Why Go
- Case Studies
  
  Common problems companies solve with Go
- Use Cases
  
  Stories about how and why companies use Go
- Security Policy
  
  How Go can help keep you secure by default
Learn
Docs
- Effective Go
  
  Tips for writing clear, performant, and idiomatic Go code
- Go User Manual
  
  A complete introduction to building software with Go
- Standard library
  
  Reference documentation for Go's standard library
- Release Notes
  
  Learn what's new in each Go release
Packages
Community
- Recorded Talks
  
  Videos from prior events
- Meetups
  
  Meet other local Go developers
- Conferences
  
  Learn and network with Go developers from around the world
- Go blog
  
  The Go project's official blog.
- Go project
  
  Get help and stay informed from Go
- Get connected

nn

package

Go to main page

Versions in this module

v1

v1.1.0

Oct 30, 2023

Changes in this version

+ var ErrInvalidIndex = errors.New("nn: invalid index")

+ type ModuleList []T

+ func (ml ModuleList[T]) Forward(xs ...mat.Tensor) []mat.Tensor

type Param

+ State interface{}

+ func (p *Param) WithGrad(value bool) *Param

+ type ParamChannelFunc func(ctx context.Context) <-chan *Param

+ func Parameters(m Model) ParamChannelFunc

+ func StreamParams(params []*Param) ParamChannelFunc

v1.0.1

Sep 16, 2022

v1.0.0

Sep 14, 2022

Changes in this version

+ func Apply(m Model, fn func(model Model, name string))

+ func ClearSupport(m Model)

+ func Dump(obj any, w io.Writer) error

+ func DumpToFile(obj T, filename string) error

+ func ForEachParam(m Model, fn ParamsTraversalFunc)

+ func ForEachParamStrict(m Model, fn ParamsTraversalFunc)

+ func Forward(ms []M) func(...ag.Node) []ag.Node

+ func Introspect(m M) M

+ func Load(r io.Reader) (T, error)

+ func LoadFromFile(filename string) (T, error)

+ func ZeroGrad(m Model)

+ type BaseParam struct

+ func NewParam(value mat.Matrix) *BaseParam

+ func (p *BaseParam) AccGrad(grad mat.Matrix)

+ func (p *BaseParam) ApplyDelta(delta mat.Matrix)

+ func (p *BaseParam) ClearPayload()

+ func (p *BaseParam) Grad() mat.Matrix

+ func (p *BaseParam) HasGrad() bool

+ func (p *BaseParam) MarshalBinary() ([]byte, error)

+ func (p *BaseParam) Name() string

+ func (p *BaseParam) Payload() *Payload

+ func (p *BaseParam) ReplaceValue(value mat.Matrix)

+ func (p *BaseParam) RequiresGrad() bool

+ func (p *BaseParam) ScalarValue() float.Float

+ func (p *BaseParam) SetName(name string)

+ func (p *BaseParam) SetPayload(payload *Payload)

+ func (p *BaseParam) SetRequiresGrad(value bool)

+ func (p *BaseParam) SetType(pType ParamsType)

+ func (p *BaseParam) Type() ParamsType

+ func (p *BaseParam) UnmarshalBinary(data []byte) error

+ func (p *BaseParam) Value() mat.Matrix

+ func (p *BaseParam) WithGrad(value bool) *BaseParam

+ func (p *BaseParam) ZeroGrad()

+ type Buffer struct

+ func Buf(value mat.Matrix) *Buffer

+ func Const(value T) *Buffer

+ func (c *Buffer) AccGrad(mat.Matrix)

+ func (c *Buffer) Grad() mat.Matrix

+ func (c *Buffer) HasGrad() bool

+ func (c *Buffer) MarshalBinary() ([]byte, error)

+ func (c *Buffer) Name() string

+ func (c *Buffer) RequiresGrad() bool

+ func (c *Buffer) UnmarshalBinary(data []byte) error

+ func (c *Buffer) Value() mat.Matrix

+ func (c *Buffer) WithName(value string) *Buffer

+ func (c *Buffer) ZeroGrad()

+ type Model interface

+ type Module struct

+ type Param interface

+ ApplyDelta func(delta mat.Matrix)

+ ClearPayload func()

+ Name func() string

+ Payload func() *Payload

+ ReplaceValue func(value mat.Matrix)

+ SetPayload func(payload *Payload)

+ SetRequiresGrad func(value bool)

+ Type func() ParamsType

+ type ParamsTraversalFunc func(param Param, name string, pType ParamsType)

+ type ParamsTraverser interface

+ TraverseParams func(callback ParamsTraversalFunc)

+ type ParamsType uint8

+ const Biases

+ const Undefined

+ const Weights

+ func (t ParamsType) String() string

+ type Payload struct

+ Data []mat.Matrix

+ Label int

+ func NewPayload() *Payload

+ func (p *Payload) ClearData()

+ func (p *Payload) UnmarshalBinary(data []byte) error

+ func (p Payload) MarshalBinary() ([]byte, error)

+ type StandardModel interface

+ Forward func(...ag.Node) []ag.Node

v1.0.0-alpha.0-tests

Feb 20, 2022

v1.0.0-alpha

Jun 14, 2022