__

package module
v0.0.0-...-cb50d10 Latest Latest
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This package is not in the latest version of its module.

 Go to latest Published: Nov 1, 2023 License: Unlicense Imports: 9 Imported by: 0

Documentation

Index

Constants

This section is empty.

Variables

View Source 
var (
	Penalty_name = map[int32]string{
		0: "PENALTY_L2",
		1: "PENALTY_L1",
		2: "PENALTY_ELASTICNET",
	}
	Penalty_value = map[string]int32{
		"PENALTY_L2":         0,
		"PENALTY_L1":         1,
		"PENALTY_ELASTICNET": 2,
	}
)

Enum value maps for Penalty.

View Source 
var (
	Loss_name = map[int32]string{
		0: "LOSS_HINGE",
		1: "LOSS_LOG_LOSS",
		2: "LOSS_LOG",
		3: "LOSS_MODIFIED_HUBER",
		4: "LOSS_SQUARED_HINGE",
		5: "LOSS_PERCEPTRON",
		6: "LOSS_SQUARED_ERROR",
		7: "LOSS_HUBER",
		8: "LOSS_EPSILON_INSENSITIVE",
		9: "LOSS_SQUARED_EPSILON_INSENSITIVE",
	}
	Loss_value = map[string]int32{
		"LOSS_HINGE":                       0,
		"LOSS_LOG_LOSS":                    1,
		"LOSS_LOG":                         2,
		"LOSS_MODIFIED_HUBER":              3,
		"LOSS_SQUARED_HINGE":               4,
		"LOSS_PERCEPTRON":                  5,
		"LOSS_SQUARED_ERROR":               6,
		"LOSS_HUBER":                       7,
		"LOSS_EPSILON_INSENSITIVE":         8,
		"LOSS_SQUARED_EPSILON_INSENSITIVE": 9,
	}
)

Enum value maps for Loss.

View Source 
var (
	Multi_Class_name = map[int32]string{
		0: "MULTI_CLASS_OVR",
		1: "MULTI_CLASS_CRAMMER_SINGER",
	}
	Multi_Class_value = map[string]int32{
		"MULTI_CLASS_OVR":            0,
		"MULTI_CLASS_CRAMMER_SINGER": 1,
	}
)

Enum value maps for Multi_Class.

View Source 
var (
	Order_name = map[int32]string{
		0: "ORDER_C",
		1: "ORDER_F",
	}
	Order_value = map[string]int32{
		"ORDER_C": 0,
		"ORDER_F": 1,
	}
)

Enum value maps for Order.

View Source 
var (
	Solver_name = map[int32]string{
		0: "SOLVER_AUTO",
		1: "SOLVER_SVD",
		2: "SOLVER_CHOLESKY",
		3: "SOLVER_LSQR",
		4: "SOLVER_SPARSE_CG",
		5: "SOLVER_SAG",
		6: "SOLVER_SAGA",
		7: "SOLVER_LBFGS",
		8: "SOLVER_NEWTON_CHOLESKY",
	}
	Solver_value = map[string]int32{
		"SOLVER_AUTO":            0,
		"SOLVER_SVD":             1,
		"SOLVER_CHOLESKY":        2,
		"SOLVER_LSQR":            3,
		"SOLVER_SPARSE_CG":       4,
		"SOLVER_SAG":             5,
		"SOLVER_SAGA":            6,
		"SOLVER_LBFGS":           7,
		"SOLVER_NEWTON_CHOLESKY": 8,
	}
)

Enum value maps for Solver.

View Source 
var (
	Selection_name = map[int32]string{
		0: "SELECTION_CYCLIC",
		1: "SELECTION_RANDOM",
	}
	Selection_value = map[string]int32{
		"SELECTION_CYCLIC": 0,
		"SELECTION_RANDOM": 1,
	}
)

Enum value maps for Selection.

View Source 
var (
	Algorithm_name = map[int32]string{
		0: "ALGORITHM_AUTO",
		1: "ALGORITHM_BALL_TREE",
		2: "ALGORITHM_KD_TREE",
		3: "ALGORITHM_BRUTE",
	}
	Algorithm_value = map[string]int32{
		"ALGORITHM_AUTO":      0,
		"ALGORITHM_BALL_TREE": 1,
		"ALGORITHM_KD_TREE":   2,
		"ALGORITHM_BRUTE":     3,
	}
)

Enum value maps for Algorithm.

View Source 
var (
	Link_name = map[int32]string{
		0: "LINK_AUTO",
		1: "LINK_LOG",
		2: "LINK_IDENTITY",
	}
	Link_value = map[string]int32{
		"LINK_AUTO":     0,
		"LINK_LOG":      1,
		"LINK_IDENTITY": 2,
	}
)

Enum value maps for Link.

View Source 
var FileService_ServiceDesc = grpc.ServiceDesc{
	ServiceName: "AIProto.FileService",
	HandlerType: (*FileServiceServer)(nil),
	Methods: []grpc.MethodDesc{
		{
			MethodName: "FileUploadEvent",
			Handler:    _FileService_FileUploadEvent_Handler,
		},
		{
			MethodName: "FileDelete",
			Handler:    _FileService_FileDelete_Handler,
		},
	},
	Streams:  []grpc.StreamDesc{},
	Metadata: "file_handler.proto",
}

FileService_ServiceDesc is the grpc.ServiceDesc for FileService service. It's only intended for direct use with grpc.RegisterService, and not to be introspected or modified (even as a copy)

View Source 
var File_file_handler_proto protoreflect.FileDescriptor
View Source 
var File_general_expression_proto protoreflect.FileDescriptor
View Source 
var File_lib_enum_expression_proto protoreflect.FileDescriptor
View Source 
var File_lib_np_library_proto protoreflect.FileDescriptor
View Source 
var File_linear_expression_proto protoreflect.FileDescriptor
View Source 
var File_nearest_neighbors_proto protoreflect.FileDescriptor
View Source 
var File_polynomial_features_proto protoreflect.FileDescriptor
View Source 
var File_svm_expression_proto protoreflect.FileDescriptor
View Source 
var GeneralService_ServiceDesc = grpc.ServiceDesc{
	ServiceName: "AIProto.GeneralService",
	HandlerType: (*GeneralServiceServer)(nil),
	Methods: []grpc.MethodDesc{
		{
			MethodName: "HeaderEvent",
			Handler:    _GeneralService_HeaderEvent_Handler,
		},
		{
			MethodName: "InfoEvent",
			Handler:    _GeneralService_InfoEvent_Handler,
		},
		{
			MethodName: "DescriblerEvent",
			Handler:    _GeneralService_DescriblerEvent_Handler,
		},
	},
	Streams:  []grpc.StreamDesc{},
	Metadata: "general_expression.proto",
}

GeneralService_ServiceDesc is the grpc.ServiceDesc for GeneralService service. It's only intended for direct use with grpc.RegisterService, and not to be introspected or modified (even as a copy)

View Source 
var LinearService_ServiceDesc = grpc.ServiceDesc{
	ServiceName: "AIProto.LinearService",
	HandlerType: (*LinearServiceServer)(nil),
	Methods: []grpc.MethodDesc{
		{
			MethodName: "LinearRegressionEvent",
			Handler:    _LinearService_LinearRegressionEvent_Handler,
		},
		{
			MethodName: "LinearRidgeEvent",
			Handler:    _LinearService_LinearRidgeEvent_Handler,
		},
		{
			MethodName: "LinearRidgeCVEvent",
			Handler:    _LinearService_LinearRidgeCVEvent_Handler,
		},
		{
			MethodName: "LassoExpressionEvent",
			Handler:    _LinearService_LassoExpressionEvent_Handler,
		},
		{
			MethodName: "LassoLarsLassoExpressionEvent",
			Handler:    _LinearService_LassoLarsLassoExpressionEvent_Handler,
		},
		{
			MethodName: "BayesianRidgeEvent",
			Handler:    _LinearService_BayesianRidgeEvent_Handler,
		},
		{
			MethodName: "TweedieRegressorEvent",
			Handler:    _LinearService_TweedieRegressorEvent_Handler,
		},
		{
			MethodName: "SGDClassifierEvent",
			Handler:    _LinearService_SGDClassifierEvent_Handler,
		},
		{
			MethodName: "ElasticNetEvent",
			Handler:    _LinearService_ElasticNetEvent_Handler,
		},
	},
	Streams:  []grpc.StreamDesc{},
	Metadata: "linear_expression.proto",
}

LinearService_ServiceDesc is the grpc.ServiceDesc for LinearService service. It's only intended for direct use with grpc.RegisterService, and not to be introspected or modified (even as a copy)

View Source 
var NeighborsService_ServiceDesc = grpc.ServiceDesc{
	ServiceName: "AIProto.NeighborsService",
	HandlerType: (*NeighborsServiceServer)(nil),
	Methods: []grpc.MethodDesc{
		{
			MethodName: "NearestNeighborsEvent",
			Handler:    _NeighborsService_NearestNeighborsEvent_Handler,
		},
		{
			MethodName: "KDTreeEvent",
			Handler:    _NeighborsService_KDTreeEvent_Handler,
		},
		{
			MethodName: "NearestCentroidEvent",
			Handler:    _NeighborsService_NearestCentroidEvent_Handler,
		},
	},
	Streams:  []grpc.StreamDesc{},
	Metadata: "nearest_neighbors.proto",
}

NeighborsService_ServiceDesc is the grpc.ServiceDesc for NeighborsService service. It's only intended for direct use with grpc.RegisterService, and not to be introspected or modified (even as a copy)

View Source 
var PolynomialService_ServiceDesc = grpc.ServiceDesc{
	ServiceName: "AIProto.PolynomialService",
	HandlerType: (*PolynomialServiceServer)(nil),
	Methods: []grpc.MethodDesc{
		{
			MethodName: "PolynomialFeaturesEvent",
			Handler:    _PolynomialService_PolynomialFeaturesEvent_Handler,
		},
		{
			MethodName: "PolynomialFeaturesFitTransformEvent",
			Handler:    _PolynomialService_PolynomialFeaturesFitTransformEvent_Handler,
		},
	},
	Streams:  []grpc.StreamDesc{},
	Metadata: "polynomial_features.proto",
}

PolynomialService_ServiceDesc is the grpc.ServiceDesc for PolynomialService service. It's only intended for direct use with grpc.RegisterService, and not to be introspected or modified (even as a copy)

View Source 
var SVMService_ServiceDesc = grpc.ServiceDesc{
	ServiceName: "AIProto.SVMService",
	HandlerType: (*SVMServiceServer)(nil),
	Methods: []grpc.MethodDesc{
		{
			MethodName: "LinearSVCEvent",
			Handler:    _SVMService_LinearSVCEvent_Handler,
		},
		{
			MethodName: "LinearSVREvent",
			Handler:    _SVMService_LinearSVREvent_Handler,
		},
		{
			MethodName: "SVCEvent",
			Handler:    _SVMService_SVCEvent_Handler,
		},
	},
	Streams:  []grpc.StreamDesc{},
	Metadata: "svm_expression.proto",
}

SVMService_ServiceDesc is the grpc.ServiceDesc for SVMService service. It's only intended for direct use with grpc.RegisterService, and not to be introspected or modified (even as a copy)

Functions

func RegisterFileServiceServer 

func RegisterFileServiceServer(s grpc.ServiceRegistrar, srv FileServiceServer)

func RegisterGeneralServiceServer 

func RegisterGeneralServiceServer(s grpc.ServiceRegistrar, srv GeneralServiceServer)

func RegisterLinearServiceServer 

func RegisterLinearServiceServer(s grpc.ServiceRegistrar, srv LinearServiceServer)

func RegisterNeighborsServiceServer 

func RegisterNeighborsServiceServer(s grpc.ServiceRegistrar, srv NeighborsServiceServer)

func RegisterPolynomialServiceServer 

func RegisterPolynomialServiceServer(s grpc.ServiceRegistrar, srv PolynomialServiceServer)

func RegisterSVMServiceServer 

func RegisterSVMServiceServer(s grpc.ServiceRegistrar, srv SVMServiceServer)

Types

type Algorithm 

type Algorithm int32

Algorithm kwargs with enum type. 

const (
	Algorithm_ALGORITHM_AUTO      Algorithm = 0
	Algorithm_ALGORITHM_BALL_TREE Algorithm = 1
	Algorithm_ALGORITHM_KD_TREE   Algorithm = 2
	Algorithm_ALGORITHM_BRUTE     Algorithm = 3
)

func (Algorithm) Descriptor 

func (Algorithm) Descriptor() protoreflect.EnumDescriptor

func (Algorithm) Enum 

func (x Algorithm) Enum() *Algorithm

func (Algorithm) EnumDescriptor deprecated 

func (Algorithm) EnumDescriptor() ([]byte, []int)

Deprecated: Use Algorithm.Descriptor instead.

func (Algorithm) Number 

func (x Algorithm) Number() protoreflect.EnumNumber

func (Algorithm) String 

func (x Algorithm) String() string

func (Algorithm) Type 

func (Algorithm) Type() protoreflect.EnumType

type BayesianRidgeReply 

type BayesianRidgeReply struct {
	FeatureNamesIn_ *NDArray   `protobuf:"bytes,1,opt,name=feature_names_in_,json=featureNamesIn,proto3,oneof" json:"feature_names_in_,omitempty"`
	NFeaturesIn_    *int32     `protobuf:"varint,2,opt,name=n_features_in_,json=nFeaturesIn,proto3,oneof" json:"n_features_in_,omitempty"`
	XScale_         *NDArray   `protobuf:"bytes,3,opt,name=x_scale_,json=xScale,proto3,oneof" json:"x_scale_,omitempty"`
	XOffset_        *NDArray   `protobuf:"bytes,4,opt,name=x_offset_,json=xOffset,proto3,oneof" json:"x_offset_,omitempty"`
	NIter_          *int32     `protobuf:"varint,5,opt,name=n_iter_,json=nIter,proto3,oneof" json:"n_iter_,omitempty"`
	Score_          *anypb.Any `protobuf:"bytes,6,opt,name=score_,json=score,proto3,oneof" json:"score_,omitempty"`
	Simga_          *anypb.Any `protobuf:"bytes,7,opt,name=simga_,json=simga,proto3,oneof" json:"simga_,omitempty"`
	Lambda_         *float32   `protobuf:"fixed32,8,opt,name=lambda_,json=lambda,proto3,oneof" json:"lambda_,omitempty"`
	Alpha_          *float32   `protobuf:"fixed32,9,opt,name=alpha_,json=alpha,proto3,oneof" json:"alpha_,omitempty"`
	Intercept_      *float32   `protobuf:"fixed32,10,opt,name=intercept_,json=intercept,proto3,oneof" json:"intercept_,omitempty"`
	Coef_           *NDArray   `protobuf:"bytes,11,opt,name=coef_,json=coef,proto3,oneof" json:"coef_,omitempty"`
	// contains filtered or unexported fields
}

The response message containing the Bayesian Ridge.

func (*BayesianRidgeReply) Descriptor deprecated 

func (*BayesianRidgeReply) Descriptor() ([]byte, []int)

Deprecated: Use BayesianRidgeReply.ProtoReflect.Descriptor instead.

func (*BayesianRidgeReply) GetAlpha_ 

func (x *BayesianRidgeReply) GetAlpha_() float32

func (*BayesianRidgeReply) GetCoef_ 

func (x *BayesianRidgeReply) GetCoef_() *NDArray

func (*BayesianRidgeReply) GetFeatureNamesIn_ 

func (x *BayesianRidgeReply) GetFeatureNamesIn_() *NDArray

func (*BayesianRidgeReply) GetIntercept_ 

func (x *BayesianRidgeReply) GetIntercept_() float32

func (*BayesianRidgeReply) GetLambda_ 

func (x *BayesianRidgeReply) GetLambda_() float32

func (*BayesianRidgeReply) GetNFeaturesIn_ 

func (x *BayesianRidgeReply) GetNFeaturesIn_() int32

func (*BayesianRidgeReply) GetNIter_ 

func (x *BayesianRidgeReply) GetNIter_() int32

func (*BayesianRidgeReply) GetScore_ 

func (x *BayesianRidgeReply) GetScore_() *anypb.Any

func (*BayesianRidgeReply) GetSimga_ 

func (x *BayesianRidgeReply) GetSimga_() *anypb.Any

func (*BayesianRidgeReply) GetXOffset_ 

func (x *BayesianRidgeReply) GetXOffset_() *NDArray

func (*BayesianRidgeReply) GetXScale_ 

func (x *BayesianRidgeReply) GetXScale_() *NDArray

func (*BayesianRidgeReply) ProtoMessage 

func (*BayesianRidgeReply) ProtoMessage()

func (*BayesianRidgeReply) ProtoReflect 

func (x *BayesianRidgeReply) ProtoReflect() protoreflect.Message

func (*BayesianRidgeReply) Reset 

func (x *BayesianRidgeReply) Reset()

func (*BayesianRidgeReply) String 

func (x *BayesianRidgeReply) String() string

type BayesianRidgeRequest 

type BayesianRidgeRequest struct {
	XDropData    *anypb.Any           `protobuf:"bytes,1,opt,name=x_drop_data,json=xDropData,proto3" json:"x_drop_data,omitempty"`
	YDropData    *anypb.Any           `protobuf:"bytes,2,opt,name=y_drop_data,json=yDropData,proto3" json:"y_drop_data,omitempty"`
	Size         *anypb.Any           `protobuf:"bytes,3,opt,name=size,proto3" json:"size,omitempty"`
	Random       *anypb.Any           `protobuf:"bytes,4,opt,name=random,proto3" json:"random,omitempty"`
	Key          string               `protobuf:"bytes,5,opt,name=key,proto3" json:"key,omitempty"`
	SampleWeight *anypb.Any           `protobuf:"bytes,6,opt,name=sample_weight,json=sampleWeight,proto3,oneof" json:"sample_weight,omitempty"`
	Kwargs       *BayesianRidgekwargs `protobuf:"bytes,7,opt,name=kwargs,proto3" json:"kwargs,omitempty"`
	// contains filtered or unexported fields
}

The request message containing the Bayesian Ridge's Data.

func (*BayesianRidgeRequest) Descriptor deprecated 

func (*BayesianRidgeRequest) Descriptor() ([]byte, []int)

Deprecated: Use BayesianRidgeRequest.ProtoReflect.Descriptor instead.

func (*BayesianRidgeRequest) GetKey 

func (x *BayesianRidgeRequest) GetKey() string

func (*BayesianRidgeRequest) GetKwargs 

func (x *BayesianRidgeRequest) GetKwargs() *BayesianRidgekwargs

func (*BayesianRidgeRequest) GetRandom 

func (x *BayesianRidgeRequest) GetRandom() *anypb.Any

func (*BayesianRidgeRequest) GetSampleWeight 

func (x *BayesianRidgeRequest) GetSampleWeight() *anypb.Any

func (*BayesianRidgeRequest) GetSize 

func (x *BayesianRidgeRequest) GetSize() *anypb.Any

func (*BayesianRidgeRequest) GetXDropData 

func (x *BayesianRidgeRequest) GetXDropData() *anypb.Any

func (*BayesianRidgeRequest) GetYDropData 

func (x *BayesianRidgeRequest) GetYDropData() *anypb.Any

func (*BayesianRidgeRequest) ProtoMessage 

func (*BayesianRidgeRequest) ProtoMessage()

func (*BayesianRidgeRequest) ProtoReflect 

func (x *BayesianRidgeRequest) ProtoReflect() protoreflect.Message

func (*BayesianRidgeRequest) Reset 

func (x *BayesianRidgeRequest) Reset()

func (*BayesianRidgeRequest) String 

func (x *BayesianRidgeRequest) String() string

type BayesianRidgekwargs 

type BayesianRidgekwargs struct {
	MaxIter      *int32   `protobuf:"varint,1,opt,name=max_iter,json=maxIter,proto3,oneof" json:"max_iter,omitempty"`
	Tol          *float32 `protobuf:"fixed32,2,opt,name=tol,proto3,oneof" json:"tol,omitempty"`
	Alpha_1      *float32 `protobuf:"fixed32,3,opt,name=alpha_1,json=alpha1,proto3,oneof" json:"alpha_1,omitempty"`
	Alpha_2      *float32 `protobuf:"fixed32,4,opt,name=alpha_2,json=alpha2,proto3,oneof" json:"alpha_2,omitempty"`
	Lambda_1     *float32 `protobuf:"fixed32,5,opt,name=lambda_1,json=lambda1,proto3,oneof" json:"lambda_1,omitempty"`
	Lambda_2     *float32 `protobuf:"fixed32,6,opt,name=lambda_2,json=lambda2,proto3,oneof" json:"lambda_2,omitempty"`
	AlphaInit    *float32 `protobuf:"fixed32,7,opt,name=alpha_init,json=alphaInit,proto3,oneof" json:"alpha_init,omitempty"`
	LambdaInit   *float32 `protobuf:"fixed32,8,opt,name=lambda_init,json=lambdaInit,proto3,oneof" json:"lambda_init,omitempty"`
	ComputeScore *bool    `protobuf:"varint,9,opt,name=compute_score,json=computeScore,proto3,oneof" json:"compute_score,omitempty"`
	FitIntercept *bool    `protobuf:"varint,10,opt,name=fit_intercept,json=fitIntercept,proto3,oneof" json:"fit_intercept,omitempty"`
	Copy_X       *bool    `protobuf:"varint,11,opt,name=copy_X,json=copyX,proto3,oneof" json:"copy_X,omitempty"`
	Verbose      *bool    `protobuf:"varint,12,opt,name=verbose,proto3,oneof" json:"verbose,omitempty"`
	NIter        *int32   `protobuf:"varint,13,opt,name=n_iter,json=nIter,proto3,oneof" json:"n_iter,omitempty"`
	// contains filtered or unexported fields
}

Bayesian Ridge kwargs with optional type.

func (*BayesianRidgekwargs) Descriptor deprecated 

func (*BayesianRidgekwargs) Descriptor() ([]byte, []int)

Deprecated: Use BayesianRidgekwargs.ProtoReflect.Descriptor instead.

func (*BayesianRidgekwargs) GetAlphaInit 

func (x *BayesianRidgekwargs) GetAlphaInit() float32

func (*BayesianRidgekwargs) GetAlpha_1 

func (x *BayesianRidgekwargs) GetAlpha_1() float32

func (*BayesianRidgekwargs) GetAlpha_2 

func (x *BayesianRidgekwargs) GetAlpha_2() float32

func (*BayesianRidgekwargs) GetComputeScore 

func (x *BayesianRidgekwargs) GetComputeScore() bool

func (*BayesianRidgekwargs) GetCopy_X 

func (x *BayesianRidgekwargs) GetCopy_X() bool

func (*BayesianRidgekwargs) GetFitIntercept 

func (x *BayesianRidgekwargs) GetFitIntercept() bool

func (*BayesianRidgekwargs) GetLambdaInit 

func (x *BayesianRidgekwargs) GetLambdaInit() float32

func (*BayesianRidgekwargs) GetLambda_1 

func (x *BayesianRidgekwargs) GetLambda_1() float32

func (*BayesianRidgekwargs) GetLambda_2 

func (x *BayesianRidgekwargs) GetLambda_2() float32

func (*BayesianRidgekwargs) GetMaxIter 

func (x *BayesianRidgekwargs) GetMaxIter() int32

func (*BayesianRidgekwargs) GetNIter 

func (x *BayesianRidgekwargs) GetNIter() int32

func (*BayesianRidgekwargs) GetTol 

func (x *BayesianRidgekwargs) GetTol() float32

func (*BayesianRidgekwargs) GetVerbose 

func (x *BayesianRidgekwargs) GetVerbose() bool

func (*BayesianRidgekwargs) ProtoMessage 

func (*BayesianRidgekwargs) ProtoMessage()

func (*BayesianRidgekwargs) ProtoReflect 

func (x *BayesianRidgekwargs) ProtoReflect() protoreflect.Message

func (*BayesianRidgekwargs) Reset 

func (x *BayesianRidgekwargs) Reset()

func (*BayesianRidgekwargs) String 

func (x *BayesianRidgekwargs) String() string

type DataFrame 

type DataFrame struct {
	Data *anypb.Any `protobuf:"bytes,1,opt,name=data,proto3,oneof" json:"data,omitempty"`
	// contains filtered or unexported fields
}

