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lifelonglearning

package

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Versions in this module

v0

v0.6.0

Jun 13, 2023

v0.5.1

Aug 15, 2022

v0.5.0

Jun 2, 2022

Changes in this version

+ const AnnotationsDataFileOfEvalKey

+ const AnnotationsNumberOfSamplesKey

+ const AnnotationsRoundsKey

+ const DatasetHandlerIntervalSeconds

+ const EvalSamplesCapacity

+ const JobIterationIntervalSeconds

+ type DataSamples struct

+ EvalSamples []string

+ EvalVersionSamples [][]string

+ PreviousNumbers int

+ TrainSamples []string

+ type JobConfig struct

+ DataSamples *DataSamples

+ Dataset *dataset.Dataset

+ DeployModel *Model

+ DeployTriggerStatus string

+ Done chan struct{}

+ EvalDataURL string

+ EvalTriggerStatus string

+ Lock sync.Mutex

+ OutputConfig *OutputConfig

+ OutputDir string

+ Rounds int

+ Storage storage.Storage

+ TrainDataURL string

+ TrainTrigger trigger.Base

+ TrainTriggerStatus string

+ TriggerTime time.Time

+ UniqueIdentifier string

+ type OutputConfig struct

+ EvalOutput string

+ SamplesOutput map[string]string

+ TrainOutput string

v0.4.3

Nov 2, 2021

v0.4.2

Oct 13, 2021

v0.4.1

Sep 18, 2021

v0.4.0

Sep 8, 2021

v0.3.1

Aug 13, 2021

Changes in this version

+ const DeployPhase

+ const EvalPhase

+ const KindName

+ const LLEvalSamplesCapacity

+ const LLHandlerDataIntervalSeconds

+ const LLJobIterationIntervalSeconds

+ const TrainPhase

+ const TriggerCompletedStatus

+ const TriggerReadyStatus

+ type Job struct

+ Dataset *dataset.Dataset

+ Done chan struct{}

+ JobConfig *LLJobConfig

+ Storage storage.Storage

+ type LLDataSamples struct

+ EvalSamples []string

+ EvalVersionSamples [][]string

+ Numbers int

+ TrainSamples []string

+ type LLJobConfig struct

+ DataSamples *LLDataSamples

+ DeployModel *Model

+ EvalDataURL string

+ EvalResult *Model

+ Lock sync.Mutex

+ OutputConfig *LLOutputConfig

+ OutputDir string

+ Phase string

+ TrainDataURL string

+ TrainModel *Model

+ TrainTrigger trigger.Base

+ TriggerStatus string

+ TriggerTime time.Time

+ UniqueIdentifier string

+ Version int

+ WorkerStatus string

+ type LLOutputConfig struct

+ EvalOutput string

+ SamplesOutput map[string]string

+ TrainOutput string

+ type Manager struct

+ Client clienttypes.ClientI

+ DatasetManager *dataset.Manager

+ LifelongLearningJobMap map[string]*Job

+ VolumeMountPrefix string

+ WorkerMessageChannel chan workertypes.MessageContent

+ func New(client clienttypes.ClientI, datasetManager *dataset.Manager, ...) *Manager

+ func (lm *Manager) AddWorkerMessage(message workertypes.MessageContent)

+ func (lm *Manager) Delete(message *clienttypes.Message) error

+ func (lm *Manager) GetName() string

+ func (lm *Manager) Insert(message *clienttypes.Message) error

+ func (lm *Manager) Start() error

+ type Model = clienttypes.Model