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func (*Client) CreateDataset ¶

func (c *Client) CreateDataset(name, trainData, trainLabels, testData, testLabels string) error

CreateDataset uploads the files to the storage service and creates a dataset to be used in future training jobs

func (*Client) DeleteDataset ¶

func (c *Client) DeleteDataset(name string) error

DeleteDataset deletes a current dataset

func (*Client) DeleteHistory ¶

func (c *Client) DeleteHistory(taskId string) error

func (*Client) GetHistory ¶

func (c *Client) GetHistory(taskId string) (string, error)

GetHistory returns the training history of a certain task

func (*Client) Infer ¶

func (c *Client) Infer(req *api.InferRequest) ([]byte, error)

Infer submits an inference task to the scheduler and returns the response untouched as a byte array. This response will be a json object with the predictions from the inference task

func (*Client) ListDatasets ¶

func (c *Client) ListDatasets() ([]api.DatasetSummary, error)

ListDatasets returns a list of the datasets uploaded to kubeml

func (*Client) ListHistories ¶

func (c *Client) ListHistories() ([]api.History, error)

func (*Client) Train ¶

func (c *Client) Train(req *api.TrainRequest) (string, error)

Train sends a train job to the controller