The response for header and describe.

func (*DataFrame) Descriptor deprecated 

func (*DataFrame) Descriptor() ([]byte, []int)

Deprecated: Use DataFrame.ProtoReflect.Descriptor instead.

func (*DataFrame) GetData 

func (x *DataFrame) GetData() *anypb.Any

func (*DataFrame) ProtoMessage 

func (*DataFrame) ProtoMessage()

func (*DataFrame) ProtoReflect 

func (x *DataFrame) ProtoReflect() protoreflect.Message

func (*DataFrame) Reset 

func (x *DataFrame) Reset()

func (*DataFrame) String 

func (x *DataFrame) String() string

type DescribeRequest 

type DescribeRequest struct {
	// contains filtered or unexported fields
}

The request message containing the describe's Data.

func (*DescribeRequest) Descriptor deprecated 

func (*DescribeRequest) Descriptor() ([]byte, []int)

Deprecated: Use DescribeRequest.ProtoReflect.Descriptor instead.

func (*DescribeRequest) ProtoMessage 

func (*DescribeRequest) ProtoMessage()

func (*DescribeRequest) ProtoReflect 

func (x *DescribeRequest) ProtoReflect() protoreflect.Message

func (*DescribeRequest) Reset 

func (x *DescribeRequest) Reset()

func (*DescribeRequest) String 

func (x *DescribeRequest) String() string

type ElasticNetReply 

type ElasticNetReply struct {
	FeatureNamesIn_ *NDArray   `protobuf:"bytes,1,opt,name=feature_names_in_,json=featureNamesIn,proto3" json:"feature_names_in_,omitempty"`
	NFeaturesIn_    int32      `protobuf:"varint,2,opt,name=n_features_in_,json=nFeaturesIn,proto3" json:"n_features_in_,omitempty"`
	DualGap_        *anypb.Any `protobuf:"bytes,3,opt,name=dual_gap_,json=dualGap,proto3" json:"dual_gap_,omitempty"`
	NIter_          []int32    `protobuf:"varint,4,rep,packed,name=n_iter_,json=nIter,proto3" json:"n_iter_,omitempty"`
	Intercept_      *anypb.Any `protobuf:"bytes,5,opt,name=intercept_,json=intercept,proto3" json:"intercept_,omitempty"`
	Coef_           *NDArray   `protobuf:"bytes,6,opt,name=coef_,json=coef,proto3" json:"coef_,omitempty"`
	// contains filtered or unexported fields
}

The response message containing the Elastic Net.

func (*ElasticNetReply) Descriptor deprecated 

func (*ElasticNetReply) Descriptor() ([]byte, []int)

Deprecated: Use ElasticNetReply.ProtoReflect.Descriptor instead.

func (*ElasticNetReply) GetCoef_ 

func (x *ElasticNetReply) GetCoef_() *NDArray

func (*ElasticNetReply) GetDualGap_ 

func (x *ElasticNetReply) GetDualGap_() *anypb.Any

func (*ElasticNetReply) GetFeatureNamesIn_ 

func (x *ElasticNetReply) GetFeatureNamesIn_() *NDArray

func (*ElasticNetReply) GetIntercept_ 

func (x *ElasticNetReply) GetIntercept_() *anypb.Any

func (*ElasticNetReply) GetNFeaturesIn_ 

func (x *ElasticNetReply) GetNFeaturesIn_() int32

func (*ElasticNetReply) GetNIter_ 

func (x *ElasticNetReply) GetNIter_() []int32

func (*ElasticNetReply) ProtoMessage 

func (*ElasticNetReply) ProtoMessage()

func (*ElasticNetReply) ProtoReflect 

func (x *ElasticNetReply) ProtoReflect() protoreflect.Message

func (*ElasticNetReply) Reset 

func (x *ElasticNetReply) Reset()

func (*ElasticNetReply) String 

func (x *ElasticNetReply) String() string

type ElasticNetRequest 

type ElasticNetRequest struct {
	Alpha        float32           `protobuf:"fixed32,1,opt,name=alpha,proto3" json:"alpha,omitempty"`
	XDropData    *anypb.Any        `protobuf:"bytes,2,opt,name=x_drop_data,json=xDropData,proto3" json:"x_drop_data,omitempty"`
	YDropData    *anypb.Any        `protobuf:"bytes,3,opt,name=y_drop_data,json=yDropData,proto3" json:"y_drop_data,omitempty"`
	Size         *anypb.Any        `protobuf:"bytes,4,opt,name=size,proto3" json:"size,omitempty"`
	Random       *anypb.Any        `protobuf:"bytes,5,opt,name=random,proto3" json:"random,omitempty"`
	Key          string            `protobuf:"bytes,6,opt,name=key,proto3" json:"key,omitempty"`
	SampleWeight *anypb.Any        `protobuf:"bytes,7,opt,name=sample_weight,json=sampleWeight,proto3,oneof" json:"sample_weight,omitempty"`
	Kwargs       *ElasticNetkwargs `protobuf:"bytes,8,opt,name=kwargs,proto3" json:"kwargs,omitempty"`
	// contains filtered or unexported fields
}

The request message containing the Elastic Net's Data.

func (*ElasticNetRequest) Descriptor deprecated 

func (*ElasticNetRequest) Descriptor() ([]byte, []int)

Deprecated: Use ElasticNetRequest.ProtoReflect.Descriptor instead.

func (*ElasticNetRequest) GetAlpha 

func (x *ElasticNetRequest) GetAlpha() float32

func (*ElasticNetRequest) GetKey 

func (x *ElasticNetRequest) GetKey() string

func (*ElasticNetRequest) GetKwargs 

func (x *ElasticNetRequest) GetKwargs() *ElasticNetkwargs

func (*ElasticNetRequest) GetRandom 

func (x *ElasticNetRequest) GetRandom() *anypb.Any

func (*ElasticNetRequest) GetSampleWeight 

func (x *ElasticNetRequest) GetSampleWeight() *anypb.Any

func (*ElasticNetRequest) GetSize 

func (x *ElasticNetRequest) GetSize() *anypb.Any

func (*ElasticNetRequest) GetXDropData 

func (x *ElasticNetRequest) GetXDropData() *anypb.Any

func (*ElasticNetRequest) GetYDropData 

func (x *ElasticNetRequest) GetYDropData() *anypb.Any

func (*ElasticNetRequest) ProtoMessage 

func (*ElasticNetRequest) ProtoMessage()

func (*ElasticNetRequest) ProtoReflect 

func (x *ElasticNetRequest) ProtoReflect() protoreflect.Message

func (*ElasticNetRequest) Reset 

func (x *ElasticNetRequest) Reset()

func (*ElasticNetRequest) String 

func (x *ElasticNetRequest) String() string

type ElasticNetkwargs 

type ElasticNetkwargs struct {
	L1Ratio      *float32 `protobuf:"fixed32,1,opt,name=l1_ratio,json=l1Ratio,proto3,oneof" json:"l1_ratio,omitempty"`
	FitIntercept *bool    `protobuf:"varint,2,opt,name=fit_intercept,json=fitIntercept,proto3,oneof" json:"fit_intercept,omitempty"`
	Precompute   *float32 `protobuf:"fixed32,3,opt,name=precompute,proto3,oneof" json:"precompute,omitempty"`
	MaxIter      *int32   `protobuf:"varint,4,opt,name=max_iter,json=maxIter,proto3,oneof" json:"max_iter,omitempty"`
	Copy_X       *bool    `protobuf:"varint,5,opt,name=copy_X,json=copyX,proto3,oneof" json:"copy_X,omitempty"`
	Tol          *float32 `protobuf:"fixed32,6,opt,name=tol,proto3,oneof" json:"tol,omitempty"`
	WarmStart    *bool    `protobuf:"varint,7,opt,name=warm_start,json=warmStart,proto3,oneof" json:"warm_start,omitempty"`
	Positive     *bool    `protobuf:"varint,8,opt,name=positive,proto3,oneof" json:"positive,omitempty"`
	RandomState  *int32   `protobuf:"varint,9,opt,name=random_state,json=randomState,proto3,oneof" json:"random_state,omitempty"`
	Selection    *string  `protobuf:"bytes,10,opt,name=selection,proto3,oneof" json:"selection,omitempty"`
	// contains filtered or unexported fields
}

Elastic Net kwargs with optional type.

func (*ElasticNetkwargs) Descriptor deprecated 

func (*ElasticNetkwargs) Descriptor() ([]byte, []int)

Deprecated: Use ElasticNetkwargs.ProtoReflect.Descriptor instead.

func (*ElasticNetkwargs) GetCopy_X 

func (x *ElasticNetkwargs) GetCopy_X() bool

func (*ElasticNetkwargs) GetFitIntercept 

func (x *ElasticNetkwargs) GetFitIntercept() bool

func (*ElasticNetkwargs) GetL1Ratio 

func (x *ElasticNetkwargs) GetL1Ratio() float32

func (*ElasticNetkwargs) GetMaxIter 

func (x *ElasticNetkwargs) GetMaxIter() int32

func (*ElasticNetkwargs) GetPositive 

func (x *ElasticNetkwargs) GetPositive() bool

func (*ElasticNetkwargs) GetPrecompute 

func (x *ElasticNetkwargs) GetPrecompute() float32

func (*ElasticNetkwargs) GetRandomState 

func (x *ElasticNetkwargs) GetRandomState() int32

func (*ElasticNetkwargs) GetSelection 

func (x *ElasticNetkwargs) GetSelection() string

func (*ElasticNetkwargs) GetTol 

func (x *ElasticNetkwargs) GetTol() float32

func (*ElasticNetkwargs) GetWarmStart 

func (x *ElasticNetkwargs) GetWarmStart() bool

func (*ElasticNetkwargs) ProtoMessage 

func (*ElasticNetkwargs) ProtoMessage()

func (*ElasticNetkwargs) ProtoReflect 

func (x *ElasticNetkwargs) ProtoReflect() protoreflect.Message

func (*ElasticNetkwargs) Reset 

func (x *ElasticNetkwargs) Reset()

func (*ElasticNetkwargs) String 

func (x *ElasticNetkwargs) String() string

type FileDeleteRequest 

type FileDeleteRequest struct {
	FileName *string `protobuf:"bytes,1,opt,name=fileName,proto3,oneof" json:"fileName,omitempty"`
	// contains filtered or unexported fields
}

The request message containing the file upload's Data.

func (*FileDeleteRequest) Descriptor deprecated 

func (*FileDeleteRequest) Descriptor() ([]byte, []int)

Deprecated: Use FileDeleteRequest.ProtoReflect.Descriptor instead.

func (*FileDeleteRequest) GetFileName 

func (x *FileDeleteRequest) GetFileName() string

func (*FileDeleteRequest) ProtoMessage 

func (*FileDeleteRequest) ProtoMessage()

func (*FileDeleteRequest) ProtoReflect 

func (x *FileDeleteRequest) ProtoReflect() protoreflect.Message

func (*FileDeleteRequest) Reset 

func (x *FileDeleteRequest) Reset()

func (*FileDeleteRequest) String 

func (x *FileDeleteRequest) String() string

type FileEventReply 

type FileEventReply struct {
	Access bool `protobuf:"varint,1,opt,name=access,proto3" json:"access,omitempty"`
	// contains filtered or unexported fields
}

The repsone message containing the file Event.

func (*FileEventReply) Descriptor deprecated 

func (*FileEventReply) Descriptor() ([]byte, []int)

Deprecated: Use FileEventReply.ProtoReflect.Descriptor instead.

func (*FileEventReply) GetAccess 

func (x *FileEventReply) GetAccess() bool

func (*FileEventReply) ProtoMessage 

func (*FileEventReply) ProtoMessage()

func (*FileEventReply) ProtoReflect 

func (x *FileEventReply) ProtoReflect() protoreflect.Message

func (*FileEventReply) Reset 

func (x *FileEventReply) Reset()

func (*FileEventReply) String 

func (x *FileEventReply) String() string

type FileServiceClient 

type FileServiceClient interface {
	// Sends a S3 URL String
	FileUploadEvent(ctx context.Context, in *FileUploadRequest, opts ...grpc.CallOption) (*FileEventReply, error)
	// Delete a pd file with manager's data.
	FileDelete(ctx context.Context, in *FileDeleteRequest, opts ...grpc.CallOption) (*FileEventReply, error)
}

FileServiceClient is the client API for FileService service.

For semantics around ctx use and closing/ending streaming RPCs, please refer to https://pkg.go.dev/google.golang.org/grpc/?tab=doc#ClientConn.NewStream.

func NewFileServiceClient 

func NewFileServiceClient(cc grpc.ClientConnInterface) FileServiceClient

type FileServiceServer 

type FileServiceServer interface {
	// Sends a S3 URL String
	FileUploadEvent(context.Context, *FileUploadRequest) (*FileEventReply, error)
	// Delete a pd file with manager's data.
	FileDelete(context.Context, *FileDeleteRequest) (*FileEventReply, error)
	// contains filtered or unexported methods
}

FileServiceServer is the server API for FileService service. All implementations must embed UnimplementedFileServiceServer for forward compatibility

type FileUploadRequest 

type FileUploadRequest struct {
	Url string `protobuf:"bytes,1,opt,name=url,proto3" json:"url,omitempty"`
	// contains filtered or unexported fields
}

The request message containing the file upload's Data.

func (*FileUploadRequest) Descriptor deprecated 

func (*FileUploadRequest) Descriptor() ([]byte, []int)

Deprecated: Use FileUploadRequest.ProtoReflect.Descriptor instead.

func (*FileUploadRequest) GetUrl 

func (x *FileUploadRequest) GetUrl() string

func (*FileUploadRequest) ProtoMessage 

func (*FileUploadRequest) ProtoMessage()

func (*FileUploadRequest) ProtoReflect 

func (x *FileUploadRequest) ProtoReflect() protoreflect.Message

func (*FileUploadRequest) Reset 

func (x *FileUploadRequest) Reset()

func (*FileUploadRequest) String 

func (x *FileUploadRequest) String() string

type GeneralServiceClient 

type GeneralServiceClient interface {
	// Sends a Header
	HeaderEvent(ctx context.Context, in *HeaderRequest, opts ...grpc.CallOption) (*DataFrame, error)
	// Send a Info
	InfoEvent(ctx context.Context, in *InfoRequest, opts ...grpc.CallOption) (*DataFrame, error)
	// send a Describler
	DescriblerEvent(ctx context.Context, in *DescribeRequest, opts ...grpc.CallOption) (*DataFrame, error)
}

GeneralServiceClient is the client API for GeneralService service.

For semantics around ctx use and closing/ending streaming RPCs, please refer to https://pkg.go.dev/google.golang.org/grpc/?tab=doc#ClientConn.NewStream.

func NewGeneralServiceClient 

func NewGeneralServiceClient(cc grpc.ClientConnInterface) GeneralServiceClient

type GeneralServiceServer 

type GeneralServiceServer interface {
	// Sends a Header
	HeaderEvent(context.Context, *HeaderRequest) (*DataFrame, error)
	// Send a Info
	InfoEvent(context.Context, *InfoRequest) (*DataFrame, error)
	// send a Describler
	DescriblerEvent(context.Context, *DescribeRequest) (*DataFrame, error)
	// contains filtered or unexported methods
}

GeneralServiceServer is the server API for GeneralService service. All implementations must embed UnimplementedGeneralServiceServer for forward compatibility

type HeaderRequest 

type HeaderRequest struct {
	// contains filtered or unexported fields
}

The request message containing the header's Data.

func (*HeaderRequest) Descriptor deprecated 

func (*HeaderRequest) Descriptor() ([]byte, []int)

Deprecated: Use HeaderRequest.ProtoReflect.Descriptor instead.

func (*HeaderRequest) ProtoMessage 

func (*HeaderRequest) ProtoMessage()

func (*HeaderRequest) ProtoReflect 

func (x *HeaderRequest) ProtoReflect() protoreflect.Message

func (*HeaderRequest) Reset 

func (x *HeaderRequest) Reset()

func (*HeaderRequest) String 

func (x *HeaderRequest) String() string

type InfoRequest 

type InfoRequest struct {
	// contains filtered or unexported fields
}

The request message containing the info's Data.

func (*InfoRequest) Descriptor deprecated 

func (*InfoRequest) Descriptor() ([]byte, []int)

Deprecated: Use InfoRequest.ProtoReflect.Descriptor instead.

func (*InfoRequest) ProtoMessage 

func (*InfoRequest) ProtoMessage()

func (*InfoRequest) ProtoReflect 

func (x *InfoRequest) ProtoReflect() protoreflect.Message

func (*InfoRequest) Reset 

func (x *InfoRequest) Reset()

func (*InfoRequest) String 

func (x *InfoRequest) String() string

type KDTreeReply 

type KDTreeReply struct {
	Matrix *anypb.Any `protobuf:"bytes,1,opt,name=matrix,proto3,oneof" json:"matrix,omitempty"`
	// contains filtered or unexported fields
}

The response message containing the KD Tree.

func (*KDTreeReply) Descriptor deprecated 

func (*KDTreeReply) Descriptor() ([]byte, []int)

Deprecated: Use KDTreeReply.ProtoReflect.Descriptor instead.

func (*KDTreeReply) GetMatrix 

func (x *KDTreeReply) GetMatrix() *anypb.Any

func (*KDTreeReply) ProtoMessage 

func (*KDTreeReply) ProtoMessage()

func (*KDTreeReply) ProtoReflect 

func (x *KDTreeReply) ProtoReflect() protoreflect.Message

func (*KDTreeReply) Reset 

func (x *KDTreeReply) Reset()

func (*KDTreeReply) String 

func (x *KDTreeReply) String() string

type KDTreeRequest 

type KDTreeRequest struct {
	XDropData    *anypb.Any `protobuf:"bytes,1,opt,name=x_drop_data,json=xDropData,proto3" json:"x_drop_data,omitempty"`
	Size         *anypb.Any `protobuf:"bytes,2,opt,name=size,proto3" json:"size,omitempty"`
	Random       *anypb.Any `protobuf:"bytes,3,opt,name=random,proto3" json:"random,omitempty"`
	Key          string     `protobuf:"bytes,4,opt,name=key,proto3" json:"key,omitempty"`
	YDropData    *anypb.Any `protobuf:"bytes,5,opt,name=y_drop_data,json=yDropData,proto3,oneof" json:"y_drop_data,omitempty"`
	SampleWeight *anypb.Any `protobuf:"bytes,6,opt,name=sample_weight,json=sampleWeight,proto3,oneof" json:"sample_weight,omitempty"`
	K            *uint32    `protobuf:"varint,7,opt,name=k,proto3,oneof" json:"k,omitempty"`
	// Types that are assignable to Instrument:
	//	*KDTreeRequest_LeafSize
	//	*KDTreeRequest_Metric
	//	*KDTreeRequest_ReturnsDistance
	//	*KDTreeRequest_Dualtree
	//	*KDTreeRequest_BreadthFirst
	//	*KDTreeRequest_SortResults
	//	*KDTreeRequest_Kwargs
	Instrument isKDTreeRequest_Instrument `protobuf_oneof:"instrument"`
	// contains filtered or unexported fields
}

The response message containing the KD Tree's Data.

func (*KDTreeRequest) Descriptor deprecated 

func (*KDTreeRequest) Descriptor() ([]byte, []int)

Deprecated: Use KDTreeRequest.ProtoReflect.Descriptor instead.

func (*KDTreeRequest) GetBreadthFirst 

func (x *KDTreeRequest) GetBreadthFirst() bool

func (*KDTreeRequest) GetDualtree 

func (x *KDTreeRequest) GetDualtree() bool

func (*KDTreeRequest) GetInstrument 

func (m *KDTreeRequest) GetInstrument() isKDTreeRequest_Instrument

func (*KDTreeRequest) GetK 

func (x *KDTreeRequest) GetK() uint32

func (*KDTreeRequest) GetKey 

func (x *KDTreeRequest) GetKey() string

func (*KDTreeRequest) GetKwargs 

func (x *KDTreeRequest) GetKwargs() *anypb.Any

func (*KDTreeRequest) GetLeafSize 

func (x *KDTreeRequest) GetLeafSize() int32

func (*KDTreeRequest) GetMetric 

func (x *KDTreeRequest) GetMetric() string

func (*KDTreeRequest) GetRandom 

func (x *KDTreeRequest) GetRandom() *anypb.Any

func (*KDTreeRequest) GetReturnsDistance 

func (x *KDTreeRequest) GetReturnsDistance() bool

func (*KDTreeRequest) GetSampleWeight 

func (x *KDTreeRequest) GetSampleWeight() *anypb.Any

func (*KDTreeRequest) GetSize 

func (x *KDTreeRequest) GetSize() *anypb.Any

func (*KDTreeRequest) GetSortResults 

func (x *KDTreeRequest) GetSortResults() bool

func (*KDTreeRequest) GetXDropData 

func (x *KDTreeRequest) GetXDropData() *anypb.Any

func (*KDTreeRequest) GetYDropData 

func (x *KDTreeRequest) GetYDropData() *anypb.Any

func (*KDTreeRequest) ProtoMessage 

func (*KDTreeRequest) ProtoMessage()

func (*KDTreeRequest) ProtoReflect 

func (x *KDTreeRequest) ProtoReflect() protoreflect.Message

func (*KDTreeRequest) Reset 

func (x *KDTreeRequest) Reset()

func (*KDTreeRequest) String 

func (x *KDTreeRequest) String() string

type KDTreeRequest_BreadthFirst 

type KDTreeRequest_BreadthFirst struct {
	BreadthFirst bool `protobuf:"varint,12,opt,name=breadth_first,json=breadthFirst,proto3,oneof"`
}

type KDTreeRequest_Dualtree 

type KDTreeRequest_Dualtree struct {
	Dualtree bool `protobuf:"varint,11,opt,name=dualtree,proto3,oneof"`
}

type KDTreeRequest_Kwargs 

type KDTreeRequest_Kwargs struct {
	Kwargs *anypb.Any `protobuf:"bytes,14,opt,name=kwargs,proto3,oneof"`
}

type KDTreeRequest_LeafSize 

type KDTreeRequest_LeafSize struct {
	LeafSize int32 `protobuf:"varint,8,opt,name=leaf_size,json=leafSize,proto3,oneof"`
}

type KDTreeRequest_Metric 

type KDTreeRequest_Metric struct {
	Metric string `protobuf:"bytes,9,opt,name=metric,proto3,oneof"`
}

type KDTreeRequest_ReturnsDistance 

type KDTreeRequest_ReturnsDistance struct {
	ReturnsDistance bool `protobuf:"varint,10,opt,name=returns_distance,json=returnsDistance,proto3,oneof"`
}

type KDTreeRequest_SortResults 

type KDTreeRequest_SortResults struct {
	SortResults bool `protobuf:"varint,13,opt,name=sort_results,json=sortResults,proto3,oneof"`
}

type LassoExpressionReply 

type LassoExpressionReply struct {
	FeatureNamesIn_ *NDArray   `protobuf:"bytes,1,opt,name=feature_names_in_,json=featureNamesIn,proto3,oneof" json:"feature_names_in_,omitempty"`
	NFeaturesIn_    *int32     `protobuf:"varint,2,opt,name=n_features_in_,json=nFeaturesIn,proto3,oneof" json:"n_features_in_,omitempty"`
	NIter_          *anypb.Any `protobuf:"bytes,3,opt,name=n_iter_,json=nIter,proto3,oneof" json:"n_iter_,omitempty"`
	Intercept_      *anypb.Any `protobuf:"bytes,4,opt,name=intercept_,json=intercept,proto3,oneof" json:"intercept_,omitempty"`
	SparseCoef_     *anypb.Any `protobuf:"bytes,5,opt,name=sparse_coef_,json=sparseCoef,proto3,oneof" json:"sparse_coef_,omitempty"`
	DualGap_        *anypb.Any `protobuf:"bytes,6,opt,name=dual_gap_,json=dualGap,proto3,oneof" json:"dual_gap_,omitempty"`
	Coef_           *NDArray   `protobuf:"bytes,7,opt,name=coef_,json=coef,proto3,oneof" json:"coef_,omitempty"`
	// contains filtered or unexported fields
}

