lib.sedna.algorithms.unseen_task_detection.unseen_sample_re_recognition.base_unseen_sample_re_recognition

Divide labeled unseen samples into seen tasks and unseen tasks.

param task_index:

knowledge base index which includes indexes of tasks, samples, models, etc.

type task_index:

str or Dict

returns:

  • seen_task_samples (seen samples, see sedna.datasources.BaseDataSource)

  • for more detail

  • unseen_task_samples (unseen samples, see sedna.datasources.BaseDataSource)

  • for more detail

Module Contents

Classes

BaseSampleReRegonition

Divide labeled unseen samples into seen tasks and unseen tasks.
class lib.sedna.algorithms.unseen_task_detection.unseen_sample_re_recognition.base_unseen_sample_re_recognition.BaseSampleReRegonition(task_index, **kwargs)[source]

Divide labeled unseen samples into seen tasks and unseen tasks.

Parameters:

task_index (str or Dict) – knowledge base index which includes indexes of tasks, samples, models, etc.

abstract __call__(samples: sedna.datasources.BaseDataSource)[source]
Parameters:

samples (training samples) –

Returns:

  • seen_task_samples (BaseDataSource)

  • unseen_task_samples (BaseDataSource)