The response message containing the Lasso.

func (*LassoExpressionReply) Descriptor deprecated 

func (*LassoExpressionReply) Descriptor() ([]byte, []int)

Deprecated: Use LassoExpressionReply.ProtoReflect.Descriptor instead.

func (*LassoExpressionReply) GetCoef_ 

func (x *LassoExpressionReply) GetCoef_() *NDArray

func (*LassoExpressionReply) GetDualGap_ 

func (x *LassoExpressionReply) GetDualGap_() *anypb.Any

func (*LassoExpressionReply) GetFeatureNamesIn_ 

func (x *LassoExpressionReply) GetFeatureNamesIn_() *NDArray

func (*LassoExpressionReply) GetIntercept_ 

func (x *LassoExpressionReply) GetIntercept_() *anypb.Any

func (*LassoExpressionReply) GetNFeaturesIn_ 

func (x *LassoExpressionReply) GetNFeaturesIn_() int32

func (*LassoExpressionReply) GetNIter_ 

func (x *LassoExpressionReply) GetNIter_() *anypb.Any

func (*LassoExpressionReply) GetSparseCoef_ 

func (x *LassoExpressionReply) GetSparseCoef_() *anypb.Any

func (*LassoExpressionReply) ProtoMessage 

func (*LassoExpressionReply) ProtoMessage()

func (*LassoExpressionReply) ProtoReflect 

func (x *LassoExpressionReply) ProtoReflect() protoreflect.Message

func (*LassoExpressionReply) Reset 

func (x *LassoExpressionReply) Reset()

func (*LassoExpressionReply) String 

func (x *LassoExpressionReply) String() string

type LassoExpressionRequest 

type LassoExpressionRequest struct {
	Alpha        float32                `protobuf:"fixed32,1,opt,name=alpha,proto3" json:"alpha,omitempty"`
	XDropData    *anypb.Any             `protobuf:"bytes,2,opt,name=x_drop_data,json=xDropData,proto3" json:"x_drop_data,omitempty"`
	YDropData    *anypb.Any             `protobuf:"bytes,3,opt,name=y_drop_data,json=yDropData,proto3" json:"y_drop_data,omitempty"`
	Size         *anypb.Any             `protobuf:"bytes,4,opt,name=size,proto3" json:"size,omitempty"`
	Random       *anypb.Any             `protobuf:"bytes,5,opt,name=random,proto3" json:"random,omitempty"`
	Key          string                 `protobuf:"bytes,6,opt,name=key,proto3" json:"key,omitempty"`
	SampleWeight *anypb.Any             `protobuf:"bytes,7,opt,name=sample_weight,json=sampleWeight,proto3,oneof" json:"sample_weight,omitempty"`
	Kwargs       *LassoExpressionkwargs `protobuf:"bytes,8,opt,name=kwargs,proto3" json:"kwargs,omitempty"`
	// contains filtered or unexported fields
}

The request message containing the Lasso's Data.

func (*LassoExpressionRequest) Descriptor deprecated 

func (*LassoExpressionRequest) Descriptor() ([]byte, []int)

Deprecated: Use LassoExpressionRequest.ProtoReflect.Descriptor instead.

func (*LassoExpressionRequest) GetAlpha 

func (x *LassoExpressionRequest) GetAlpha() float32

func (*LassoExpressionRequest) GetKey 

func (x *LassoExpressionRequest) GetKey() string

func (*LassoExpressionRequest) GetKwargs 

func (x *LassoExpressionRequest) GetKwargs() *LassoExpressionkwargs

func (*LassoExpressionRequest) GetRandom 

func (x *LassoExpressionRequest) GetRandom() *anypb.Any

func (*LassoExpressionRequest) GetSampleWeight 

func (x *LassoExpressionRequest) GetSampleWeight() *anypb.Any

func (*LassoExpressionRequest) GetSize 

func (x *LassoExpressionRequest) GetSize() *anypb.Any

func (*LassoExpressionRequest) GetXDropData 

func (x *LassoExpressionRequest) GetXDropData() *anypb.Any

func (*LassoExpressionRequest) GetYDropData 

func (x *LassoExpressionRequest) GetYDropData() *anypb.Any

func (*LassoExpressionRequest) ProtoMessage 

func (*LassoExpressionRequest) ProtoMessage()

func (*LassoExpressionRequest) ProtoReflect 

func (x *LassoExpressionRequest) ProtoReflect() protoreflect.Message

func (*LassoExpressionRequest) Reset 

func (x *LassoExpressionRequest) Reset()

func (*LassoExpressionRequest) String 

func (x *LassoExpressionRequest) String() string

type LassoExpressionkwargs 

type LassoExpressionkwargs struct {
	FitIntercept *bool      `protobuf:"varint,1,opt,name=fit_intercept,json=fitIntercept,proto3,oneof" json:"fit_intercept,omitempty"`
	Precompute   *anypb.Any `protobuf:"bytes,2,opt,name=precompute,proto3,oneof" json:"precompute,omitempty"`
	Copy_X       *bool      `protobuf:"varint,3,opt,name=copy_X,json=copyX,proto3,oneof" json:"copy_X,omitempty"`
	MaxIter      *int32     `protobuf:"varint,4,opt,name=max_iter,json=maxIter,proto3,oneof" json:"max_iter,omitempty"`
	Tol          *float32   `protobuf:"fixed32,5,opt,name=tol,proto3,oneof" json:"tol,omitempty"`
	WarmStart    *bool      `protobuf:"varint,6,opt,name=warm_start,json=warmStart,proto3,oneof" json:"warm_start,omitempty"`
	Positive     *bool      `protobuf:"varint,7,opt,name=positive,proto3,oneof" json:"positive,omitempty"`
	RandomState  *anypb.Any `protobuf:"bytes,8,opt,name=random_state,json=randomState,proto3,oneof" json:"random_state,omitempty"`
	Selection    *Selection `protobuf:"varint,9,opt,name=selection,proto3,enum=AIProto.Selection,oneof" json:"selection,omitempty"`
	// contains filtered or unexported fields
}

Lasso kwargs with optional type.

func (*LassoExpressionkwargs) Descriptor deprecated 

func (*LassoExpressionkwargs) Descriptor() ([]byte, []int)

Deprecated: Use LassoExpressionkwargs.ProtoReflect.Descriptor instead.

func (*LassoExpressionkwargs) GetCopy_X 

func (x *LassoExpressionkwargs) GetCopy_X() bool

func (*LassoExpressionkwargs) GetFitIntercept 

func (x *LassoExpressionkwargs) GetFitIntercept() bool

func (*LassoExpressionkwargs) GetMaxIter 

func (x *LassoExpressionkwargs) GetMaxIter() int32

func (*LassoExpressionkwargs) GetPositive 

func (x *LassoExpressionkwargs) GetPositive() bool

func (*LassoExpressionkwargs) GetPrecompute 

func (x *LassoExpressionkwargs) GetPrecompute() *anypb.Any

func (*LassoExpressionkwargs) GetRandomState 

func (x *LassoExpressionkwargs) GetRandomState() *anypb.Any

func (*LassoExpressionkwargs) GetSelection 

func (x *LassoExpressionkwargs) GetSelection() Selection

func (*LassoExpressionkwargs) GetTol 

func (x *LassoExpressionkwargs) GetTol() float32

func (*LassoExpressionkwargs) GetWarmStart 

func (x *LassoExpressionkwargs) GetWarmStart() bool

func (*LassoExpressionkwargs) ProtoMessage 

func (*LassoExpressionkwargs) ProtoMessage()

func (*LassoExpressionkwargs) ProtoReflect 

func (x *LassoExpressionkwargs) ProtoReflect() protoreflect.Message

func (*LassoExpressionkwargs) Reset 

func (x *LassoExpressionkwargs) Reset()

func (*LassoExpressionkwargs) String 

func (x *LassoExpressionkwargs) String() string

type LassoLarsLassoExpressionReply 

type LassoLarsLassoExpressionReply struct {
	FeatureNamesIn_ *NDArray   `protobuf:"bytes,1,opt,name=feature_names_in_,json=featureNamesIn,proto3,oneof" json:"feature_names_in_,omitempty"`
	NFeaturesIn_    *int32     `protobuf:"varint,2,opt,name=n_features_in_,json=nFeaturesIn,proto3,oneof" json:"n_features_in_,omitempty"`
	NIter_          *anypb.Any `protobuf:"bytes,3,opt,name=n_iter_,json=nIter,proto3,oneof" json:"n_iter_,omitempty"`
	Coef_           *NDArray   `protobuf:"bytes,4,opt,name=coef_,json=coef,proto3,oneof" json:"coef_,omitempty"`
	CoefPath_       *anypb.Any `protobuf:"bytes,5,opt,name=coef_path_,json=coefPath,proto3,oneof" json:"coef_path_,omitempty"`
	Active_         *anypb.Any `protobuf:"bytes,6,opt,name=active_,json=active,proto3,oneof" json:"active_,omitempty"`
	Alphas_         *anypb.Any `protobuf:"bytes,7,opt,name=alphas_,json=alphas,proto3,oneof" json:"alphas_,omitempty"`
	// contains filtered or unexported fields
}

The response message containing the Lasso Lars.

func (*LassoLarsLassoExpressionReply) Descriptor deprecated 

func (*LassoLarsLassoExpressionReply) Descriptor() ([]byte, []int)

Deprecated: Use LassoLarsLassoExpressionReply.ProtoReflect.Descriptor instead.

func (*LassoLarsLassoExpressionReply) GetActive_ 

func (x *LassoLarsLassoExpressionReply) GetActive_() *anypb.Any

func (*LassoLarsLassoExpressionReply) GetAlphas_ 

func (x *LassoLarsLassoExpressionReply) GetAlphas_() *anypb.Any

func (*LassoLarsLassoExpressionReply) GetCoefPath_ 

func (x *LassoLarsLassoExpressionReply) GetCoefPath_() *anypb.Any

func (*LassoLarsLassoExpressionReply) GetCoef_ 

func (x *LassoLarsLassoExpressionReply) GetCoef_() *NDArray

func (*LassoLarsLassoExpressionReply) GetFeatureNamesIn_ 

func (x *LassoLarsLassoExpressionReply) GetFeatureNamesIn_() *NDArray

func (*LassoLarsLassoExpressionReply) GetNFeaturesIn_ 

func (x *LassoLarsLassoExpressionReply) GetNFeaturesIn_() int32

func (*LassoLarsLassoExpressionReply) GetNIter_ 

func (x *LassoLarsLassoExpressionReply) GetNIter_() *anypb.Any

func (*LassoLarsLassoExpressionReply) ProtoMessage 

func (*LassoLarsLassoExpressionReply) ProtoMessage()

func (*LassoLarsLassoExpressionReply) ProtoReflect 

func (x *LassoLarsLassoExpressionReply) ProtoReflect() protoreflect.Message

func (*LassoLarsLassoExpressionReply) Reset 

func (x *LassoLarsLassoExpressionReply) Reset()

func (*LassoLarsLassoExpressionReply) String 

func (x *LassoLarsLassoExpressionReply) String() string

type LassoLarsLassoExpressionRequest 

type LassoLarsLassoExpressionRequest struct {
	Alpha        float32                         `protobuf:"fixed32,1,opt,name=alpha,proto3" json:"alpha,omitempty"`
	XDropData    *anypb.Any                      `protobuf:"bytes,2,opt,name=x_drop_data,json=xDropData,proto3" json:"x_drop_data,omitempty"`
	YDropData    *anypb.Any                      `protobuf:"bytes,3,opt,name=y_drop_data,json=yDropData,proto3" json:"y_drop_data,omitempty"`
	Size         *anypb.Any                      `protobuf:"bytes,4,opt,name=size,proto3" json:"size,omitempty"`
	Random       *anypb.Any                      `protobuf:"bytes,5,opt,name=random,proto3" json:"random,omitempty"`
	Key          string                          `protobuf:"bytes,6,opt,name=key,proto3" json:"key,omitempty"`
	SampleWeight *anypb.Any                      `protobuf:"bytes,7,opt,name=sample_weight,json=sampleWeight,proto3,oneof" json:"sample_weight,omitempty"`
	Kwargs       *LassoLarsLassoExpressionkwargs `protobuf:"bytes,8,opt,name=kwargs,proto3" json:"kwargs,omitempty"`
	// contains filtered or unexported fields
}

The request message containing the Lasso Lars's Data.

func (*LassoLarsLassoExpressionRequest) Descriptor deprecated 

func (*LassoLarsLassoExpressionRequest) Descriptor() ([]byte, []int)

Deprecated: Use LassoLarsLassoExpressionRequest.ProtoReflect.Descriptor instead.

func (*LassoLarsLassoExpressionRequest) GetAlpha 

func (x *LassoLarsLassoExpressionRequest) GetAlpha() float32

func (*LassoLarsLassoExpressionRequest) GetKey 

func (x *LassoLarsLassoExpressionRequest) GetKey() string

func (*LassoLarsLassoExpressionRequest) GetKwargs 

func (x *LassoLarsLassoExpressionRequest) GetKwargs() *LassoLarsLassoExpressionkwargs

func (*LassoLarsLassoExpressionRequest) GetRandom 

func (x *LassoLarsLassoExpressionRequest) GetRandom() *anypb.Any

func (*LassoLarsLassoExpressionRequest) GetSampleWeight 

func (x *LassoLarsLassoExpressionRequest) GetSampleWeight() *anypb.Any

func (*LassoLarsLassoExpressionRequest) GetSize 

func (x *LassoLarsLassoExpressionRequest) GetSize() *anypb.Any

func (*LassoLarsLassoExpressionRequest) GetXDropData 

func (x *LassoLarsLassoExpressionRequest) GetXDropData() *anypb.Any

func (*LassoLarsLassoExpressionRequest) GetYDropData 

func (x *LassoLarsLassoExpressionRequest) GetYDropData() *anypb.Any

func (*LassoLarsLassoExpressionRequest) ProtoMessage 

func (*LassoLarsLassoExpressionRequest) ProtoMessage()

func (*LassoLarsLassoExpressionRequest) ProtoReflect 

func (x *LassoLarsLassoExpressionRequest) ProtoReflect() protoreflect.Message

func (*LassoLarsLassoExpressionRequest) Reset 

func (x *LassoLarsLassoExpressionRequest) Reset()

func (*LassoLarsLassoExpressionRequest) String 

func (x *LassoLarsLassoExpressionRequest) String() string

type LassoLarsLassoExpressionkwargs 

type LassoLarsLassoExpressionkwargs struct {
	FitIntercept *bool      `protobuf:"varint,1,opt,name=fit_intercept,json=fitIntercept,proto3,oneof" json:"fit_intercept,omitempty"`
	Verbose      *anypb.Any `protobuf:"bytes,2,opt,name=verbose,proto3,oneof" json:"verbose,omitempty"`
	Normalize    *anypb.Any `protobuf:"bytes,3,opt,name=normalize,proto3,oneof" json:"normalize,omitempty"`
	Precompute   *string    `protobuf:"bytes,4,opt,name=precompute,proto3,oneof" json:"precompute,omitempty"`
	MaxIter      *int32     `protobuf:"varint,5,opt,name=max_iter,json=maxIter,proto3,oneof" json:"max_iter,omitempty"`
	Eps          *float32   `protobuf:"fixed32,6,opt,name=eps,proto3,oneof" json:"eps,omitempty"`
	Copy_X       *bool      `protobuf:"varint,7,opt,name=copy_X,json=copyX,proto3,oneof" json:"copy_X,omitempty"`
	FitPath      *bool      `protobuf:"varint,8,opt,name=fit_path,json=fitPath,proto3,oneof" json:"fit_path,omitempty"`
	Positive     *bool      `protobuf:"varint,9,opt,name=positive,proto3,oneof" json:"positive,omitempty"`
	Jitter       *float32   `protobuf:"fixed32,10,opt,name=jitter,proto3,oneof" json:"jitter,omitempty"`
	RandomState  *anypb.Any `protobuf:"bytes,11,opt,name=random_state,json=randomState,proto3,oneof" json:"random_state,omitempty"`
	// contains filtered or unexported fields
}

Lasso Lars kwargs with optional type.

func (*LassoLarsLassoExpressionkwargs) Descriptor deprecated 

func (*LassoLarsLassoExpressionkwargs) Descriptor() ([]byte, []int)

Deprecated: Use LassoLarsLassoExpressionkwargs.ProtoReflect.Descriptor instead.

func (*LassoLarsLassoExpressionkwargs) GetCopy_X 

func (x *LassoLarsLassoExpressionkwargs) GetCopy_X() bool

func (*LassoLarsLassoExpressionkwargs) GetEps 

func (x *LassoLarsLassoExpressionkwargs) GetEps() float32

func (*LassoLarsLassoExpressionkwargs) GetFitIntercept 

func (x *LassoLarsLassoExpressionkwargs) GetFitIntercept() bool

func (*LassoLarsLassoExpressionkwargs) GetFitPath 

func (x *LassoLarsLassoExpressionkwargs) GetFitPath() bool

func (*LassoLarsLassoExpressionkwargs) GetJitter 

func (x *LassoLarsLassoExpressionkwargs) GetJitter() float32

func (*LassoLarsLassoExpressionkwargs) GetMaxIter 

func (x *LassoLarsLassoExpressionkwargs) GetMaxIter() int32

func (*LassoLarsLassoExpressionkwargs) GetNormalize 

func (x *LassoLarsLassoExpressionkwargs) GetNormalize() *anypb.Any

func (*LassoLarsLassoExpressionkwargs) GetPositive 

func (x *LassoLarsLassoExpressionkwargs) GetPositive() bool

func (*LassoLarsLassoExpressionkwargs) GetPrecompute 

func (x *LassoLarsLassoExpressionkwargs) GetPrecompute() string

func (*LassoLarsLassoExpressionkwargs) GetRandomState 

func (x *LassoLarsLassoExpressionkwargs) GetRandomState() *anypb.Any

func (*LassoLarsLassoExpressionkwargs) GetVerbose 

func (x *LassoLarsLassoExpressionkwargs) GetVerbose() *anypb.Any

func (*LassoLarsLassoExpressionkwargs) ProtoMessage 

func (*LassoLarsLassoExpressionkwargs) ProtoMessage()

func (*LassoLarsLassoExpressionkwargs) ProtoReflect 

func (x *LassoLarsLassoExpressionkwargs) ProtoReflect() protoreflect.Message

func (*LassoLarsLassoExpressionkwargs) Reset 

func (x *LassoLarsLassoExpressionkwargs) Reset()

func (*LassoLarsLassoExpressionkwargs) String 

func (x *LassoLarsLassoExpressionkwargs) String() string

type LinearRegressionReply 

type LinearRegressionReply struct {
	FeatureNamesIn_   *NDArray   `protobuf:"bytes,1,opt,name=feature_names_in_,json=featureNamesIn,proto3,oneof" json:"feature_names_in_,omitempty"`
	NFeaturesIn_      *int32     `protobuf:"varint,2,opt,name=n_features_in_,json=nFeaturesIn,proto3,oneof" json:"n_features_in_,omitempty"`
	Intercept_        *anypb.Any `protobuf:"bytes,3,opt,name=intercept_,json=intercept,proto3,oneof" json:"intercept_,omitempty"`
	Singular_         *anypb.Any `protobuf:"bytes,4,opt,name=singular_,json=singular,proto3,oneof" json:"singular_,omitempty"`
	Rank_             *int32     `protobuf:"varint,5,opt,name=rank_,json=rank,proto3,oneof" json:"rank_,omitempty"`
	Coef_             *NDArray   `protobuf:"bytes,6,opt,name=coef_,json=coef,proto3,oneof" json:"coef_,omitempty"`
	Socre             *float32   `protobuf:"fixed32,7,opt,name=socre,proto3,oneof" json:"socre,omitempty"`
	Predict           *NDArray   `protobuf:"bytes,8,opt,name=predict,proto3,oneof" json:"predict,omitempty"`
	MeanAbsoluteError *float32   `protobuf:"fixed32,9,opt,name=meanAbsoluteError,proto3,oneof" json:"meanAbsoluteError,omitempty"`
	// contains filtered or unexported fields
}

The response message containing the Linear Regression.

func (*LinearRegressionReply) Descriptor deprecated 

func (*LinearRegressionReply) Descriptor() ([]byte, []int)

Deprecated: Use LinearRegressionReply.ProtoReflect.Descriptor instead.

func (*LinearRegressionReply) GetCoef_ 

func (x *LinearRegressionReply) GetCoef_() *NDArray

func (*LinearRegressionReply) GetFeatureNamesIn_ 

func (x *LinearRegressionReply) GetFeatureNamesIn_() *NDArray

func (*LinearRegressionReply) GetIntercept_ 

func (x *LinearRegressionReply) GetIntercept_() *anypb.Any

func (*LinearRegressionReply) GetMeanAbsoluteError 

func (x *LinearRegressionReply) GetMeanAbsoluteError() float32

func (*LinearRegressionReply) GetNFeaturesIn_ 

func (x *LinearRegressionReply) GetNFeaturesIn_() int32

func (*LinearRegressionReply) GetPredict 

func (x *LinearRegressionReply) GetPredict() *NDArray

func (*LinearRegressionReply) GetRank_ 

func (x *LinearRegressionReply) GetRank_() int32

func (*LinearRegressionReply) GetSingular_ 

func (x *LinearRegressionReply) GetSingular_() *anypb.Any

func (*LinearRegressionReply) GetSocre 

func (x *LinearRegressionReply) GetSocre() float32

func (*LinearRegressionReply) ProtoMessage 

func (*LinearRegressionReply) ProtoMessage()

func (*LinearRegressionReply) ProtoReflect 

func (x *LinearRegressionReply) ProtoReflect() protoreflect.Message

func (*LinearRegressionReply) Reset 

func (x *LinearRegressionReply) Reset()

func (*LinearRegressionReply) String 

func (x *LinearRegressionReply) String() string

type LinearRegressionRequest 

type LinearRegressionRequest struct {
	XDropData    *anypb.Any              `protobuf:"bytes,1,opt,name=x_drop_data,json=xDropData,proto3" json:"x_drop_data,omitempty"`
	YDropData    *anypb.Any              `protobuf:"bytes,2,opt,name=y_drop_data,json=yDropData,proto3" json:"y_drop_data,omitempty"`
	Size         *anypb.Any              `protobuf:"bytes,3,opt,name=size,proto3" json:"size,omitempty"`
	Random       *anypb.Any              `protobuf:"bytes,4,opt,name=random,proto3" json:"random,omitempty"`
	Key          string                  `protobuf:"bytes,5,opt,name=key,proto3" json:"key,omitempty"`
	SampleWeight *anypb.Any              `protobuf:"bytes,7,opt,name=sample_weight,json=sampleWeight,proto3,oneof" json:"sample_weight,omitempty"`
	Kwargs       *LinearRegressionkwargs `protobuf:"bytes,8,opt,name=kwargs,proto3" json:"kwargs,omitempty"`
	// contains filtered or unexported fields
}

The request message containing the Linear Regression's Data.

func (*LinearRegressionRequest) Descriptor deprecated 

func (*LinearRegressionRequest) Descriptor() ([]byte, []int)

Deprecated: Use LinearRegressionRequest.ProtoReflect.Descriptor instead.

func (*LinearRegressionRequest) GetKey 

func (x *LinearRegressionRequest) GetKey() string

func (*LinearRegressionRequest) GetKwargs 

func (x *LinearRegressionRequest) GetKwargs() *LinearRegressionkwargs

func (*LinearRegressionRequest) GetRandom 

func (x *LinearRegressionRequest) GetRandom() *anypb.Any

func (*LinearRegressionRequest) GetSampleWeight 

func (x *LinearRegressionRequest) GetSampleWeight() *anypb.Any

func (*LinearRegressionRequest) GetSize 

func (x *LinearRegressionRequest) GetSize() *anypb.Any

func (*LinearRegressionRequest) GetXDropData 

func (x *LinearRegressionRequest) GetXDropData() *anypb.Any

func (*LinearRegressionRequest) GetYDropData 

func (x *LinearRegressionRequest) GetYDropData() *anypb.Any

func (*LinearRegressionRequest) ProtoMessage 

func (*LinearRegressionRequest) ProtoMessage()

func (*LinearRegressionRequest) ProtoReflect 

func (x *LinearRegressionRequest) ProtoReflect() protoreflect.Message

func (*LinearRegressionRequest) Reset 

func (x *LinearRegressionRequest) Reset()

func (*LinearRegressionRequest) String 

func (x *LinearRegressionRequest) String() string

type LinearRegressionkwargs 

type LinearRegressionkwargs struct {
	FitIntercept *bool   `protobuf:"varint,1,opt,name=fit_intercept,json=fitIntercept,proto3,oneof" json:"fit_intercept,omitempty"`
	Copy_X       *bool   `protobuf:"varint,2,opt,name=copy_X,json=copyX,proto3,oneof" json:"copy_X,omitempty"`
	NJobs        *uint32 `protobuf:"varint,3,opt,name=n_jobs,json=nJobs,proto3,oneof" json:"n_jobs,omitempty"`
	Postive      *bool   `protobuf:"varint,4,opt,name=postive,proto3,oneof" json:"postive,omitempty"`
	// contains filtered or unexported fields
}

Linear Regression kwargs with optional type.

func (*LinearRegressionkwargs) Descriptor deprecated 

func (*LinearRegressionkwargs) Descriptor() ([]byte, []int)

Deprecated: Use LinearRegressionkwargs.ProtoReflect.Descriptor instead.

func (*LinearRegressionkwargs) GetCopy_X 

func (x *LinearRegressionkwargs) GetCopy_X() bool

func (*LinearRegressionkwargs) GetFitIntercept 

func (x *LinearRegressionkwargs) GetFitIntercept() bool

func (*LinearRegressionkwargs) GetNJobs 

func (x *LinearRegressionkwargs) GetNJobs() uint32

func (*LinearRegressionkwargs) GetPostive 

func (x *LinearRegressionkwargs) GetPostive() bool

func (*LinearRegressionkwargs) ProtoMessage 

func (*LinearRegressionkwargs) ProtoMessage()

func (*LinearRegressionkwargs) ProtoReflect 

func (x *LinearRegressionkwargs) ProtoReflect() protoreflect.Message

func (*LinearRegressionkwargs) Reset 

func (x *LinearRegressionkwargs) Reset()

func (*LinearRegressionkwargs) String 

func (x *LinearRegressionkwargs) String() string

type LinearReply 

type LinearReply struct {
	NIter_          *int32     `protobuf:"varint,1,opt,name=n_iter_,json=nIter,proto3,oneof" json:"n_iter_,omitempty"`
	FeatureNamesIn_ *NDArray   `protobuf:"bytes,2,opt,name=feature_names_in_,json=featureNamesIn,proto3,oneof" json:"feature_names_in_,omitempty"`
	NFeaturesIn_    *int32     `protobuf:"varint,3,opt,name=n_features_in_,json=nFeaturesIn,proto3,oneof" json:"n_features_in_,omitempty"`
	Classes_        *NDArray   `protobuf:"bytes,4,opt,name=classes_,json=classes,proto3,oneof" json:"classes_,omitempty"`
	Intercept_      *anypb.Any `protobuf:"bytes,5,opt,name=intercept_,json=intercept,proto3,oneof" json:"intercept_,omitempty"`
	Coef_           *NDArray   `protobuf:"bytes,6,opt,name=coef_,json=coef,proto3,oneof" json:"coef_,omitempty"`
	// contains filtered or unexported fields
}

The response message containing the Linear.

func (*LinearReply) Descriptor deprecated 

func (*LinearReply) Descriptor() ([]byte, []int)

Deprecated: Use LinearReply.ProtoReflect.Descriptor instead.

func (*LinearReply) GetClasses_ 

func (x *LinearReply) GetClasses_() *NDArray

func (*LinearReply) GetCoef_ 

func (x *LinearReply) GetCoef_() *NDArray

func (*LinearReply) GetFeatureNamesIn_ 

func (x *LinearReply) GetFeatureNamesIn_() *NDArray

func (*LinearReply) GetIntercept_ 

func (x *LinearReply) GetIntercept_() *anypb.Any

func (*LinearReply) GetNFeaturesIn_ 

func (x *LinearReply) GetNFeaturesIn_() int32

func (*LinearReply) GetNIter_ 

func (x *LinearReply) GetNIter_() int32

func (*LinearReply) ProtoMessage 

func (*LinearReply) ProtoMessage()

func (*LinearReply) ProtoReflect 

func (x *LinearReply) ProtoReflect() protoreflect.Message

func (*LinearReply) Reset 

func (x *LinearReply) Reset()

func (*LinearReply) String 

func (x *LinearReply) String() string

type LinearRequest 

type LinearRequest struct {
	XDropData    *anypb.Any    `protobuf:"bytes,1,opt,name=x_drop_data,json=xDropData,proto3" json:"x_drop_data,omitempty"`
	YDropData    *anypb.Any    `protobuf:"bytes,2,opt,name=y_drop_data,json=yDropData,proto3" json:"y_drop_data,omitempty"`
	Size         *anypb.Any    `protobuf:"bytes,3,opt,name=size,proto3" json:"size,omitempty"`
	Random       *anypb.Any    `protobuf:"bytes,4,opt,name=random,proto3" json:"random,omitempty"`
	Key          string        `protobuf:"bytes,5,opt,name=key,proto3" json:"key,omitempty"`
	SampleWeight *anypb.Any    `protobuf:"bytes,6,opt,name=sample_weight,json=sampleWeight,proto3,oneof" json:"sample_weight,omitempty"`
	Kwargs       *Linearkwargs `protobuf:"bytes,7,opt,name=kwargs,proto3" json:"kwargs,omitempty"`
	// contains filtered or unexported fields
}

The request message containing the Linear 's Data.

func (*LinearRequest) Descriptor deprecated 

func (*LinearRequest) Descriptor() ([]byte, []int)

Deprecated: Use LinearRequest.ProtoReflect.Descriptor instead.

func (*LinearRequest) GetKey 

func (x *LinearRequest) GetKey() string

func (*LinearRequest) GetKwargs 

func (x *LinearRequest) GetKwargs() *Linearkwargs

func (*LinearRequest) GetRandom 

func (x *LinearRequest) GetRandom() *anypb.Any

func (*LinearRequest) GetSampleWeight 

func (x *LinearRequest) GetSampleWeight() *anypb.Any

func (*LinearRequest) GetSize 

func (x *LinearRequest) GetSize() *anypb.Any

func (*LinearRequest) GetXDropData 

func (x *LinearRequest) GetXDropData() *anypb.Any

func (*LinearRequest) GetYDropData 

func (x *LinearRequest) GetYDropData() *anypb.Any

func (*LinearRequest) ProtoMessage 

func (*LinearRequest) ProtoMessage()

func (*LinearRequest) ProtoReflect 

func (x *LinearRequest) ProtoReflect() protoreflect.Message

func (*LinearRequest) Reset 

func (x *LinearRequest) Reset()

func (*LinearRequest) String 

func (x *LinearRequest) String() string

type LinearRidgeCVReply 

type LinearRidgeCVReply struct {
	FeatureNamesIn_ *NDArray   `protobuf:"bytes,1,opt,name=feature_names_in_,json=featureNamesIn,proto3,oneof" json:"feature_names_in_,omitempty"`
	NFeaturesIn_    *int32     `protobuf:"varint,2,opt,name=n_features_in_,json=nFeaturesIn,proto3,oneof" json:"n_features_in_,omitempty"`
	BestScore_      *anypb.Any `protobuf:"bytes,3,opt,name=best_score_,json=bestScore,proto3,oneof" json:"best_score_,omitempty"`
	Alpha           *anypb.Any `protobuf:"bytes,4,opt,name=alpha,proto3,oneof" json:"alpha,omitempty"`
	Intercept_      *anypb.Any `protobuf:"bytes,5,opt,name=intercept_,json=intercept,proto3,oneof" json:"intercept_,omitempty"`
	Coef_           *NDArray   `protobuf:"bytes,6,opt,name=coef_,json=coef,proto3,oneof" json:"coef_,omitempty"`
	CvValues_       *NDArray   `protobuf:"bytes,7,opt,name=cv_values_,json=cvValues,proto3,oneof" json:"cv_values_,omitempty"`
	// contains filtered or unexported fields
}

The response message containing the Ridge CV.

func (*LinearRidgeCVReply) Descriptor deprecated 

func (*LinearRidgeCVReply) Descriptor() ([]byte, []int)

Deprecated: Use LinearRidgeCVReply.ProtoReflect.Descriptor instead.

func (*LinearRidgeCVReply) GetAlpha 

func (x *LinearRidgeCVReply) GetAlpha() *anypb.Any

func (*LinearRidgeCVReply) GetBestScore_ 

func (x *LinearRidgeCVReply) GetBestScore_() *anypb.Any

func (*LinearRidgeCVReply) GetCoef_ 

func (x *LinearRidgeCVReply) GetCoef_() *NDArray

func (*LinearRidgeCVReply) GetCvValues_ 

func (x *LinearRidgeCVReply) GetCvValues_() *NDArray

func (*LinearRidgeCVReply) GetFeatureNamesIn_ 

func (x *LinearRidgeCVReply) GetFeatureNamesIn_() *NDArray

func (*LinearRidgeCVReply) GetIntercept_ 

func (x *LinearRidgeCVReply) GetIntercept_() *anypb.Any

func (*LinearRidgeCVReply) GetNFeaturesIn_ 

func (x *LinearRidgeCVReply) GetNFeaturesIn_() int32

func (*LinearRidgeCVReply) ProtoMessage 

func (*LinearRidgeCVReply) ProtoMessage()

func (*LinearRidgeCVReply) ProtoReflect 

func (x *LinearRidgeCVReply) ProtoReflect() protoreflect.Message

func (*LinearRidgeCVReply) Reset 

func (x *LinearRidgeCVReply) Reset()

func (*LinearRidgeCVReply) String 

func (x *LinearRidgeCVReply) String() string

type LinearRidgeCVRequest 

type LinearRidgeCVRequest struct {
	Alpha        *anypb.Any           `protobuf:"bytes,1,opt,name=alpha,proto3" json:"alpha,omitempty"`
	XDropData    *anypb.Any           `protobuf:"bytes,2,opt,name=x_drop_data,json=xDropData,proto3" json:"x_drop_data,omitempty"`
	YDropData    *anypb.Any           `protobuf:"bytes,3,opt,name=y_drop_data,json=yDropData,proto3" json:"y_drop_data,omitempty"`
	Size         *anypb.Any           `protobuf:"bytes,4,opt,name=size,proto3" json:"size,omitempty"`
	Random       *anypb.Any           `protobuf:"bytes,5,opt,name=random,proto3" json:"random,omitempty"`
	Key          string               `protobuf:"bytes,6,opt,name=key,proto3" json:"key,omitempty"`
	SampleWeight *anypb.Any           `protobuf:"bytes,7,opt,name=sample_weight,json=sampleWeight,proto3,oneof" json:"sample_weight,omitempty"`
	Kwargs       *LinearRidgeCVkwargs `protobuf:"bytes,8,opt,name=kwargs,proto3" json:"kwargs,omitempty"`
	// contains filtered or unexported fields
}

The request message containing the Ridge CV's Data.

func (*LinearRidgeCVRequest) Descriptor deprecated 

func (*LinearRidgeCVRequest) Descriptor() ([]byte, []int)

Deprecated: Use LinearRidgeCVRequest.ProtoReflect.Descriptor instead.

func (*LinearRidgeCVRequest) GetAlpha 

func (x *LinearRidgeCVRequest) GetAlpha() *anypb.Any

func (*LinearRidgeCVRequest) GetKey 

func (x *LinearRidgeCVRequest) GetKey() string

func (*LinearRidgeCVRequest) GetKwargs 

func (x *LinearRidgeCVRequest) GetKwargs() *LinearRidgeCVkwargs

func (*LinearRidgeCVRequest) GetRandom 

func (x *LinearRidgeCVRequest) GetRandom() *anypb.Any

func (*LinearRidgeCVRequest) GetSampleWeight 

func (x *LinearRidgeCVRequest) GetSampleWeight() *anypb.Any

func (*LinearRidgeCVRequest) GetSize 

func (x *LinearRidgeCVRequest) GetSize() *anypb.Any

func (*LinearRidgeCVRequest) GetXDropData 

func (x *LinearRidgeCVRequest) GetXDropData() *anypb.Any

func (*LinearRidgeCVRequest) GetYDropData 

func (x *LinearRidgeCVRequest) GetYDropData() *anypb.Any

func (*LinearRidgeCVRequest) ProtoMessage 

func (*LinearRidgeCVRequest) ProtoMessage()

func (*LinearRidgeCVRequest) ProtoReflect 

func (x *LinearRidgeCVRequest) ProtoReflect() protoreflect.Message

func (*LinearRidgeCVRequest) Reset 

func (x *LinearRidgeCVRequest) Reset()

func (*LinearRidgeCVRequest) String 

func (x *LinearRidgeCVRequest) String() string

type LinearRidgeCVkwargs 

type LinearRidgeCVkwargs struct {
	FitIntercept   *bool      `protobuf:"varint,1,opt,name=fit_intercept,json=fitIntercept,proto3,oneof" json:"fit_intercept,omitempty"`
	Scoring        *anypb.Any `protobuf:"bytes,2,opt,name=scoring,proto3,oneof" json:"scoring,omitempty"`
	Cv             *anypb.Any `protobuf:"bytes,3,opt,name=cv,proto3,oneof" json:"cv,omitempty"`
	GcvMode        *anypb.Any `protobuf:"bytes,4,opt,name=gcv_mode,json=gcvMode,proto3,oneof" json:"gcv_mode,omitempty"`
	StoreCvValues  *bool      `protobuf:"varint,5,opt,name=store_cv_values,json=storeCvValues,proto3,oneof" json:"store_cv_values,omitempty"`
	AlphaPerTarget *bool      `protobuf:"varint,6,opt,name=alpha_per_target,json=alphaPerTarget,proto3,oneof" json:"alpha_per_target,omitempty"`
	// contains filtered or unexported fields
}

RidgeCV kwargs with optional type.

func (*LinearRidgeCVkwargs) Descriptor deprecated 

func (*LinearRidgeCVkwargs) Descriptor() ([]byte, []int)

Deprecated: Use LinearRidgeCVkwargs.ProtoReflect.Descriptor instead.

func (*LinearRidgeCVkwargs) GetAlphaPerTarget 

func (x *LinearRidgeCVkwargs) GetAlphaPerTarget() bool

func (*LinearRidgeCVkwargs) GetCv 

func (x *LinearRidgeCVkwargs) GetCv() *anypb.Any

func (*LinearRidgeCVkwargs) GetFitIntercept 

func (x *LinearRidgeCVkwargs) GetFitIntercept() bool

func (*LinearRidgeCVkwargs) GetGcvMode 

func (x *LinearRidgeCVkwargs) GetGcvMode() *anypb.Any

func (*LinearRidgeCVkwargs) GetScoring 

func (x *LinearRidgeCVkwargs) GetScoring() *anypb.Any

func (*LinearRidgeCVkwargs) GetStoreCvValues 

func (x *LinearRidgeCVkwargs) GetStoreCvValues() bool

func (*LinearRidgeCVkwargs) ProtoMessage 

func (*LinearRidgeCVkwargs) ProtoMessage()

func (*LinearRidgeCVkwargs) ProtoReflect 

func (x *LinearRidgeCVkwargs) ProtoReflect() protoreflect.Message

func (*LinearRidgeCVkwargs) Reset 

func (x *LinearRidgeCVkwargs) Reset()

func (*LinearRidgeCVkwargs) String 

func (x *LinearRidgeCVkwargs) String() string

type LinearRidgeReply 

type LinearRidgeReply struct {
	FeatureNamesIn_ *NDArray   `protobuf:"bytes,1,opt,name=feature_names_in_,json=featureNamesIn,proto3,oneof" json:"feature_names_in_,omitempty"`
	NFeaturesIn_    *int32     `protobuf:"varint,2,opt,name=n_features_in_,json=nFeaturesIn,proto3,oneof" json:"n_features_in_,omitempty"`
	NIter_          *anypb.Any `protobuf:"bytes,3,opt,name=n_iter_,json=nIter,proto3,oneof" json:"n_iter_,omitempty"`
	Intercept_      *anypb.Any `protobuf:"bytes,4,opt,name=intercept_,json=intercept,proto3,oneof" json:"intercept_,omitempty"`
	Coef_           *NDArray   `protobuf:"bytes,5,opt,name=coef_,json=coef,proto3,oneof" json:"coef_,omitempty"`
	// contains filtered or unexported fields
}

The response message containing the Ridge.

func (*LinearRidgeReply) Descriptor deprecated 

func (*LinearRidgeReply) Descriptor() ([]byte, []int)

Deprecated: Use LinearRidgeReply.ProtoReflect.Descriptor instead.

func (*LinearRidgeReply) GetCoef_ 

func (x *LinearRidgeReply) GetCoef_() *NDArray

func (*LinearRidgeReply) GetFeatureNamesIn_ 

func (x *LinearRidgeReply) GetFeatureNamesIn_() *NDArray

func (*LinearRidgeReply) GetIntercept_ 

func (x *LinearRidgeReply) GetIntercept_() *anypb.Any

func (*LinearRidgeReply) GetNFeaturesIn_ 

func (x *LinearRidgeReply) GetNFeaturesIn_() int32

func (*LinearRidgeReply) GetNIter_ 

func (x *LinearRidgeReply) GetNIter_() *anypb.Any

func (*LinearRidgeReply) ProtoMessage 

func (*LinearRidgeReply) ProtoMessage()

func (*LinearRidgeReply) ProtoReflect 

func (x *LinearRidgeReply) ProtoReflect() protoreflect.Message

func (*LinearRidgeReply) Reset 

func (x *LinearRidgeReply) Reset()

func (*LinearRidgeReply) String 

func (x *LinearRidgeReply) String() string

type LinearRidgeRequest 

type LinearRidgeRequest struct {
	Alpha        *anypb.Any         `protobuf:"bytes,1,opt,name=alpha,proto3" json:"alpha,omitempty"`
	XDropData    *anypb.Any         `protobuf:"bytes,2,opt,name=x_drop_data,json=xDropData,proto3" json:"x_drop_data,omitempty"`
	YDropData    *anypb.Any         `protobuf:"bytes,3,opt,name=y_drop_data,json=yDropData,proto3" json:"y_drop_data,omitempty"`
	Size         *anypb.Any         `protobuf:"bytes,4,opt,name=size,proto3" json:"size,omitempty"`
	Random       *anypb.Any         `protobuf:"bytes,5,opt,name=random,proto3" json:"random,omitempty"`
	Key          string             `protobuf:"bytes,6,opt,name=key,proto3" json:"key,omitempty"`
	SampleWeight *anypb.Any         `protobuf:"bytes,7,opt,name=sample_weight,json=sampleWeight,proto3,oneof" json:"sample_weight,omitempty"`
	Kwargs       *LinearRidgekwargs `protobuf:"bytes,8,opt,name=kwargs,proto3" json:"kwargs,omitempty"`
	// contains filtered or unexported fields
}

The request message containing the Ridge's Data.

func (*LinearRidgeRequest) Descriptor deprecated 

func (*LinearRidgeRequest) Descriptor() ([]byte, []int)

Deprecated: Use LinearRidgeRequest.ProtoReflect.Descriptor instead.

func (*LinearRidgeRequest) GetAlpha 

func (x *LinearRidgeRequest) GetAlpha() *anypb.Any

func (*LinearRidgeRequest) GetKey 

func (x *LinearRidgeRequest) GetKey() string

func (*LinearRidgeRequest) GetKwargs 

func (x *LinearRidgeRequest) GetKwargs() *LinearRidgekwargs

func (*LinearRidgeRequest) GetRandom 

func (x *LinearRidgeRequest) GetRandom() *anypb.Any

func (*LinearRidgeRequest) GetSampleWeight 

func (x *LinearRidgeRequest) GetSampleWeight() *anypb.Any

func (*LinearRidgeRequest) GetSize 

func (x *LinearRidgeRequest) GetSize() *anypb.Any

func (*LinearRidgeRequest) GetXDropData 

func (x *LinearRidgeRequest) GetXDropData() *anypb.Any

func (*LinearRidgeRequest) GetYDropData 

func (x *LinearRidgeRequest) GetYDropData() *anypb.Any

func (*LinearRidgeRequest) ProtoMessage 

func (*LinearRidgeRequest) ProtoMessage()

func (*LinearRidgeRequest) ProtoReflect 

func (x *LinearRidgeRequest) ProtoReflect() protoreflect.Message

func (*LinearRidgeRequest) Reset 

func (x *LinearRidgeRequest) Reset()

func (*LinearRidgeRequest) String 

func (x *LinearRidgeRequest) String() string

type LinearRidgekwargs 

type LinearRidgekwargs struct {
	FitIntercept *bool      `protobuf:"varint,1,opt,name=fit_intercept,json=fitIntercept,proto3,oneof" json:"fit_intercept,omitempty"`
	Copy_X       *bool      `protobuf:"varint,2,opt,name=copy_X,json=copyX,proto3,oneof" json:"copy_X,omitempty"`
	MaxIter      *anypb.Any `protobuf:"bytes,3,opt,name=max_iter,json=maxIter,proto3,oneof" json:"max_iter,omitempty"`
	Tol          *float32   `protobuf:"fixed32,4,opt,name=tol,proto3,oneof" json:"tol,omitempty"`
	Solver       *Solver    `protobuf:"varint,5,opt,name=solver,proto3,enum=AIProto.Solver,oneof" json:"solver,omitempty"`
	Postive      *bool      `protobuf:"varint,6,opt,name=postive,proto3,oneof" json:"postive,omitempty"`
	RandomState  *anypb.Any `protobuf:"bytes,7,opt,name=random_state,json=randomState,proto3,oneof" json:"random_state,omitempty"`
	// contains filtered or unexported fields
}

Ridge kwargs with optional type.

func (*LinearRidgekwargs) Descriptor deprecated 

func (*LinearRidgekwargs) Descriptor() ([]byte, []int)

Deprecated: Use LinearRidgekwargs.ProtoReflect.Descriptor instead.

func (*LinearRidgekwargs) GetCopy_X 

func (x *LinearRidgekwargs) GetCopy_X() bool

func (*LinearRidgekwargs) GetFitIntercept 

func (x *LinearRidgekwargs) GetFitIntercept() bool

func (*LinearRidgekwargs) GetMaxIter 

func (x *LinearRidgekwargs) GetMaxIter() *anypb.Any

func (*LinearRidgekwargs) GetPostive 

func (x *LinearRidgekwargs) GetPostive() bool

func (*LinearRidgekwargs) GetRandomState 

func (x *LinearRidgekwargs) GetRandomState() *anypb.Any

func (*LinearRidgekwargs) GetSolver 

func (x *LinearRidgekwargs) GetSolver() Solver

func (*LinearRidgekwargs) GetTol 

func (x *LinearRidgekwargs) GetTol() float32

func (*LinearRidgekwargs) ProtoMessage 

func (*LinearRidgekwargs) ProtoMessage()

func (*LinearRidgekwargs) ProtoReflect 

func (x *LinearRidgekwargs) ProtoReflect() protoreflect.Message

func (*LinearRidgekwargs) Reset 

func (x *LinearRidgekwargs) Reset()

func (*LinearRidgekwargs) String 

func (x *LinearRidgekwargs) String() string

type LinearSVCkwargs 

type LinearSVCkwargs struct {
	Penalty          *Penalty     `protobuf:"varint,1,opt,name=penalty,proto3,enum=AIProto.Penalty,oneof" json:"penalty,omitempty"`
	Loss             *Loss        `protobuf:"varint,2,opt,name=loss,proto3,enum=AIProto.Loss,oneof" json:"loss,omitempty"`
	Dual             *bool        `protobuf:"varint,3,opt,name=dual,proto3,oneof" json:"dual,omitempty"`
	Tol              *float32     `protobuf:"fixed32,4,opt,name=tol,proto3,oneof" json:"tol,omitempty"`
	C                *float32     `protobuf:"fixed32,5,opt,name=C,proto3,oneof" json:"C,omitempty"`
	MultiClass       *Multi_Class `protobuf:"varint,6,opt,name=multi_class,json=multiClass,proto3,enum=AIProto.Multi_Class,oneof" json:"multi_class,omitempty"`
	FitIntercept     *bool        `protobuf:"varint,7,opt,name=fit_intercept,json=fitIntercept,proto3,oneof" json:"fit_intercept,omitempty"`
	InterceptScaling *float32     `protobuf:"fixed32,8,opt,name=intercept_scaling,json=interceptScaling,proto3,oneof" json:"intercept_scaling,omitempty"`
	ClassWeight      *anypb.Any   `protobuf:"bytes,9,opt,name=class_weight,json=classWeight,proto3,oneof" json:"class_weight,omitempty"`
	Verbose          *int32       `protobuf:"varint,10,opt,name=verbose,proto3,oneof" json:"verbose,omitempty"`
	RandomState      *anypb.Any   `protobuf:"bytes,11,opt,name=random_state,json=randomState,proto3,oneof" json:"random_state,omitempty"`
	MaxIter          *int64       `protobuf:"varint,12,opt,name=max_iter,json=maxIter,proto3,oneof" json:"max_iter,omitempty"`
	// contains filtered or unexported fields
}

Linear SVC kwargs with optional type.

func (*LinearSVCkwargs) Descriptor deprecated 

func (*LinearSVCkwargs) Descriptor() ([]byte, []int)

Deprecated: Use LinearSVCkwargs.ProtoReflect.Descriptor instead.

func (*LinearSVCkwargs) GetC 

func (x *LinearSVCkwargs) GetC() float32

func (*LinearSVCkwargs) GetClassWeight 

func (x *LinearSVCkwargs) GetClassWeight() *anypb.Any

func (*LinearSVCkwargs) GetDual 

func (x *LinearSVCkwargs) GetDual() bool

func (*LinearSVCkwargs) GetFitIntercept 

func (x *LinearSVCkwargs) GetFitIntercept() bool

func (*LinearSVCkwargs) GetInterceptScaling 

func (x *LinearSVCkwargs) GetInterceptScaling() float32

func (*LinearSVCkwargs) GetLoss 

func (x *LinearSVCkwargs) GetLoss() Loss

func (*LinearSVCkwargs) GetMaxIter 

func (x *LinearSVCkwargs) GetMaxIter() int64

func (*LinearSVCkwargs) GetMultiClass 

func (x *LinearSVCkwargs) GetMultiClass() Multi_Class

func (*LinearSVCkwargs) GetPenalty 

func (x *LinearSVCkwargs) GetPenalty() Penalty

func (*LinearSVCkwargs) GetRandomState 

func (x *LinearSVCkwargs) GetRandomState() *anypb.Any

func (*LinearSVCkwargs) GetTol 

func (x *LinearSVCkwargs) GetTol() float32

func (*LinearSVCkwargs) GetVerbose 

func (x *LinearSVCkwargs) GetVerbose() int32

func (*LinearSVCkwargs) ProtoMessage 

func (*LinearSVCkwargs) ProtoMessage()

func (*LinearSVCkwargs) ProtoReflect 

func (x *LinearSVCkwargs) ProtoReflect() protoreflect.Message

func (*LinearSVCkwargs) Reset 

func (x *LinearSVCkwargs) Reset()

func (*LinearSVCkwargs) String 

func (x *LinearSVCkwargs) String() string

type LinearServiceClient 

type LinearServiceClient interface {
	// Sends a Linear Regression
	LinearRegressionEvent(ctx context.Context, in *LinearRegressionRequest, opts ...grpc.CallOption) (*LinearRegressionReply, error)
	// Sends a Ridge
	LinearRidgeEvent(ctx context.Context, in *LinearRidgeRequest, opts ...grpc.CallOption) (*LinearRidgeReply, error)
	// Sends a Ridge CV
	LinearRidgeCVEvent(ctx context.Context, in *LinearRidgeCVRequest, opts ...grpc.CallOption) (*LinearRidgeCVReply, error)
	// Sends a Lasso
	LassoExpressionEvent(ctx context.Context, in *LassoExpressionRequest, opts ...grpc.CallOption) (*LassoExpressionReply, error)
	// Send a LassoLars
	LassoLarsLassoExpressionEvent(ctx context.Context, in *LassoLarsLassoExpressionRequest, opts ...grpc.CallOption) (*LassoLarsLassoExpressionReply, error)
	// Send a Bayesian Ridge
	BayesianRidgeEvent(ctx context.Context, in *BayesianRidgeRequest, opts ...grpc.CallOption) (*BayesianRidgeReply, error)
	// Send a Tweedie Regressor
	TweedieRegressorEvent(ctx context.Context, in *TweedieRegressorRequest, opts ...grpc.CallOption) (*TweedieRegressorReply, error)
	// Send a SGD Classifier
	SGDClassifierEvent(ctx context.Context, in *SGDClassifierRequest, opts ...grpc.CallOption) (*SGDClassifierReply, error)
	// Send a Elastic Net
	ElasticNetEvent(ctx context.Context, in *ElasticNetRequest, opts ...grpc.CallOption) (*ElasticNetReply, error)
}

LinearServiceClient is the client API for LinearService service.

For semantics around ctx use and closing/ending streaming RPCs, please refer to https://pkg.go.dev/google.golang.org/grpc/?tab=doc#ClientConn.NewStream.

func NewLinearServiceClient 

func NewLinearServiceClient(cc grpc.ClientConnInterface) LinearServiceClient

type LinearServiceServer 

type LinearServiceServer interface {
	// Sends a Linear Regression
	LinearRegressionEvent(context.Context, *LinearRegressionRequest) (*LinearRegressionReply, error)
	// Sends a Ridge
	LinearRidgeEvent(context.Context, *LinearRidgeRequest) (*LinearRidgeReply, error)
	// Sends a Ridge CV
	LinearRidgeCVEvent(context.Context, *LinearRidgeCVRequest) (*LinearRidgeCVReply, error)
	// Sends a Lasso
	LassoExpressionEvent(context.Context, *LassoExpressionRequest) (*LassoExpressionReply, error)
	// Send a LassoLars
	LassoLarsLassoExpressionEvent(context.Context, *LassoLarsLassoExpressionRequest) (*LassoLarsLassoExpressionReply, error)
	// Send a Bayesian Ridge
	BayesianRidgeEvent(context.Context, *BayesianRidgeRequest) (*BayesianRidgeReply, error)
	// Send a Tweedie Regressor
	TweedieRegressorEvent(context.Context, *TweedieRegressorRequest) (*TweedieRegressorReply, error)
	// Send a SGD Classifier
	SGDClassifierEvent(context.Context, *SGDClassifierRequest) (*SGDClassifierReply, error)
	// Send a Elastic Net
	ElasticNetEvent(context.Context, *ElasticNetRequest) (*ElasticNetReply, error)
	// contains filtered or unexported methods
}

LinearServiceServer is the server API for LinearService service. All implementations must embed UnimplementedLinearServiceServer for forward compatibility

type Linearkwargs 

type Linearkwargs struct {
	Penalty          *Penalty     `protobuf:"varint,1,opt,name=penalty,proto3,enum=AIProto.Penalty,oneof" json:"penalty,omitempty"`
	Loss             *Loss        `protobuf:"varint,2,opt,name=loss,proto3,enum=AIProto.Loss,oneof" json:"loss,omitempty"`
	Dual             *bool        `protobuf:"varint,3,opt,name=dual,proto3,oneof" json:"dual,omitempty"`
	Tol              *float32     `protobuf:"fixed32,4,opt,name=tol,proto3,oneof" json:"tol,omitempty"`
	C                *float32     `protobuf:"fixed32,5,opt,name=C,proto3,oneof" json:"C,omitempty"`
	MultiClass       *Multi_Class `protobuf:"varint,6,opt,name=multi_class,json=multiClass,proto3,enum=AIProto.Multi_Class,oneof" json:"multi_class,omitempty"`
	FitIntercept     *bool        `protobuf:"varint,7,opt,name=fit_intercept,json=fitIntercept,proto3,oneof" json:"fit_intercept,omitempty"`
	InterceptScaling *float32     `protobuf:"fixed32,8,opt,name=intercept_scaling,json=interceptScaling,proto3,oneof" json:"intercept_scaling,omitempty"`
	ClassWeight      *anypb.Any   `protobuf:"bytes,9,opt,name=class_weight,json=classWeight,proto3,oneof" json:"class_weight,omitempty"`
	Verbose          *int32       `protobuf:"varint,10,opt,name=verbose,proto3,oneof" json:"verbose,omitempty"`
	RandomState      *anypb.Any   `protobuf:"bytes,11,opt,name=random_state,json=randomState,proto3,oneof" json:"random_state,omitempty"`
	MaxIter          *int64       `protobuf:"varint,12,opt,name=max_iter,json=maxIter,proto3,oneof" json:"max_iter,omitempty"`
	// contains filtered or unexported fields
}

Linear kwargs with optional type.

func (*Linearkwargs) Descriptor deprecated 

func (*Linearkwargs) Descriptor() ([]byte, []int)

Deprecated: Use Linearkwargs.ProtoReflect.Descriptor instead.

func (*Linearkwargs) GetC 

func (x *Linearkwargs) GetC() float32

func (*Linearkwargs) GetClassWeight 

func (x *Linearkwargs) GetClassWeight() *anypb.Any

func (*Linearkwargs) GetDual 

func (x *Linearkwargs) GetDual() bool

func (*Linearkwargs) GetFitIntercept 

func (x *Linearkwargs) GetFitIntercept() bool

func (*Linearkwargs) GetInterceptScaling 

func (x *Linearkwargs) GetInterceptScaling() float32

func (*Linearkwargs) GetLoss 

func (x *Linearkwargs) GetLoss() Loss

func (*Linearkwargs) GetMaxIter 

func (x *Linearkwargs) GetMaxIter() int64

func (*Linearkwargs) GetMultiClass 

func (x *Linearkwargs) GetMultiClass() Multi_Class

func (*Linearkwargs) GetPenalty 

func (x *Linearkwargs) GetPenalty() Penalty

func (*Linearkwargs) GetRandomState 

func (x *Linearkwargs) GetRandomState() *anypb.Any

func (*Linearkwargs) GetTol 

func (x *Linearkwargs) GetTol() float32

func (*Linearkwargs) GetVerbose 

func (x *Linearkwargs) GetVerbose() int32

func (*Linearkwargs) ProtoMessage 

func (*Linearkwargs) ProtoMessage()

func (*Linearkwargs) ProtoReflect 

func (x *Linearkwargs) ProtoReflect() protoreflect.Message

func (*Linearkwargs) Reset 

func (x *Linearkwargs) Reset()

func (*Linearkwargs) String 

func (x *Linearkwargs) String() string
type Link int32

Link kwargs with enum type. 

const (
	Link_LINK_AUTO     Link = 0
	Link_LINK_LOG      Link = 1
	Link_LINK_IDENTITY Link = 2
)

func (Link) Descriptor 

func (Link) Descriptor() protoreflect.EnumDescriptor

func (Link) Enum 

func (x Link) Enum() *Link

func (Link) EnumDescriptor deprecated 

func (Link) EnumDescriptor() ([]byte, []int)

Deprecated: Use Link.Descriptor instead.

func (Link) Number 

func (x Link) Number() protoreflect.EnumNumber

func (Link) String 

func (x Link) String() string

func (Link) Type 

func (Link) Type() protoreflect.EnumType

type Loss 

type Loss int32

Loss kwargs with enum type. 

const (
	Loss_LOSS_HINGE                       Loss = 0
	Loss_LOSS_LOG_LOSS                    Loss = 1
	Loss_LOSS_LOG                         Loss = 2
	Loss_LOSS_MODIFIED_HUBER              Loss = 3
	Loss_LOSS_SQUARED_HINGE               Loss = 4
	Loss_LOSS_PERCEPTRON                  Loss = 5
	Loss_LOSS_SQUARED_ERROR               Loss = 6
	Loss_LOSS_HUBER                       Loss = 7
	Loss_LOSS_EPSILON_INSENSITIVE         Loss = 8
	Loss_LOSS_SQUARED_EPSILON_INSENSITIVE Loss = 9
)

func (Loss) Descriptor 

func (Loss) Descriptor() protoreflect.EnumDescriptor

func (Loss) Enum 

func (x Loss) Enum() *Loss

func (Loss) EnumDescriptor deprecated 

func (Loss) EnumDescriptor() ([]byte, []int)

Deprecated: Use Loss.Descriptor instead.

func (Loss) Number 

func (x Loss) Number() protoreflect.EnumNumber

func (Loss) String 

func (x Loss) String() string

func (Loss) Type 

func (Loss) Type() protoreflect.EnumType

type Multi_Class 

type Multi_Class int32

Multi_Class kwargs with enum type. 

const (
	Multi_Class_MULTI_CLASS_OVR            Multi_Class = 0
	Multi_Class_MULTI_CLASS_CRAMMER_SINGER Multi_Class = 1
)

func (Multi_Class) Descriptor 

func (Multi_Class) Descriptor() protoreflect.EnumDescriptor

func (Multi_Class) Enum 

func (x Multi_Class) Enum() *Multi_Class

func (Multi_Class) EnumDescriptor deprecated 

func (Multi_Class) EnumDescriptor() ([]byte, []int)

Deprecated: Use Multi_Class.Descriptor instead.

func (Multi_Class) Number 

func (x Multi_Class) Number() protoreflect.EnumNumber

func (Multi_Class) String 

func (x Multi_Class) String() string

func (Multi_Class) Type 

func (Multi_Class) Type() protoreflect.EnumType

type NDArray 

type NDArray struct {
	Shape []int32 `protobuf:"varint,1,rep,packed,name=shape,proto3" json:"shape,omitempty"`
	Dtype float32 `protobuf:"fixed32,2,opt,name=dtype,proto3" json:"dtype,omitempty"`
	// Types that are assignable to Instrument:
	//	*NDArray_Buffer
	//	*NDArray_Offset
	//	*NDArray_Strides
	//	*NDArray_Order
	Instrument isNDArray_Instrument `protobuf_oneof:"instrument"`
	// contains filtered or unexported fields
}

NS Array kwargs with speical type.

func (*NDArray) Descriptor deprecated 

func (*NDArray) Descriptor() ([]byte, []int)

Deprecated: Use NDArray.ProtoReflect.Descriptor instead.

func (*NDArray) GetBuffer 

func (x *NDArray) GetBuffer() *anypb.Any

func (*NDArray) GetDtype 

func (x *NDArray) GetDtype() float32

func (*NDArray) GetInstrument 

func (m *NDArray) GetInstrument() isNDArray_Instrument

func (*NDArray) GetOffset 

func (x *NDArray) GetOffset() *anypb.Any

func (*NDArray) GetOrder 

func (x *NDArray) GetOrder() *anypb.Any

func (*NDArray) GetShape 

func (x *NDArray) GetShape() []int32

func (*NDArray) GetStrides 

func (x *NDArray) GetStrides() *anypb.Any

func (*NDArray) ProtoMessage 

func (*NDArray) ProtoMessage()

func (*NDArray) ProtoReflect 

func (x *NDArray) ProtoReflect() protoreflect.Message

func (*NDArray) Reset 

func (x *NDArray) Reset()

func (*NDArray) String 

func (x *NDArray) String() string

type NDArray_Buffer 

type NDArray_Buffer struct {
	Buffer *anypb.Any `protobuf:"bytes,3,opt,name=buffer,proto3,oneof"`
}

type NDArray_Offset 

type NDArray_Offset struct {
	Offset *anypb.Any `protobuf:"bytes,4,opt,name=offset,proto3,oneof"`
}

type NDArray_Order 

type NDArray_Order struct {
	Order *anypb.Any `protobuf:"bytes,6,opt,name=order,proto3,oneof"`
}

type NDArray_Strides 

type NDArray_Strides struct {
	Strides *anypb.Any `protobuf:"bytes,5,opt,name=strides,proto3,oneof"`
}

type NearestCentroidReply 

type NearestCentroidReply struct {
	FeatureNamesIn_ *NDArray `protobuf:"bytes,1,opt,name=feature_names_in_,json=featureNamesIn,proto3,oneof" json:"feature_names_in_,omitempty"`
	NFeaturesIn_    *int32   `protobuf:"varint,2,opt,name=n_features_in_,json=nFeaturesIn,proto3,oneof" json:"n_features_in_,omitempty"`
	Classes_        *NDArray `protobuf:"bytes,3,opt,name=classes_,json=classes,proto3,oneof" json:"classes_,omitempty"`
	Centroids_      *NDArray `protobuf:"bytes,4,opt,name=centroids_,json=centroids,proto3,oneof" json:"centroids_,omitempty"`
	// contains filtered or unexported fields
}

The response message containing the Nearest Centroid.

func (*NearestCentroidReply) Descriptor deprecated 

func (*NearestCentroidReply) Descriptor() ([]byte, []int)

Deprecated: Use NearestCentroidReply.ProtoReflect.Descriptor instead.

func (*NearestCentroidReply) GetCentroids_ 

func (x *NearestCentroidReply) GetCentroids_() *NDArray

func (*NearestCentroidReply) GetClasses_ 

func (x *NearestCentroidReply) GetClasses_() *NDArray

func (*NearestCentroidReply) GetFeatureNamesIn_ 

func (x *NearestCentroidReply) GetFeatureNamesIn_() *NDArray

func (*NearestCentroidReply) GetNFeaturesIn_ 

func (x *NearestCentroidReply) GetNFeaturesIn_() int32

func (*NearestCentroidReply) ProtoMessage 

func (*NearestCentroidReply) ProtoMessage()

func (*NearestCentroidReply) ProtoReflect 

func (x *NearestCentroidReply) ProtoReflect() protoreflect.Message

func (*NearestCentroidReply) Reset 

func (x *NearestCentroidReply) Reset()

func (*NearestCentroidReply) String 

func (x *NearestCentroidReply) String() string

type NearestCentroidRequest 

type NearestCentroidRequest struct {
	XDropData       *anypb.Any `protobuf:"bytes,1,opt,name=x_drop_data,json=xDropData,proto3" json:"x_drop_data,omitempty"`
	YDropData       *anypb.Any `protobuf:"bytes,2,opt,name=y_drop_data,json=yDropData,proto3" json:"y_drop_data,omitempty"`
	Size            *anypb.Any `protobuf:"bytes,3,opt,name=size,proto3" json:"size,omitempty"`
	Random          *anypb.Any `protobuf:"bytes,4,opt,name=random,proto3" json:"random,omitempty"`
	Key             string     `protobuf:"bytes,5,opt,name=key,proto3" json:"key,omitempty"`
	Metric          *anypb.Any `protobuf:"bytes,6,opt,name=metric,proto3,oneof" json:"metric,omitempty"`
	ShrinkThreshold *float32   `protobuf:"fixed32,7,opt,name=shrink_threshold,json=shrinkThreshold,proto3,oneof" json:"shrink_threshold,omitempty"`
	// contains filtered or unexported fields
}

The request message containing the Nearest Centroid 's Data.

func (*NearestCentroidRequest) Descriptor deprecated 

func (*NearestCentroidRequest) Descriptor() ([]byte, []int)

Deprecated: Use NearestCentroidRequest.ProtoReflect.Descriptor instead.

func (*NearestCentroidRequest) GetKey 

func (x *NearestCentroidRequest) GetKey() string

func (*NearestCentroidRequest) GetMetric 

func (x *NearestCentroidRequest) GetMetric() *anypb.Any

func (*NearestCentroidRequest) GetRandom 

func (x *NearestCentroidRequest) GetRandom() *anypb.Any

func (*NearestCentroidRequest) GetShrinkThreshold 

func (x *NearestCentroidRequest) GetShrinkThreshold() float32

func (*NearestCentroidRequest) GetSize 

func (x *NearestCentroidRequest) GetSize() *anypb.Any

func (*NearestCentroidRequest) GetXDropData 

func (x *NearestCentroidRequest) GetXDropData() *anypb.Any

func (*NearestCentroidRequest) GetYDropData 

func (x *NearestCentroidRequest) GetYDropData() *anypb.Any

func (*NearestCentroidRequest) ProtoMessage 

func (*NearestCentroidRequest) ProtoMessage()

func (*NearestCentroidRequest) ProtoReflect 

func (x *NearestCentroidRequest) ProtoReflect() protoreflect.Message

func (*NearestCentroidRequest) Reset 

func (x *NearestCentroidRequest) Reset()

func (*NearestCentroidRequest) String 

func (x *NearestCentroidRequest) String() string

type NearestNeighborsReply 

type NearestNeighborsReply struct {
	NSamplesFit_           *int32     `protobuf:"varint,1,opt,name=n_samples_fit_,json=nSamplesFit,proto3,oneof" json:"n_samples_fit_,omitempty"`
	FeatureNamesIn_        *NDArray   `protobuf:"bytes,2,opt,name=feature_names_in_,json=featureNamesIn,proto3,oneof" json:"feature_names_in_,omitempty"`
	NFeaturesIn_           *int32     `protobuf:"varint,3,opt,name=n_features_in_,json=nFeaturesIn,proto3,oneof" json:"n_features_in_,omitempty"`
	EffectiveMetricParams_ *anypb.Any `` /* 134-byte string literal not displayed */
	EffectiveMetric_       *string    `protobuf:"bytes,5,opt,name=effective_metric_,json=effectiveMetric,proto3,oneof" json:"effective_metric_,omitempty"`
	// contains filtered or unexported fields
}

The response message containing the Nearest Neighbors.

func (*NearestNeighborsReply) Descriptor deprecated 

func (*NearestNeighborsReply) Descriptor() ([]byte, []int)

Deprecated: Use NearestNeighborsReply.ProtoReflect.Descriptor instead.

func (*NearestNeighborsReply) GetEffectiveMetricParams_ 

func (x *NearestNeighborsReply) GetEffectiveMetricParams_() *anypb.Any

func (*NearestNeighborsReply) GetEffectiveMetric_ 

func (x *NearestNeighborsReply) GetEffectiveMetric_() string

func (*NearestNeighborsReply) GetFeatureNamesIn_ 

func (x *NearestNeighborsReply) GetFeatureNamesIn_() *NDArray

func (*NearestNeighborsReply) GetNFeaturesIn_ 

func (x *NearestNeighborsReply) GetNFeaturesIn_() int32

func (*NearestNeighborsReply) GetNSamplesFit_ 

func (x *NearestNeighborsReply) GetNSamplesFit_() int32

func (*NearestNeighborsReply) ProtoMessage 

func (*NearestNeighborsReply) ProtoMessage()

func (*NearestNeighborsReply) ProtoReflect 

func (x *NearestNeighborsReply) ProtoReflect() protoreflect.Message

func (*NearestNeighborsReply) Reset 

func (x *NearestNeighborsReply) Reset()

func (*NearestNeighborsReply) String 

func (x *NearestNeighborsReply) String() string

type NearestNeighborsRequest 

type NearestNeighborsRequest struct {
	XDropData *anypb.Any              `protobuf:"bytes,1,opt,name=x_drop_data,json=xDropData,proto3" json:"x_drop_data,omitempty"`
	Size      *anypb.Any              `protobuf:"bytes,2,opt,name=size,proto3" json:"size,omitempty"`
	Random    *anypb.Any              `protobuf:"bytes,3,opt,name=random,proto3" json:"random,omitempty"`
	Key       string                  `protobuf:"bytes,4,opt,name=key,proto3" json:"key,omitempty"`
	YDropData *anypb.Any              `protobuf:"bytes,5,opt,name=y_drop_data,json=yDropData,proto3,oneof" json:"y_drop_data,omitempty"`
	Kwargs    *NearestNeighborskwargs `protobuf:"bytes,6,opt,name=kwargs,proto3" json:"kwargs,omitempty"`
	// contains filtered or unexported fields
}

The request message containing the Nearest Neighbors's Data.

func (*NearestNeighborsRequest) Descriptor deprecated 

func (*NearestNeighborsRequest) Descriptor() ([]byte, []int)

Deprecated: Use NearestNeighborsRequest.ProtoReflect.Descriptor instead.

func (*NearestNeighborsRequest) GetKey 

func (x *NearestNeighborsRequest) GetKey() string

func (*NearestNeighborsRequest) GetKwargs 

func (x *NearestNeighborsRequest) GetKwargs() *NearestNeighborskwargs

func (*NearestNeighborsRequest) GetRandom 

func (x *NearestNeighborsRequest) GetRandom() *anypb.Any

func (*NearestNeighborsRequest) GetSize 

func (x *NearestNeighborsRequest) GetSize() *anypb.Any

func (*NearestNeighborsRequest) GetXDropData 

func (x *NearestNeighborsRequest) GetXDropData() *anypb.Any

func (*NearestNeighborsRequest) GetYDropData 

func (x *NearestNeighborsRequest) GetYDropData() *anypb.Any

func (*NearestNeighborsRequest) ProtoMessage 

func (*NearestNeighborsRequest) ProtoMessage()

func (*NearestNeighborsRequest) ProtoReflect 

func (x *NearestNeighborsRequest) ProtoReflect() protoreflect.Message

func (*NearestNeighborsRequest) Reset 

func (x *NearestNeighborsRequest) Reset()

func (*NearestNeighborsRequest) String 

func (x *NearestNeighborsRequest) String() string

type NearestNeighborskwargs 

type NearestNeighborskwargs struct {
	NNeighbors   *int32     `protobuf:"varint,1,opt,name=n_neighbors,json=nNeighbors,proto3,oneof" json:"n_neighbors,omitempty"`
	Radius       *float32   `protobuf:"fixed32,2,opt,name=radius,proto3,oneof" json:"radius,omitempty"`
	Algorithm    *Algorithm `protobuf:"varint,3,opt,name=algorithm,proto3,enum=AIProto.Algorithm,oneof" json:"algorithm,omitempty"`
	LeafSize     *int32     `protobuf:"varint,4,opt,name=leaf_size,json=leafSize,proto3,oneof" json:"leaf_size,omitempty"`
	Metric       *anypb.Any `protobuf:"bytes,5,opt,name=metric,proto3,oneof" json:"metric,omitempty"`
	P            *float32   `protobuf:"fixed32,6,opt,name=p,proto3,oneof" json:"p,omitempty"`
	MetricParams *anypb.Any `protobuf:"bytes,7,opt,name=metric_params,json=metricParams,proto3,oneof" json:"metric_params,omitempty"`
	NJobs        *anypb.Any `protobuf:"bytes,8,opt,name=n_jobs,json=nJobs,proto3,oneof" json:"n_jobs,omitempty"`
	// contains filtered or unexported fields
}

Nearest Neighbors kwargs with optional type.

func (*NearestNeighborskwargs) Descriptor deprecated 

func (*NearestNeighborskwargs) Descriptor() ([]byte, []int)

Deprecated: Use NearestNeighborskwargs.ProtoReflect.Descriptor instead.

func (*NearestNeighborskwargs) GetAlgorithm 

func (x *NearestNeighborskwargs) GetAlgorithm() Algorithm

func (*NearestNeighborskwargs) GetLeafSize 

func (x *NearestNeighborskwargs) GetLeafSize() int32

func (*NearestNeighborskwargs) GetMetric 

func (x *NearestNeighborskwargs) GetMetric() *anypb.Any

func (*NearestNeighborskwargs) GetMetricParams 

func (x *NearestNeighborskwargs) GetMetricParams() *anypb.Any

func (*NearestNeighborskwargs) GetNJobs 

func (x *NearestNeighborskwargs) GetNJobs() *anypb.Any

func (*NearestNeighborskwargs) GetNNeighbors 

func (x *NearestNeighborskwargs) GetNNeighbors() int32

func (*NearestNeighborskwargs) GetP 

func (x *NearestNeighborskwargs) GetP() float32

func (*NearestNeighborskwargs) GetRadius 

func (x *NearestNeighborskwargs) GetRadius() float32

func (*NearestNeighborskwargs) ProtoMessage 

func (*NearestNeighborskwargs) ProtoMessage()

func (*NearestNeighborskwargs) ProtoReflect 

func (x *NearestNeighborskwargs) ProtoReflect() protoreflect.Message

func (*NearestNeighborskwargs) Reset 

func (x *NearestNeighborskwargs) Reset()

func (*NearestNeighborskwargs) String 

func (x *NearestNeighborskwargs) String() string

type NeighborsServiceClient 

type NeighborsServiceClient interface {
	// Send a Nearest Neighbors
	NearestNeighborsEvent(ctx context.Context, in *NearestNeighborsRequest, opts ...grpc.CallOption) (*NearestNeighborsReply, error)
	// Send a KD Tree
	KDTreeEvent(ctx context.Context, in *KDTreeRequest, opts ...grpc.CallOption) (*KDTreeReply, error)
	// Send a Nearest Centroid
	NearestCentroidEvent(ctx context.Context, in *NearestCentroidRequest, opts ...grpc.CallOption) (*NearestCentroidReply, error)
}

NeighborsServiceClient is the client API for NeighborsService service.

For semantics around ctx use and closing/ending streaming RPCs, please refer to https://pkg.go.dev/google.golang.org/grpc/?tab=doc#ClientConn.NewStream.

func NewNeighborsServiceClient 

func NewNeighborsServiceClient(cc grpc.ClientConnInterface) NeighborsServiceClient

type NeighborsServiceServer 

type NeighborsServiceServer interface {
	// Send a Nearest Neighbors
	NearestNeighborsEvent(context.Context, *NearestNeighborsRequest) (*NearestNeighborsReply, error)
	// Send a KD Tree
	KDTreeEvent(context.Context, *KDTreeRequest) (*KDTreeReply, error)
	// Send a Nearest Centroid
	NearestCentroidEvent(context.Context, *NearestCentroidRequest) (*NearestCentroidReply, error)
	// contains filtered or unexported methods
}

NeighborsServiceServer is the server API for NeighborsService service. All implementations must embed UnimplementedNeighborsServiceServer for forward compatibility

type Order 

type Order int32

Order kwargs with enum type. 

const (
	Order_ORDER_C Order = 0
	Order_ORDER_F Order = 1
)

func (Order) Descriptor 

func (Order) Descriptor() protoreflect.EnumDescriptor

func (Order) Enum 

func (x Order) Enum() *Order

func (Order) EnumDescriptor deprecated 

func (Order) EnumDescriptor() ([]byte, []int)

Deprecated: Use Order.Descriptor instead.

func (Order) Number 

func (x Order) Number() protoreflect.EnumNumber

func (Order) String 

func (x Order) String() string

func (Order) Type 

func (Order) Type() protoreflect.EnumType

type Penalty 

type Penalty int32

Penalty kwargs with enum type. 

const (
	Penalty_PENALTY_L2         Penalty = 0
	Penalty_PENALTY_L1         Penalty = 1
	Penalty_PENALTY_ELASTICNET Penalty = 2
)

func (Penalty) Descriptor 

func (Penalty) Descriptor() protoreflect.EnumDescriptor

func (Penalty) Enum 

func (x Penalty) Enum() *Penalty

func (Penalty) EnumDescriptor deprecated 

func (Penalty) EnumDescriptor() ([]byte, []int)

Deprecated: Use Penalty.Descriptor instead.

func (Penalty) Number 

func (x Penalty) Number() protoreflect.EnumNumber

func (Penalty) String 

func (x Penalty) String() string

func (Penalty) Type 

func (Penalty) Type() protoreflect.EnumType

type PolynomialFeaturesFitTransformReply 

type PolynomialFeaturesFitTransformReply struct {
	T_              *int32     `protobuf:"varint,1,opt,name=t_,json=t,proto3,oneof" json:"t_,omitempty"`
	NIter_          *int32     `protobuf:"varint,2,opt,name=n_iter_,json=nIter,proto3,oneof" json:"n_iter_,omitempty"`
	FeatureNamesIn_ *NDArray   `protobuf:"bytes,3,opt,name=feature_names_in_,json=featureNamesIn,proto3,oneof" json:"feature_names_in_,omitempty"`
	NFeaturesIn_    *int32     `protobuf:"varint,4,opt,name=n_features_in_,json=nFeaturesIn,proto3,oneof" json:"n_features_in_,omitempty"`
	LossFunction_   *anypb.Any `protobuf:"bytes,5,opt,name=loss_function_,json=lossFunction,proto3,oneof" json:"loss_function_,omitempty"`
	Intercept_      *NDArray   `protobuf:"bytes,6,opt,name=intercept_,json=intercept,proto3,oneof" json:"intercept_,omitempty"`
	Coef_           *NDArray   `protobuf:"bytes,7,opt,name=coef_,json=coef,proto3,oneof" json:"coef_,omitempty"`
	Classes_        *NDArray   `protobuf:"bytes,8,opt,name=classes_,json=classes,proto3,oneof" json:"classes_,omitempty"`
	// contains filtered or unexported fields
}

The response message containing the Polynomial Features with Transform.

func (*PolynomialFeaturesFitTransformReply) Descriptor deprecated 

func (*PolynomialFeaturesFitTransformReply) Descriptor() ([]byte, []int)

Deprecated: Use PolynomialFeaturesFitTransformReply.ProtoReflect.Descriptor instead.

func (*PolynomialFeaturesFitTransformReply) GetClasses_ 

func (x *PolynomialFeaturesFitTransformReply) GetClasses_() *NDArray

func (*PolynomialFeaturesFitTransformReply) GetCoef_ 

func (x *PolynomialFeaturesFitTransformReply) GetCoef_() *NDArray

func (*PolynomialFeaturesFitTransformReply) GetFeatureNamesIn_ 

func (x *PolynomialFeaturesFitTransformReply) GetFeatureNamesIn_() *NDArray

func (*PolynomialFeaturesFitTransformReply) GetIntercept_ 

func (x *PolynomialFeaturesFitTransformReply) GetIntercept_() *NDArray

func (*PolynomialFeaturesFitTransformReply) GetLossFunction_ 

func (x *PolynomialFeaturesFitTransformReply) GetLossFunction_() *anypb.Any

func (*PolynomialFeaturesFitTransformReply) GetNFeaturesIn_ 

func (x *PolynomialFeaturesFitTransformReply) GetNFeaturesIn_() int32

func (*PolynomialFeaturesFitTransformReply) GetNIter_ 

func (x *PolynomialFeaturesFitTransformReply) GetNIter_() int32

func (*PolynomialFeaturesFitTransformReply) GetT_ 

func (x *PolynomialFeaturesFitTransformReply) GetT_() int32

func (*PolynomialFeaturesFitTransformReply) ProtoMessage 

func (*PolynomialFeaturesFitTransformReply) ProtoMessage()

func (*PolynomialFeaturesFitTransformReply) ProtoReflect 

func (x *PolynomialFeaturesFitTransformReply) ProtoReflect() protoreflect.Message

func (*PolynomialFeaturesFitTransformReply) Reset 

func (x *PolynomialFeaturesFitTransformReply) Reset()

func (*PolynomialFeaturesFitTransformReply) String 

func (x *PolynomialFeaturesFitTransformReply) String() string

type PolynomialFeaturesFitTransformRequest 

type PolynomialFeaturesFitTransformRequest struct {
	XDropData    *anypb.Any `protobuf:"bytes,1,opt,name=x_drop_data,json=xDropData,proto3" json:"x_drop_data,omitempty"`
	Size         *anypb.Any `protobuf:"bytes,2,opt,name=size,proto3" json:"size,omitempty"`
	Random       *anypb.Any `protobuf:"bytes,3,opt,name=random,proto3" json:"random,omitempty"`
	Key          string     `protobuf:"bytes,4,opt,name=key,proto3" json:"key,omitempty"`
	YDropData    *anypb.Any `protobuf:"bytes,5,opt,name=y_drop_data,json=yDropData,proto3,oneof" json:"y_drop_data,omitempty"`
	SampleWeight *anypb.Any `protobuf:"bytes,6,opt,name=sample_weight,json=sampleWeight,proto3,oneof" json:"sample_weight,omitempty"`
	Degree       *int32     `protobuf:"varint,7,opt,name=degree,proto3,oneof" json:"degree,omitempty"`
	// Types that are assignable to Instrument:
	//	*PolynomialFeaturesFitTransformRequest_InteractionOnly
	//	*PolynomialFeaturesFitTransformRequest_IncludeBias
	//	*PolynomialFeaturesFitTransformRequest_Order
	//	*PolynomialFeaturesFitTransformRequest_CoefInit
	//	*PolynomialFeaturesFitTransformRequest_InterceptInit
	//	*PolynomialFeaturesFitTransformRequest_Kwargs
	Instrument isPolynomialFeaturesFitTransformRequest_Instrument `protobuf_oneof:"instrument"`
	// contains filtered or unexported fields
}

The request message containing the Polynomial Features with Transform's Data.

func (*PolynomialFeaturesFitTransformRequest) Descriptor deprecated 

func (*PolynomialFeaturesFitTransformRequest) Descriptor() ([]byte, []int)

Deprecated: Use PolynomialFeaturesFitTransformRequest.ProtoReflect.Descriptor instead.

func (*PolynomialFeaturesFitTransformRequest) GetCoefInit 

func (x *PolynomialFeaturesFitTransformRequest) GetCoefInit() *anypb.Any

func (*PolynomialFeaturesFitTransformRequest) GetDegree 

func (x *PolynomialFeaturesFitTransformRequest) GetDegree() int32

func (*PolynomialFeaturesFitTransformRequest) GetIncludeBias 

func (x *PolynomialFeaturesFitTransformRequest) GetIncludeBias() bool

func (*PolynomialFeaturesFitTransformRequest) GetInstrument 

func (m *PolynomialFeaturesFitTransformRequest) GetInstrument() isPolynomialFeaturesFitTransformRequest_Instrument

func (*PolynomialFeaturesFitTransformRequest) GetInteractionOnly 

func (x *PolynomialFeaturesFitTransformRequest) GetInteractionOnly() bool

func (*PolynomialFeaturesFitTransformRequest) GetInterceptInit 

func (x *PolynomialFeaturesFitTransformRequest) GetInterceptInit() *anypb.Any

func (*PolynomialFeaturesFitTransformRequest) GetKey 

func (x *PolynomialFeaturesFitTransformRequest) GetKey() string

func (*PolynomialFeaturesFitTransformRequest) GetKwargs 

func (x *PolynomialFeaturesFitTransformRequest) GetKwargs() *PolynomialFeaturesFitTransformkwargs

func (*PolynomialFeaturesFitTransformRequest) GetOrder 

func (x *PolynomialFeaturesFitTransformRequest) GetOrder() Order

func (*PolynomialFeaturesFitTransformRequest) GetRandom 

func (x *PolynomialFeaturesFitTransformRequest) GetRandom() *anypb.Any

func (*PolynomialFeaturesFitTransformRequest) GetSampleWeight 

func (x *PolynomialFeaturesFitTransformRequest) GetSampleWeight() *anypb.Any

func (*PolynomialFeaturesFitTransformRequest) GetSize 

func (x *PolynomialFeaturesFitTransformRequest) GetSize() *anypb.Any

func (*PolynomialFeaturesFitTransformRequest) GetXDropData 

func (x *PolynomialFeaturesFitTransformRequest) GetXDropData() *anypb.Any

func (*PolynomialFeaturesFitTransformRequest) GetYDropData 

func (x *PolynomialFeaturesFitTransformRequest) GetYDropData() *anypb.Any

func (*PolynomialFeaturesFitTransformRequest) ProtoMessage 

func (*PolynomialFeaturesFitTransformRequest) ProtoMessage()

func (*PolynomialFeaturesFitTransformRequest) ProtoReflect 

func (x *PolynomialFeaturesFitTransformRequest) ProtoReflect() protoreflect.Message

func (*PolynomialFeaturesFitTransformRequest) Reset 

func (x *PolynomialFeaturesFitTransformRequest) Reset()

func (*PolynomialFeaturesFitTransformRequest) String 

func (x *PolynomialFeaturesFitTransformRequest) String() string

type PolynomialFeaturesFitTransformRequest_CoefInit 

type PolynomialFeaturesFitTransformRequest_CoefInit struct {
	CoefInit *anypb.Any `protobuf:"bytes,11,opt,name=coef_init,json=coefInit,proto3,oneof"`
}

type PolynomialFeaturesFitTransformRequest_IncludeBias 

type PolynomialFeaturesFitTransformRequest_IncludeBias struct {
	IncludeBias bool `protobuf:"varint,9,opt,name=include_bias,json=includeBias,proto3,oneof"`
}

type PolynomialFeaturesFitTransformRequest_InteractionOnly 

type PolynomialFeaturesFitTransformRequest_InteractionOnly struct {
	InteractionOnly bool `protobuf:"varint,8,opt,name=interaction_only,json=interactionOnly,proto3,oneof"`
}

type PolynomialFeaturesFitTransformRequest_InterceptInit 

type PolynomialFeaturesFitTransformRequest_InterceptInit struct {
	InterceptInit *anypb.Any `protobuf:"bytes,12,opt,name=intercept_init,json=interceptInit,proto3,oneof"`
}

type PolynomialFeaturesFitTransformRequest_Kwargs 

type PolynomialFeaturesFitTransformRequest_Kwargs struct {
	Kwargs *PolynomialFeaturesFitTransformkwargs `protobuf:"bytes,13,opt,name=kwargs,proto3,oneof"`
}

type PolynomialFeaturesFitTransformRequest_Order 

type PolynomialFeaturesFitTransformRequest_Order struct {
	Order Order `protobuf:"varint,10,opt,name=order,proto3,enum=AIProto.Order,oneof"`
}

type PolynomialFeaturesFitTransformkwargs 

type PolynomialFeaturesFitTransformkwargs struct {
	Penalty            *Penalty   `protobuf:"varint,1,opt,name=penalty,proto3,enum=AIProto.Penalty,oneof" json:"penalty,omitempty"`
	Alpha              *float32   `protobuf:"fixed32,2,opt,name=alpha,proto3,oneof" json:"alpha,omitempty"`
	L1Ratio            *float32   `protobuf:"fixed32,3,opt,name=l1_ratio,json=l1Ratio,proto3,oneof" json:"l1_ratio,omitempty"`
	FitIntercept       *bool      `protobuf:"varint,4,opt,name=fit_intercept,json=fitIntercept,proto3,oneof" json:"fit_intercept,omitempty"`
	MaxIter            *int32     `protobuf:"varint,5,opt,name=max_iter,json=maxIter,proto3,oneof" json:"max_iter,omitempty"`
	Tol                *anypb.Any `protobuf:"bytes,6,opt,name=tol,proto3,oneof" json:"tol,omitempty"`
	Shuffle            *bool      `protobuf:"varint,7,opt,name=shuffle,proto3,oneof" json:"shuffle,omitempty"`
	Verbose            *int32     `protobuf:"varint,8,opt,name=verbose,proto3,oneof" json:"verbose,omitempty"`
	Eta0               *float32   `protobuf:"fixed32,9,opt,name=eta0,proto3,oneof" json:"eta0,omitempty"`
	NJobs              *anypb.Any `protobuf:"bytes,10,opt,name=n_jobs,json=nJobs,proto3,oneof" json:"n_jobs,omitempty"`
	RandomState        *anypb.Any `protobuf:"bytes,11,opt,name=random_state,json=randomState,proto3,oneof" json:"random_state,omitempty"`
	EarlyStopping      *bool      `protobuf:"varint,12,opt,name=early_stopping,json=earlyStopping,proto3,oneof" json:"early_stopping,omitempty"`
	ValidationFraction *float32   `protobuf:"fixed32,13,opt,name=validation_fraction,json=validationFraction,proto3,oneof" json:"validation_fraction,omitempty"`
	NIterNoChange      *int32     `protobuf:"varint,14,opt,name=n_iter_no_change,json=nIterNoChange,proto3,oneof" json:"n_iter_no_change,omitempty"`
	ClassWeight        *anypb.Any `protobuf:"bytes,15,opt,name=class_weight,json=classWeight,proto3,oneof" json:"class_weight,omitempty"`
	WarmStart          *bool      `protobuf:"varint,16,opt,name=warm_start,json=warmStart,proto3,oneof" json:"warm_start,omitempty"`
	// contains filtered or unexported fields
}

Polynomial Features with Transform kwargs with optional type.

func (*PolynomialFeaturesFitTransformkwargs) Descriptor deprecated 

func (*PolynomialFeaturesFitTransformkwargs) Descriptor() ([]byte, []int)

Deprecated: Use PolynomialFeaturesFitTransformkwargs.ProtoReflect.Descriptor instead.

func (*PolynomialFeaturesFitTransformkwargs) GetAlpha 

func (x *PolynomialFeaturesFitTransformkwargs) GetAlpha() float32

func (*PolynomialFeaturesFitTransformkwargs) GetClassWeight 

func (x *PolynomialFeaturesFitTransformkwargs) GetClassWeight() *anypb.Any

func (*PolynomialFeaturesFitTransformkwargs) GetEarlyStopping 

func (x *PolynomialFeaturesFitTransformkwargs) GetEarlyStopping() bool

func (*PolynomialFeaturesFitTransformkwargs) GetEta0 

func (x *PolynomialFeaturesFitTransformkwargs) GetEta0() float32

func (*PolynomialFeaturesFitTransformkwargs) GetFitIntercept 

func (x *PolynomialFeaturesFitTransformkwargs) GetFitIntercept() bool

func (*PolynomialFeaturesFitTransformkwargs) GetL1Ratio 

func (x *PolynomialFeaturesFitTransformkwargs) GetL1Ratio() float32

func (*PolynomialFeaturesFitTransformkwargs) GetMaxIter 

func (x *PolynomialFeaturesFitTransformkwargs) GetMaxIter() int32

func (*PolynomialFeaturesFitTransformkwargs) GetNIterNoChange 

func (x *PolynomialFeaturesFitTransformkwargs) GetNIterNoChange() int32

func (*PolynomialFeaturesFitTransformkwargs) GetNJobs 

func (x *PolynomialFeaturesFitTransformkwargs) GetNJobs() *anypb.Any

func (*PolynomialFeaturesFitTransformkwargs) GetPenalty 

func (x *PolynomialFeaturesFitTransformkwargs) GetPenalty() Penalty

func (*PolynomialFeaturesFitTransformkwargs) GetRandomState 

func (x *PolynomialFeaturesFitTransformkwargs) GetRandomState() *anypb.Any

func (*PolynomialFeaturesFitTransformkwargs) GetShuffle 

func (x *PolynomialFeaturesFitTransformkwargs) GetShuffle() bool

func (*PolynomialFeaturesFitTransformkwargs) GetTol 

func (x *PolynomialFeaturesFitTransformkwargs) GetTol() *anypb.Any

func (*PolynomialFeaturesFitTransformkwargs) GetValidationFraction 

func (x *PolynomialFeaturesFitTransformkwargs) GetValidationFraction() float32

func (*PolynomialFeaturesFitTransformkwargs) GetVerbose 

func (x *PolynomialFeaturesFitTransformkwargs) GetVerbose() int32

func (*PolynomialFeaturesFitTransformkwargs) GetWarmStart 

func (x *PolynomialFeaturesFitTransformkwargs) GetWarmStart() bool

func (*PolynomialFeaturesFitTransformkwargs) ProtoMessage 

func (*PolynomialFeaturesFitTransformkwargs) ProtoMessage()

func (*PolynomialFeaturesFitTransformkwargs) ProtoReflect 

func (x *PolynomialFeaturesFitTransformkwargs) ProtoReflect() protoreflect.Message

func (*PolynomialFeaturesFitTransformkwargs) Reset 

func (x *PolynomialFeaturesFitTransformkwargs) Reset()

func (*PolynomialFeaturesFitTransformkwargs) String 

func (x *PolynomialFeaturesFitTransformkwargs) String() string

type PolynomialFeaturesReply 

type PolynomialFeaturesReply struct {
	Matrix *anypb.Any `protobuf:"bytes,1,opt,name=matrix,proto3,oneof" json:"matrix,omitempty"`
	// contains filtered or unexported fields
}

The response message containing the Polynomial Features.

func (*PolynomialFeaturesReply) Descriptor deprecated 

func (*PolynomialFeaturesReply) Descriptor() ([]byte, []int)

Deprecated: Use PolynomialFeaturesReply.ProtoReflect.Descriptor instead.

func (*PolynomialFeaturesReply) GetMatrix 

func (x *PolynomialFeaturesReply) GetMatrix() *anypb.Any

func (*PolynomialFeaturesReply) ProtoMessage 

func (*PolynomialFeaturesReply) ProtoMessage()

func (*PolynomialFeaturesReply) ProtoReflect 

func (x *PolynomialFeaturesReply) ProtoReflect() protoreflect.Message

func (*PolynomialFeaturesReply) Reset 

func (x *PolynomialFeaturesReply) Reset()

func (*PolynomialFeaturesReply) String 

func (x *PolynomialFeaturesReply) String() string

type PolynomialFeaturesRequest 

type PolynomialFeaturesRequest struct {
	XDropData *anypb.Any `protobuf:"bytes,1,opt,name=x_drop_data,json=xDropData,proto3" json:"x_drop_data,omitempty"`
	Size      *anypb.Any `protobuf:"bytes,2,opt,name=size,proto3" json:"size,omitempty"`
	Random    *anypb.Any `protobuf:"bytes,3,opt,name=random,proto3" json:"random,omitempty"`
	Key       string     `protobuf:"bytes,4,opt,name=key,proto3" json:"key,omitempty"`
	YDropData *anypb.Any `protobuf:"bytes,5,opt,name=y_drop_data,json=yDropData,proto3,oneof" json:"y_drop_data,omitempty"`
	Degree    *anypb.Any `protobuf:"bytes,6,opt,name=degree,proto3,oneof" json:"degree,omitempty"`
	// Types that are assignable to Instrument:
	//	*PolynomialFeaturesRequest_InteractionOnly
	//	*PolynomialFeaturesRequest_IncludeBias
	//	*PolynomialFeaturesRequest_Order
	//	*PolynomialFeaturesRequest_Kwargs
	Instrument isPolynomialFeaturesRequest_Instrument `protobuf_oneof:"instrument"`
	// contains filtered or unexported fields
}

The request message containing the Polynomial Features's Data.

func (*PolynomialFeaturesRequest) Descriptor deprecated 

func (*PolynomialFeaturesRequest) Descriptor() ([]byte, []int)

Deprecated: Use PolynomialFeaturesRequest.ProtoReflect.Descriptor instead.

func (*PolynomialFeaturesRequest) GetDegree 

func (x *PolynomialFeaturesRequest) GetDegree() *anypb.Any

func (*PolynomialFeaturesRequest) GetIncludeBias 

func (x *PolynomialFeaturesRequest) GetIncludeBias() bool

func (*PolynomialFeaturesRequest) GetInstrument 

func (m *PolynomialFeaturesRequest) GetInstrument() isPolynomialFeaturesRequest_Instrument

func (*PolynomialFeaturesRequest) GetInteractionOnly 

func (x *PolynomialFeaturesRequest) GetInteractionOnly() bool

func (*PolynomialFeaturesRequest) GetKey 

func (x *PolynomialFeaturesRequest) GetKey() string

func (*PolynomialFeaturesRequest) GetKwargs 

func (x *PolynomialFeaturesRequest) GetKwargs() *anypb.Any

func (*PolynomialFeaturesRequest) GetOrder 

func (x *PolynomialFeaturesRequest) GetOrder() Order

func (*PolynomialFeaturesRequest) GetRandom 

func (x *PolynomialFeaturesRequest) GetRandom() *anypb.Any

func (*PolynomialFeaturesRequest) GetSize 

func (x *PolynomialFeaturesRequest) GetSize() *anypb.Any

func (*PolynomialFeaturesRequest) GetXDropData 

func (x *PolynomialFeaturesRequest) GetXDropData() *anypb.Any

func (*PolynomialFeaturesRequest) GetYDropData 

func (x *PolynomialFeaturesRequest) GetYDropData() *anypb.Any

func (*PolynomialFeaturesRequest) ProtoMessage 

func (*PolynomialFeaturesRequest) ProtoMessage()

func (*PolynomialFeaturesRequest) ProtoReflect 

func (x *PolynomialFeaturesRequest) ProtoReflect() protoreflect.Message

func (*PolynomialFeaturesRequest) Reset 

func (x *PolynomialFeaturesRequest) Reset()

func (*PolynomialFeaturesRequest) String 

func (x *PolynomialFeaturesRequest) String() string

type PolynomialFeaturesRequest_IncludeBias 

type PolynomialFeaturesRequest_IncludeBias struct {
	IncludeBias bool `protobuf:"varint,8,opt,name=include_bias,json=includeBias,proto3,oneof"`
}

type PolynomialFeaturesRequest_InteractionOnly 

type PolynomialFeaturesRequest_InteractionOnly struct {
	InteractionOnly bool `protobuf:"varint,7,opt,name=interaction_only,json=interactionOnly,proto3,oneof"`
}

type PolynomialFeaturesRequest_Kwargs 

type PolynomialFeaturesRequest_Kwargs struct {
	Kwargs *anypb.Any `protobuf:"bytes,10,opt,name=kwargs,proto3,oneof"`
}

type PolynomialFeaturesRequest_Order 

type PolynomialFeaturesRequest_Order struct {
	Order Order `protobuf:"varint,9,opt,name=order,proto3,enum=AIProto.Order,oneof"`
}

type PolynomialServiceClient 

type PolynomialServiceClient interface {
	// Send a Polynomial Features
	PolynomialFeaturesEvent(ctx context.Context, in *PolynomialFeaturesRequest, opts ...grpc.CallOption) (*PolynomialFeaturesReply, error)
	// Send a Polynomial Features with Transform
	PolynomialFeaturesFitTransformEvent(ctx context.Context, in *PolynomialFeaturesFitTransformRequest, opts ...grpc.CallOption) (*PolynomialFeaturesFitTransformReply, error)
}

PolynomialServiceClient is the client API for PolynomialService service.

For semantics around ctx use and closing/ending streaming RPCs, please refer to https://pkg.go.dev/google.golang.org/grpc/?tab=doc#ClientConn.NewStream.

func NewPolynomialServiceClient 

func NewPolynomialServiceClient(cc grpc.ClientConnInterface) PolynomialServiceClient

type PolynomialServiceServer 

type PolynomialServiceServer interface {
	// Send a Polynomial Features
	PolynomialFeaturesEvent(context.Context, *PolynomialFeaturesRequest) (*PolynomialFeaturesReply, error)
	// Send a Polynomial Features with Transform
	PolynomialFeaturesFitTransformEvent(context.Context, *PolynomialFeaturesFitTransformRequest) (*PolynomialFeaturesFitTransformReply, error)
	// contains filtered or unexported methods
}

PolynomialServiceServer is the server API for PolynomialService service. All implementations must embed UnimplementedPolynomialServiceServer for forward compatibility

type SGDClassifierReply 

type SGDClassifierReply struct {
	FeatureNamesIn_ *NDArray   `protobuf:"bytes,1,opt,name=feature_names_in_,json=featureNamesIn,proto3,oneof" json:"feature_names_in_,omitempty"`
	NFeaturesIn_    *int32     `protobuf:"varint,2,opt,name=n_features_in_,json=nFeaturesIn,proto3,oneof" json:"n_features_in_,omitempty"`
	T_              *int32     `protobuf:"varint,3,opt,name=t_,json=t,proto3,oneof" json:"t_,omitempty"`
	Classes_        *NDArray   `protobuf:"bytes,4,opt,name=classes_,json=classes,proto3,oneof" json:"classes_,omitempty"`
	LossFunction_   *anypb.Any `protobuf:"bytes,5,opt,name=loss_function_,json=lossFunction,proto3,oneof" json:"loss_function_,omitempty"`
	Intercept_      *NDArray   `protobuf:"bytes,6,opt,name=intercept_,json=intercept,proto3,oneof" json:"intercept_,omitempty"`
	Coef_           *NDArray   `protobuf:"bytes,7,opt,name=coef_,json=coef,proto3,oneof" json:"coef_,omitempty"`
	// contains filtered or unexported fields
}

The response message containing the SGD Classifier.

func (*SGDClassifierReply) Descriptor deprecated 

func (*SGDClassifierReply) Descriptor() ([]byte, []int)

Deprecated: Use SGDClassifierReply.ProtoReflect.Descriptor instead.

func (*SGDClassifierReply) GetClasses_ 

func (x *SGDClassifierReply) GetClasses_() *NDArray

func (*SGDClassifierReply) GetCoef_ 

func (x *SGDClassifierReply) GetCoef_() *NDArray

func (*SGDClassifierReply) GetFeatureNamesIn_ 

func (x *SGDClassifierReply) GetFeatureNamesIn_() *NDArray

func (*SGDClassifierReply) GetIntercept_ 

func (x *SGDClassifierReply) GetIntercept_() *NDArray

func (*SGDClassifierReply) GetLossFunction_ 

func (x *SGDClassifierReply) GetLossFunction_() *anypb.Any

func (*SGDClassifierReply) GetNFeaturesIn_ 

func (x *SGDClassifierReply) GetNFeaturesIn_() int32

func (*SGDClassifierReply) GetT_ 

func (x *SGDClassifierReply) GetT_() int32

func (*SGDClassifierReply) ProtoMessage 

func (*SGDClassifierReply) ProtoMessage()

func (*SGDClassifierReply) ProtoReflect 

func (x *SGDClassifierReply) ProtoReflect() protoreflect.Message

func (*SGDClassifierReply) Reset 

func (x *SGDClassifierReply) Reset()

func (*SGDClassifierReply) String 

func (x *SGDClassifierReply) String() string

type SGDClassifierRequest 

type SGDClassifierRequest struct {
	XDropData    *anypb.Any           `protobuf:"bytes,1,opt,name=x_drop_data,json=xDropData,proto3" json:"x_drop_data,omitempty"`
	YDropData    *anypb.Any           `protobuf:"bytes,2,opt,name=y_drop_data,json=yDropData,proto3" json:"y_drop_data,omitempty"`
	Size         *anypb.Any           `protobuf:"bytes,3,opt,name=size,proto3" json:"size,omitempty"`
	Random       *anypb.Any           `protobuf:"bytes,4,opt,name=random,proto3" json:"random,omitempty"`
	Key          string               `protobuf:"bytes,5,opt,name=key,proto3" json:"key,omitempty"`
	SampleWeight *anypb.Any           `protobuf:"bytes,6,opt,name=sample_weight,json=sampleWeight,proto3,oneof" json:"sample_weight,omitempty"`
	Kwargs       *SGDClassifierkwargs `protobuf:"bytes,7,opt,name=kwargs,proto3" json:"kwargs,omitempty"`
	// contains filtered or unexported fields
}

The request message containing the SGD Classifier's Data.

func (*SGDClassifierRequest) Descriptor deprecated 

func (*SGDClassifierRequest) Descriptor() ([]byte, []int)

Deprecated: Use SGDClassifierRequest.ProtoReflect.Descriptor instead.

func (*SGDClassifierRequest) GetKey 

func (x *SGDClassifierRequest) GetKey() string

func (*SGDClassifierRequest) GetKwargs 

func (x *SGDClassifierRequest) GetKwargs() *SGDClassifierkwargs

func (*SGDClassifierRequest) GetRandom 

func (x *SGDClassifierRequest) GetRandom() *anypb.Any

func (*SGDClassifierRequest) GetSampleWeight 

func (x *SGDClassifierRequest) GetSampleWeight() *anypb.Any

func (*SGDClassifierRequest) GetSize 

func (x *SGDClassifierRequest) GetSize() *anypb.Any

func (*SGDClassifierRequest) GetXDropData 

func (x *SGDClassifierRequest) GetXDropData() *anypb.Any

func (*SGDClassifierRequest) GetYDropData 

func (x *SGDClassifierRequest) GetYDropData() *anypb.Any

func (*SGDClassifierRequest) ProtoMessage 

func (*SGDClassifierRequest) ProtoMessage()

func (*SGDClassifierRequest) ProtoReflect 

func (x *SGDClassifierRequest) ProtoReflect() protoreflect.Message

func (*SGDClassifierRequest) Reset 

func (x *SGDClassifierRequest) Reset()

func (*SGDClassifierRequest) String 

func (x *SGDClassifierRequest) String() string

type SGDClassifierkwargs 

type SGDClassifierkwargs struct {
	Loss               *Loss      `protobuf:"varint,1,opt,name=loss,proto3,enum=AIProto.Loss,oneof" json:"loss,omitempty"`
	Penalty            *Penalty   `protobuf:"varint,2,opt,name=penalty,proto3,enum=AIProto.Penalty,oneof" json:"penalty,omitempty"`
	Alpha              *float32   `protobuf:"fixed32,3,opt,name=alpha,proto3,oneof" json:"alpha,omitempty"`
	L1Ratio            *float32   `protobuf:"fixed32,4,opt,name=l1_ratio,json=l1Ratio,proto3,oneof" json:"l1_ratio,omitempty"`
	FitIntercept       *bool      `protobuf:"varint,5,opt,name=fit_intercept,json=fitIntercept,proto3,oneof" json:"fit_intercept,omitempty"`
	MaxIter            *int32     `protobuf:"varint,6,opt,name=max_iter,json=maxIter,proto3,oneof" json:"max_iter,omitempty"`
	Tol                *float32   `protobuf:"fixed32,7,opt,name=tol,proto3,oneof" json:"tol,omitempty"`
	Shuffle            *bool      `protobuf:"varint,8,opt,name=shuffle,proto3,oneof" json:"shuffle,omitempty"`
	Verbose            *int32     `protobuf:"varint,9,opt,name=verbose,proto3,oneof" json:"verbose,omitempty"`
	Epsilon            *float32   `protobuf:"fixed32,10,opt,name=epsilon,proto3,oneof" json:"epsilon,omitempty"`
	NJobs              *anypb.Any `protobuf:"bytes,11,opt,name=n_jobs,json=nJobs,proto3,oneof" json:"n_jobs,omitempty"`
	RandomState        *anypb.Any `protobuf:"bytes,12,opt,name=random_state,json=randomState,proto3,oneof" json:"random_state,omitempty"`
	LearningRate       *string    `protobuf:"bytes,13,opt,name=learning_rate,json=learningRate,proto3,oneof" json:"learning_rate,omitempty"`
	Eta0               *float32   `protobuf:"fixed32,14,opt,name=eta0,proto3,oneof" json:"eta0,omitempty"`
	PowerT             *float32   `protobuf:"fixed32,15,opt,name=power_t,json=powerT,proto3,oneof" json:"power_t,omitempty"`
	EarlyStopping      *bool      `protobuf:"varint,16,opt,name=early_stopping,json=earlyStopping,proto3,oneof" json:"early_stopping,omitempty"`
	ValidationFraction *float32   `protobuf:"fixed32,17,opt,name=validation_fraction,json=validationFraction,proto3,oneof" json:"validation_fraction,omitempty"`
	NIterNoChange      *int32     `protobuf:"varint,18,opt,name=n_iter_no_change,json=nIterNoChange,proto3,oneof" json:"n_iter_no_change,omitempty"`
	ClassWeight        *anypb.Any `protobuf:"bytes,19,opt,name=class_weight,json=classWeight,proto3,oneof" json:"class_weight,omitempty"`
	WarmStart          *bool      `protobuf:"varint,20,opt,name=warm_start,json=warmStart,proto3,oneof" json:"warm_start,omitempty"`
	Average            *anypb.Any `protobuf:"bytes,21,opt,name=average,proto3,oneof" json:"average,omitempty"`
	// contains filtered or unexported fields
}

SGD Classifier kwargs with optional type.

func (*SGDClassifierkwargs) Descriptor deprecated 

func (*SGDClassifierkwargs) Descriptor() ([]byte, []int)

Deprecated: Use SGDClassifierkwargs.ProtoReflect.Descriptor instead.

func (*SGDClassifierkwargs) GetAlpha 

func (x *SGDClassifierkwargs) GetAlpha() float32

func (*SGDClassifierkwargs) GetAverage 

func (x *SGDClassifierkwargs) GetAverage() *anypb.Any

func (*SGDClassifierkwargs) GetClassWeight 

func (x *SGDClassifierkwargs) GetClassWeight() *anypb.Any

func (*SGDClassifierkwargs) GetEarlyStopping 

func (x *SGDClassifierkwargs) GetEarlyStopping() bool

func (*SGDClassifierkwargs) GetEpsilon 

func (x *SGDClassifierkwargs) GetEpsilon() float32

func (*SGDClassifierkwargs) GetEta0 

func (x *SGDClassifierkwargs) GetEta0() float32

func (*SGDClassifierkwargs) GetFitIntercept 

func (x *SGDClassifierkwargs) GetFitIntercept() bool

func (*SGDClassifierkwargs) GetL1Ratio 

func (x *SGDClassifierkwargs) GetL1Ratio() float32

func (*SGDClassifierkwargs) GetLearningRate 

func (x *SGDClassifierkwargs) GetLearningRate() string

func (*SGDClassifierkwargs) GetLoss 

func (x *SGDClassifierkwargs) GetLoss() Loss

func (*SGDClassifierkwargs) GetMaxIter 

func (x *SGDClassifierkwargs) GetMaxIter() int32

func (*SGDClassifierkwargs) GetNIterNoChange 

func (x *SGDClassifierkwargs) GetNIterNoChange() int32

func (*SGDClassifierkwargs) GetNJobs 

func (x *SGDClassifierkwargs) GetNJobs() *anypb.Any

func (*SGDClassifierkwargs) GetPenalty 

func (x *SGDClassifierkwargs) GetPenalty() Penalty

func (*SGDClassifierkwargs) GetPowerT 

func (x *SGDClassifierkwargs) GetPowerT() float32

func (*SGDClassifierkwargs) GetRandomState 

func (x *SGDClassifierkwargs) GetRandomState() *anypb.Any

func (*SGDClassifierkwargs) GetShuffle 

func (x *SGDClassifierkwargs) GetShuffle() bool

func (*SGDClassifierkwargs) GetTol 

func (x *SGDClassifierkwargs) GetTol() float32

func (*SGDClassifierkwargs) GetValidationFraction 

func (x *SGDClassifierkwargs) GetValidationFraction() float32

func (*SGDClassifierkwargs) GetVerbose 

func (x *SGDClassifierkwargs) GetVerbose() int32

func (*SGDClassifierkwargs) GetWarmStart 

func (x *SGDClassifierkwargs) GetWarmStart() bool

func (*SGDClassifierkwargs) ProtoMessage 

func (*SGDClassifierkwargs) ProtoMessage()

func (*SGDClassifierkwargs) ProtoReflect 

func (x *SGDClassifierkwargs) ProtoReflect() protoreflect.Message

func (*SGDClassifierkwargs) Reset 

func (x *SGDClassifierkwargs) Reset()

func (*SGDClassifierkwargs) String 

func (x *SGDClassifierkwargs) String() string

type SVCReply 

type SVCReply struct {
	ShapeFit_       *anypb.Any `protobuf:"bytes,1,opt,name=shape_fit_,json=shapeFit,proto3,oneof" json:"shape_fit_,omitempty"`
	ProbB_          *NDArray   `protobuf:"bytes,2,opt,name=probB_,json=probB,proto3,oneof" json:"probB_,omitempty"`
	ProbA_          *NDArray   `protobuf:"bytes,3,opt,name=probA_,json=probA,proto3,oneof" json:"probA_,omitempty"`
	NSupport_       *NDArray   `protobuf:"bytes,4,opt,name=n_support_,json=nSupport,proto3,oneof" json:"n_support_,omitempty"`
	SupportVectors_ *NDArray   `protobuf:"bytes,5,opt,name=support_vectors_,json=supportVectors,proto3,oneof" json:"support_vectors_,omitempty"`
	Support_        *NDArray   `protobuf:"bytes,6,opt,name=support_,json=support,proto3,oneof" json:"support_,omitempty"`
	NIter_          *NDArray   `protobuf:"bytes,7,opt,name=n_iter_,json=nIter,proto3,oneof" json:"n_iter_,omitempty"`
	FeatureNamesIn_ *NDArray   `protobuf:"bytes,8,opt,name=feature_names_in_,json=featureNamesIn,proto3,oneof" json:"feature_names_in_,omitempty"`
	NFeaturesIn_    *int32     `protobuf:"varint,9,opt,name=n_features_in_,json=nFeaturesIn,proto3,oneof" json:"n_features_in_,omitempty"`
	Intercept_      *NDArray   `protobuf:"bytes,10,opt,name=intercept_,json=intercept,proto3,oneof" json:"intercept_,omitempty"`
	FitStatus_      *int32     `protobuf:"varint,11,opt,name=fit_status_,json=fitStatus,proto3,oneof" json:"fit_status_,omitempty"`
	DualCoef_       *NDArray   `protobuf:"bytes,12,opt,name=dual_coef_,json=dualCoef,proto3,oneof" json:"dual_coef_,omitempty"`
	Coef_           *NDArray   `protobuf:"bytes,13,opt,name=coef_,json=coef,proto3,oneof" json:"coef_,omitempty"`
	Classes_        *NDArray   `protobuf:"bytes,14,opt,name=classes_,json=classes,proto3,oneof" json:"classes_,omitempty"`
	ClassWeight_    *NDArray   `protobuf:"bytes,15,opt,name=class_weight_,json=classWeight,proto3,oneof" json:"class_weight_,omitempty"`
	// contains filtered or unexported fields
}

The response message containing the SVC.

func (*SVCReply) Descriptor deprecated 

func (*SVCReply) Descriptor() ([]byte, []int)

Deprecated: Use SVCReply.ProtoReflect.Descriptor instead.

func (*SVCReply) GetClassWeight_ 

func (x *SVCReply) GetClassWeight_() *NDArray

func (*SVCReply) GetClasses_ 

func (x *SVCReply) GetClasses_() *NDArray

func (*SVCReply) GetCoef_ 

func (x *SVCReply) GetCoef_() *NDArray

func (*SVCReply) GetDualCoef_ 

func (x *SVCReply) GetDualCoef_() *NDArray

func (*SVCReply) GetFeatureNamesIn_ 

func (x *SVCReply) GetFeatureNamesIn_() *NDArray

func (*SVCReply) GetFitStatus_ 

func (x *SVCReply) GetFitStatus_() int32

func (*SVCReply) GetIntercept_ 

func (x *SVCReply) GetIntercept_() *NDArray

func (*SVCReply) GetNFeaturesIn_ 

func (x *SVCReply) GetNFeaturesIn_() int32

func (*SVCReply) GetNIter_ 

func (x *SVCReply) GetNIter_() *NDArray

func (*SVCReply) GetNSupport_ 

func (x *SVCReply) GetNSupport_() *NDArray

func (*SVCReply) GetProbA_ 

func (x *SVCReply) GetProbA_() *NDArray

func (*SVCReply) GetProbB_ 

func (x *SVCReply) GetProbB_() *NDArray

func (*SVCReply) GetShapeFit_ 

func (x *SVCReply) GetShapeFit_() *anypb.Any

func (*SVCReply) GetSupportVectors_ 

func (x *SVCReply) GetSupportVectors_() *NDArray

func (*SVCReply) GetSupport_ 

func (x *SVCReply) GetSupport_() *NDArray

func (*SVCReply) ProtoMessage 

func (*SVCReply) ProtoMessage()

func (*SVCReply) ProtoReflect 

func (x *SVCReply) ProtoReflect() protoreflect.Message

func (*SVCReply) Reset 

func (x *SVCReply) Reset()

func (*SVCReply) String 

func (x *SVCReply) String() string

type SVCRequest 

type SVCRequest struct {
	XDropData    *anypb.Any `protobuf:"bytes,1,opt,name=x_drop_data,json=xDropData,proto3" json:"x_drop_data,omitempty"`
	YDropData    *anypb.Any `protobuf:"bytes,2,opt,name=y_drop_data,json=yDropData,proto3" json:"y_drop_data,omitempty"`
	Size         *anypb.Any `protobuf:"bytes,3,opt,name=size,proto3" json:"size,omitempty"`
	Random       *anypb.Any `protobuf:"bytes,4,opt,name=random,proto3" json:"random,omitempty"`
	Key          string     `protobuf:"bytes,5,opt,name=key,proto3" json:"key,omitempty"`
	SampleWeight *anypb.Any `protobuf:"bytes,6,opt,name=sample_weight,json=sampleWeight,proto3,oneof" json:"sample_weight,omitempty"`
	Kwargs       *SVCkwargs `protobuf:"bytes,7,opt,name=kwargs,proto3" json:"kwargs,omitempty"`
	// contains filtered or unexported fields
}

The request message containing the SVC's Data.

func (*SVCRequest) Descriptor deprecated 

func (*SVCRequest) Descriptor() ([]byte, []int)

Deprecated: Use SVCRequest.ProtoReflect.Descriptor instead.

func (*SVCRequest) GetKey 

func (x *SVCRequest) GetKey() string

func (*SVCRequest) GetKwargs 

func (x *SVCRequest) GetKwargs() *SVCkwargs

func (*SVCRequest) GetRandom 

func (x *SVCRequest) GetRandom() *anypb.Any

func (*SVCRequest) GetSampleWeight 

func (x *SVCRequest) GetSampleWeight() *anypb.Any

func (*SVCRequest) GetSize 

func (x *SVCRequest) GetSize() *anypb.Any

func (*SVCRequest) GetXDropData 

func (x *SVCRequest) GetXDropData() *anypb.Any

func (*SVCRequest) GetYDropData 

func (x *SVCRequest) GetYDropData() *anypb.Any

func (*SVCRequest) ProtoMessage 

func (*SVCRequest) ProtoMessage()

func (*SVCRequest) ProtoReflect 

func (x *SVCRequest) ProtoReflect() protoreflect.Message

func (*SVCRequest) Reset 

func (x *SVCRequest) Reset()

func (*SVCRequest) String 

func (x *SVCRequest) String() string

type SVCkwargs 

type SVCkwargs struct {
	Penalty          *Penalty     `protobuf:"varint,1,opt,name=penalty,proto3,enum=AIProto.Penalty,oneof" json:"penalty,omitempty"`
	Loss             *Loss        `protobuf:"varint,2,opt,name=loss,proto3,enum=AIProto.Loss,oneof" json:"loss,omitempty"`
	Dual             *bool        `protobuf:"varint,3,opt,name=dual,proto3,oneof" json:"dual,omitempty"`
	Tol              *float32     `protobuf:"fixed32,4,opt,name=tol,proto3,oneof" json:"tol,omitempty"`
	C                *float32     `protobuf:"fixed32,5,opt,name=C,proto3,oneof" json:"C,omitempty"`
	MultiClass       *Multi_Class `protobuf:"varint,6,opt,name=multi_class,json=multiClass,proto3,enum=AIProto.Multi_Class,oneof" json:"multi_class,omitempty"`
	FitIntercept     *bool        `protobuf:"varint,7,opt,name=fit_intercept,json=fitIntercept,proto3,oneof" json:"fit_intercept,omitempty"`
	InterceptScaling *float32     `protobuf:"fixed32,8,opt,name=intercept_scaling,json=interceptScaling,proto3,oneof" json:"intercept_scaling,omitempty"`
	ClassWeight      *anypb.Any   `protobuf:"bytes,9,opt,name=class_weight,json=classWeight,proto3,oneof" json:"class_weight,omitempty"`
	Verbose          *int32       `protobuf:"varint,10,opt,name=verbose,proto3,oneof" json:"verbose,omitempty"`
	RandomState      *anypb.Any   `protobuf:"bytes,11,opt,name=random_state,json=randomState,proto3,oneof" json:"random_state,omitempty"`
	MaxIter          *int64       `protobuf:"varint,12,opt,name=max_iter,json=maxIter,proto3,oneof" json:"max_iter,omitempty"`
	// contains filtered or unexported fields
}

SVC kwargs with optional type.

func (*SVCkwargs) Descriptor deprecated 

func (*SVCkwargs) Descriptor() ([]byte, []int)

Deprecated: Use SVCkwargs.ProtoReflect.Descriptor instead.

func (*SVCkwargs) GetC 

func (x *SVCkwargs) GetC() float32

func (*SVCkwargs) GetClassWeight 

func (x *SVCkwargs) GetClassWeight() *anypb.Any

func (*SVCkwargs) GetDual 

func (x *SVCkwargs) GetDual() bool

func (*SVCkwargs) GetFitIntercept 

func (x *SVCkwargs) GetFitIntercept() bool

func (*SVCkwargs) GetInterceptScaling 

func (x *SVCkwargs) GetInterceptScaling() float32

func (*SVCkwargs) GetLoss 

func (x *SVCkwargs) GetLoss() Loss

func (*SVCkwargs) GetMaxIter 

func (x *SVCkwargs) GetMaxIter() int64

func (*SVCkwargs) GetMultiClass 

func (x *SVCkwargs) GetMultiClass() Multi_Class

func (*SVCkwargs) GetPenalty 

func (x *SVCkwargs) GetPenalty() Penalty

func (*SVCkwargs) GetRandomState 

func (x *SVCkwargs) GetRandomState() *anypb.Any

func (*SVCkwargs) GetTol 

func (x *SVCkwargs) GetTol() float32

func (*SVCkwargs) GetVerbose 

func (x *SVCkwargs) GetVerbose() int32

func (*SVCkwargs) ProtoMessage 

func (*SVCkwargs) ProtoMessage()

func (*SVCkwargs) ProtoReflect 

func (x *SVCkwargs) ProtoReflect() protoreflect.Message

func (*SVCkwargs) Reset 

func (x *SVCkwargs) Reset()

func (*SVCkwargs) String 

func (x *SVCkwargs) String() string

type SVMServiceClient 

type SVMServiceClient interface {
	// Send a Linear SVC
	LinearSVCEvent(ctx context.Context, in *LinearRequest, opts ...grpc.CallOption) (*LinearReply, error)
	// Send a Linear SVR
	LinearSVREvent(ctx context.Context, in *LinearRequest, opts ...grpc.CallOption) (*LinearReply, error)
	// Send a SVC
	SVCEvent(ctx context.Context, in *SVCRequest, opts ...grpc.CallOption) (*SVCReply, error)
}

SVMServiceClient is the client API for SVMService service.

For semantics around ctx use and closing/ending streaming RPCs, please refer to https://pkg.go.dev/google.golang.org/grpc/?tab=doc#ClientConn.NewStream.

func NewSVMServiceClient 

func NewSVMServiceClient(cc grpc.ClientConnInterface) SVMServiceClient

type SVMServiceServer 

type SVMServiceServer interface {
	// Send a Linear SVC
	LinearSVCEvent(context.Context, *LinearRequest) (*LinearReply, error)
	// Send a Linear SVR
	LinearSVREvent(context.Context, *LinearRequest) (*LinearReply, error)
	// Send a SVC
	SVCEvent(context.Context, *SVCRequest) (*SVCReply, error)
	// contains filtered or unexported methods
}

SVMServiceServer is the server API for SVMService service. All implementations must embed UnimplementedSVMServiceServer for forward compatibility

type Selection 

type Selection int32

Selection kwargs with enum type. 

const (
	Selection_SELECTION_CYCLIC Selection = 0
	Selection_SELECTION_RANDOM Selection = 1
)

func (Selection) Descriptor 

func (Selection) Descriptor() protoreflect.EnumDescriptor

func (Selection) Enum 

func (x Selection) Enum() *Selection

func (Selection) EnumDescriptor deprecated 

func (Selection) EnumDescriptor() ([]byte, []int)

Deprecated: Use Selection.Descriptor instead.

func (Selection) Number 

func (x Selection) Number() protoreflect.EnumNumber

func (Selection) String 

func (x Selection) String() string

func (Selection) Type 

func (Selection) Type() protoreflect.EnumType

type Solver 

type Solver int32

Solver kwargs with enum type. 

const (
	Solver_SOLVER_AUTO            Solver = 0
	Solver_SOLVER_SVD             Solver = 1
	Solver_SOLVER_CHOLESKY        Solver = 2
	Solver_SOLVER_LSQR            Solver = 3
	Solver_SOLVER_SPARSE_CG       Solver = 4
	Solver_SOLVER_SAG             Solver = 5
	Solver_SOLVER_SAGA            Solver = 6
	Solver_SOLVER_LBFGS           Solver = 7
	Solver_SOLVER_NEWTON_CHOLESKY Solver = 8
)

func (Solver) Descriptor 

func (Solver) Descriptor() protoreflect.EnumDescriptor

func (Solver) Enum 

func (x Solver) Enum() *Solver

func (Solver) EnumDescriptor deprecated 

func (Solver) EnumDescriptor() ([]byte, []int)

Deprecated: Use Solver.Descriptor instead.

func (Solver) Number 

func (x Solver) Number() protoreflect.EnumNumber

func (Solver) String 

func (x Solver) String() string

func (Solver) Type 

func (Solver) Type() protoreflect.EnumType

type TweedieRegressorReply 

type TweedieRegressorReply struct {
	FeatureNamesIn_ *NDArray `protobuf:"bytes,1,opt,name=feature_names_in_,json=featureNamesIn,proto3,oneof" json:"feature_names_in_,omitempty"`
	NFeaturesIn_    *int32   `protobuf:"varint,2,opt,name=n_features_in_,json=nFeaturesIn,proto3,oneof" json:"n_features_in_,omitempty"`
	NIter_          *int32   `protobuf:"varint,3,opt,name=n_iter_,json=nIter,proto3,oneof" json:"n_iter_,omitempty"`
	Intercept_      *float32 `protobuf:"fixed32,4,opt,name=intercept_,json=intercept,proto3,oneof" json:"intercept_,omitempty"`
	Coef_           *NDArray `protobuf:"bytes,5,opt,name=coef_,json=coef,proto3,oneof" json:"coef_,omitempty"`
	// contains filtered or unexported fields
}

The response message containing the Tweedie Regressor.

func (*TweedieRegressorReply) Descriptor deprecated 

func (*TweedieRegressorReply) Descriptor() ([]byte, []int)

Deprecated: Use TweedieRegressorReply.ProtoReflect.Descriptor instead.

func (*TweedieRegressorReply) GetCoef_ 

func (x *TweedieRegressorReply) GetCoef_() *NDArray

func (*TweedieRegressorReply) GetFeatureNamesIn_ 

func (x *TweedieRegressorReply) GetFeatureNamesIn_() *NDArray

func (*TweedieRegressorReply) GetIntercept_ 

func (x *TweedieRegressorReply) GetIntercept_() float32

func (*TweedieRegressorReply) GetNFeaturesIn_ 

func (x *TweedieRegressorReply) GetNFeaturesIn_() int32

func (*TweedieRegressorReply) GetNIter_ 

func (x *TweedieRegressorReply) GetNIter_() int32

func (*TweedieRegressorReply) ProtoMessage 

func (*TweedieRegressorReply) ProtoMessage()

func (*TweedieRegressorReply) ProtoReflect 

func (x *TweedieRegressorReply) ProtoReflect() protoreflect.Message

func (*TweedieRegressorReply) Reset 

func (x *TweedieRegressorReply) Reset()

func (*TweedieRegressorReply) String 

func (x *TweedieRegressorReply) String() string

type TweedieRegressorRequest 

type TweedieRegressorRequest struct {
	XDropData    *anypb.Any              `protobuf:"bytes,1,opt,name=x_drop_data,json=xDropData,proto3" json:"x_drop_data,omitempty"`
	YDropData    *anypb.Any              `protobuf:"bytes,2,opt,name=y_drop_data,json=yDropData,proto3" json:"y_drop_data,omitempty"`
	Size         *anypb.Any              `protobuf:"bytes,3,opt,name=size,proto3" json:"size,omitempty"`
	Random       *anypb.Any              `protobuf:"bytes,4,opt,name=random,proto3" json:"random,omitempty"`
	Key          string                  `protobuf:"bytes,5,opt,name=key,proto3" json:"key,omitempty"`
	SampleWeight *anypb.Any              `protobuf:"bytes,6,opt,name=sample_weight,json=sampleWeight,proto3,oneof" json:"sample_weight,omitempty"`
	Kwargs       *TweedieRegressorkwargs `protobuf:"bytes,7,opt,name=kwargs,proto3" json:"kwargs,omitempty"`
	// contains filtered or unexported fields
}

The request message containing the Tweedie Regressor's Data.

func (*TweedieRegressorRequest) Descriptor deprecated 

func (*TweedieRegressorRequest) Descriptor() ([]byte, []int)

Deprecated: Use TweedieRegressorRequest.ProtoReflect.Descriptor instead.

func (*TweedieRegressorRequest) GetKey 

func (x *TweedieRegressorRequest) GetKey() string

func (*TweedieRegressorRequest) GetKwargs 

func (x *TweedieRegressorRequest) GetKwargs() *TweedieRegressorkwargs

func (*TweedieRegressorRequest) GetRandom 

func (x *TweedieRegressorRequest) GetRandom() *anypb.Any

func (*TweedieRegressorRequest) GetSampleWeight 

func (x *TweedieRegressorRequest) GetSampleWeight() *anypb.Any

func (*TweedieRegressorRequest) GetSize 

func (x *TweedieRegressorRequest) GetSize() *anypb.Any

func (*TweedieRegressorRequest) GetXDropData 

func (x *TweedieRegressorRequest) GetXDropData() *anypb.Any

func (*TweedieRegressorRequest) GetYDropData 

func (x *TweedieRegressorRequest) GetYDropData() *anypb.Any

func (*TweedieRegressorRequest) ProtoMessage 

func (*TweedieRegressorRequest) ProtoMessage()

func (*TweedieRegressorRequest) ProtoReflect 

func (x *TweedieRegressorRequest) ProtoReflect() protoreflect.Message

func (*TweedieRegressorRequest) Reset 

func (x *TweedieRegressorRequest) Reset()

func (*TweedieRegressorRequest) String 

func (x *TweedieRegressorRequest) String() string

type TweedieRegressorkwargs 

type TweedieRegressorkwargs struct {
	Power        *float32 `protobuf:"fixed32,1,opt,name=power,proto3,oneof" json:"power,omitempty"`
	Alpha        *float32 `protobuf:"fixed32,2,opt,name=alpha,proto3,oneof" json:"alpha,omitempty"`
	FitIntercept *bool    `protobuf:"varint,3,opt,name=fit_intercept,json=fitIntercept,proto3,oneof" json:"fit_intercept,omitempty"`
	Link         *Link    `protobuf:"varint,4,opt,name=link,proto3,enum=AIProto.Link,oneof" json:"link,omitempty"`
	Solver       *Solver  `protobuf:"varint,5,opt,name=solver,proto3,enum=AIProto.Solver,oneof" json:"solver,omitempty"`
	MaxIter      *int32   `protobuf:"varint,6,opt,name=max_iter,json=maxIter,proto3,oneof" json:"max_iter,omitempty"`
	Tol          *float32 `protobuf:"fixed32,7,opt,name=tol,proto3,oneof" json:"tol,omitempty"`
	Start        *bool    `protobuf:"varint,8,opt,name=start,proto3,oneof" json:"start,omitempty"`
	Verbose      *int32   `protobuf:"varint,9,opt,name=verbose,proto3,oneof" json:"verbose,omitempty"`
	// contains filtered or unexported fields
}

Tweedie Regressor kwargs with optional type.

func (*TweedieRegressorkwargs) Descriptor deprecated 

func (*TweedieRegressorkwargs) Descriptor() ([]byte, []int)

Deprecated: Use TweedieRegressorkwargs.ProtoReflect.Descriptor instead.

func (*TweedieRegressorkwargs) GetAlpha 

func (x *TweedieRegressorkwargs) GetAlpha() float32

func (*TweedieRegressorkwargs) GetFitIntercept 

func (x *TweedieRegressorkwargs) GetFitIntercept() bool
func (x *TweedieRegressorkwargs) GetLink() Link

func (*TweedieRegressorkwargs) GetMaxIter 

func (x *TweedieRegressorkwargs) GetMaxIter() int32

func (*TweedieRegressorkwargs) GetPower 

func (x *TweedieRegressorkwargs) GetPower() float32

func (*TweedieRegressorkwargs) GetSolver 

func (x *TweedieRegressorkwargs) GetSolver() Solver

func (*TweedieRegressorkwargs) GetStart 

func (x *TweedieRegressorkwargs) GetStart() bool

func (*TweedieRegressorkwargs) GetTol 

func (x *TweedieRegressorkwargs) GetTol() float32

func (*TweedieRegressorkwargs) GetVerbose 

func (x *TweedieRegressorkwargs) GetVerbose() int32

func (*TweedieRegressorkwargs) ProtoMessage 

func (*TweedieRegressorkwargs) ProtoMessage()

func (*TweedieRegressorkwargs) ProtoReflect 

func (x *TweedieRegressorkwargs) ProtoReflect() protoreflect.Message

func (*TweedieRegressorkwargs) Reset 

func (x *TweedieRegressorkwargs) Reset()

func (*TweedieRegressorkwargs) String 

func (x *TweedieRegressorkwargs) String() string

type UnimplementedFileServiceServer 

type UnimplementedFileServiceServer struct {
}

UnimplementedFileServiceServer must be embedded to have forward compatible implementations.

func (UnimplementedFileServiceServer) FileDelete 

func (UnimplementedFileServiceServer) FileDelete(context.Context, *FileDeleteRequest) (*FileEventReply, error)

func (UnimplementedFileServiceServer) FileUploadEvent 

func (UnimplementedFileServiceServer) FileUploadEvent(context.Context, *FileUploadRequest) (*FileEventReply, error)

type UnimplementedGeneralServiceServer 

type UnimplementedGeneralServiceServer struct {
}

UnimplementedGeneralServiceServer must be embedded to have forward compatible implementations.

func (UnimplementedGeneralServiceServer) DescriblerEvent 

func (UnimplementedGeneralServiceServer) DescriblerEvent(context.Context, *DescribeRequest) (*DataFrame, error)

func (UnimplementedGeneralServiceServer) HeaderEvent 

func (UnimplementedGeneralServiceServer) HeaderEvent(context.Context, *HeaderRequest) (*DataFrame, error)

func (UnimplementedGeneralServiceServer) InfoEvent 

func (UnimplementedGeneralServiceServer) InfoEvent(context.Context, *InfoRequest) (*DataFrame, error)

type UnimplementedLinearServiceServer 

type UnimplementedLinearServiceServer struct {
}

UnimplementedLinearServiceServer must be embedded to have forward compatible implementations.

func (UnimplementedLinearServiceServer) BayesianRidgeEvent 

func (UnimplementedLinearServiceServer) BayesianRidgeEvent(context.Context, *BayesianRidgeRequest) (*BayesianRidgeReply, error)

func (UnimplementedLinearServiceServer) ElasticNetEvent 

func (UnimplementedLinearServiceServer) ElasticNetEvent(context.Context, *ElasticNetRequest) (*ElasticNetReply, error)

func (UnimplementedLinearServiceServer) LassoExpressionEvent 

func (UnimplementedLinearServiceServer) LassoExpressionEvent(context.Context, *LassoExpressionRequest) (*LassoExpressionReply, error)

func (UnimplementedLinearServiceServer) LassoLarsLassoExpressionEvent 

func (UnimplementedLinearServiceServer) LassoLarsLassoExpressionEvent(context.Context, *LassoLarsLassoExpressionRequest) (*LassoLarsLassoExpressionReply, error)

func (UnimplementedLinearServiceServer) LinearRegressionEvent 

func (UnimplementedLinearServiceServer) LinearRegressionEvent(context.Context, *LinearRegressionRequest) (*LinearRegressionReply, error)

func (UnimplementedLinearServiceServer) LinearRidgeCVEvent 

func (UnimplementedLinearServiceServer) LinearRidgeCVEvent(context.Context, *LinearRidgeCVRequest) (*LinearRidgeCVReply, error)

func (UnimplementedLinearServiceServer) LinearRidgeEvent 

func (UnimplementedLinearServiceServer) LinearRidgeEvent(context.Context, *LinearRidgeRequest) (*LinearRidgeReply, error)

func (UnimplementedLinearServiceServer) SGDClassifierEvent 

func (UnimplementedLinearServiceServer) SGDClassifierEvent(context.Context, *SGDClassifierRequest) (*SGDClassifierReply, error)

func (UnimplementedLinearServiceServer) TweedieRegressorEvent 

func (UnimplementedLinearServiceServer) TweedieRegressorEvent(context.Context, *TweedieRegressorRequest) (*TweedieRegressorReply, error)

type UnimplementedNeighborsServiceServer 

type UnimplementedNeighborsServiceServer struct {
}

UnimplementedNeighborsServiceServer must be embedded to have forward compatible implementations.

func (UnimplementedNeighborsServiceServer) KDTreeEvent 

func (UnimplementedNeighborsServiceServer) KDTreeEvent(context.Context, *KDTreeRequest) (*KDTreeReply, error)

func (UnimplementedNeighborsServiceServer) NearestCentroidEvent 

func (UnimplementedNeighborsServiceServer) NearestCentroidEvent(context.Context, *NearestCentroidRequest) (*NearestCentroidReply, error)

func (UnimplementedNeighborsServiceServer) NearestNeighborsEvent 

func (UnimplementedNeighborsServiceServer) NearestNeighborsEvent(context.Context, *NearestNeighborsRequest) (*NearestNeighborsReply, error)

type UnimplementedPolynomialServiceServer 

type UnimplementedPolynomialServiceServer struct {
}

UnimplementedPolynomialServiceServer must be embedded to have forward compatible implementations.

func (UnimplementedPolynomialServiceServer) PolynomialFeaturesEvent 

func (UnimplementedPolynomialServiceServer) PolynomialFeaturesEvent(context.Context, *PolynomialFeaturesRequest) (*PolynomialFeaturesReply, error)

func (UnimplementedPolynomialServiceServer) PolynomialFeaturesFitTransformEvent 

func (UnimplementedPolynomialServiceServer) PolynomialFeaturesFitTransformEvent(context.Context, *PolynomialFeaturesFitTransformRequest) (*PolynomialFeaturesFitTransformReply, error)

type UnimplementedSVMServiceServer 

type UnimplementedSVMServiceServer struct {
}

UnimplementedSVMServiceServer must be embedded to have forward compatible implementations.

func (UnimplementedSVMServiceServer) LinearSVCEvent 

func (UnimplementedSVMServiceServer) LinearSVCEvent(context.Context, *LinearRequest) (*LinearReply, error)

func (UnimplementedSVMServiceServer) LinearSVREvent 

func (UnimplementedSVMServiceServer) LinearSVREvent(context.Context, *LinearRequest) (*LinearReply, error)

func (UnimplementedSVMServiceServer) SVCEvent 

func (UnimplementedSVMServiceServer) SVCEvent(context.Context, *SVCRequest) (*SVCReply, error)

type UnsafeFileServiceServer 

type UnsafeFileServiceServer interface {
	// contains filtered or unexported methods
}

UnsafeFileServiceServer may be embedded to opt out of forward compatibility for this service. Use of this interface is not recommended, as added methods to FileServiceServer will result in compilation errors.

type UnsafeGeneralServiceServer 

type UnsafeGeneralServiceServer interface {
	// contains filtered or unexported methods
}

UnsafeGeneralServiceServer may be embedded to opt out of forward compatibility for this service. Use of this interface is not recommended, as added methods to GeneralServiceServer will result in compilation errors.

type UnsafeLinearServiceServer 

type UnsafeLinearServiceServer interface {
	// contains filtered or unexported methods
}

UnsafeLinearServiceServer may be embedded to opt out of forward compatibility for this service. Use of this interface is not recommended, as added methods to LinearServiceServer will result in compilation errors.

type UnsafeNeighborsServiceServer 

type UnsafeNeighborsServiceServer interface {
	// contains filtered or unexported methods
}

UnsafeNeighborsServiceServer may be embedded to opt out of forward compatibility for this service. Use of this interface is not recommended, as added methods to NeighborsServiceServer will result in compilation errors.

type UnsafePolynomialServiceServer 

type UnsafePolynomialServiceServer interface {
	// contains filtered or unexported methods
}

UnsafePolynomialServiceServer may be embedded to opt out of forward compatibility for this service. Use of this interface is not recommended, as added methods to PolynomialServiceServer will result in compilation errors.

type UnsafeSVMServiceServer 

type UnsafeSVMServiceServer interface {
	// contains filtered or unexported methods
}

UnsafeSVMServiceServer may be embedded to opt out of forward compatibility for this service. Use of this interface is not recommended, as added methods to SVMServiceServer will result in compilation errors.

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