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small-text-1.3.1
- .flake8
  
  922 Bytes
- .github
  - ISSUE_TEMPLATE
    - bug_report.md
      
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    - config.yml
      
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    - documentation.md
      
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    - feature_request.md
      
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- .gitignore
  
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- .readthedocs.yml
  
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- CHANGELOG.md
  
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- CONTRIBUTING.md
  
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- CONTRIBUTORS.md
  
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- DCO.md
  
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- LICENSE
  
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- MANIFEST.in
  
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- README.md
  
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- THIRDPARTY-CODE
  
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- docs
  - Makefile
    
    634 Bytes
  - README.md
    
    185 Bytes
  - _static
    - css
      - custom.css
        
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    - figures
      - active-learning-setup.svg
        
        64.7 kB
    - forkme-right-red-aa0000.png
      
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    - small-text-logo.png
      
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  - _templates
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      9.7 kB
  - active_learning.rst
    
    3.5 kB
  - api
    - active_learner.rst
      
      340 Bytes
    - classifier.rst
      
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    - dataset.rst
      
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  - bibliography.rst
    
    5.3 kB
  - changelog.rst
    
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  - classifiers.rst
    
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  - components
    - initialization.rst
      
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    - query_strategies.rst
      
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    - stopping_criteria.rst
      
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    - training.rst
      
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  - conf.py
    
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  - datasets.rst
    
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  - index.rst
    
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  - install.rst
    
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  - libraries
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    - transformers_integration.rst
      
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  - make.bat
    
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  - patterns
    - pool.rst
      
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    - serialization.rst
      
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  - reproducibility_notes.rst
    
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  - requirements.txt
    
    64 Bytes
  - showcase.rst
    
    1.6 kB
- examples
  - examplecode
    - __init__.py
      
      0 Bytes
    - binary_classification.py
      
      3.4 kB
    - data
      - __init__.py
        
        0 Bytes
      - corpus_twenty_news.py
        
        446 Bytes
      - dataset_go_emotions.py
        
        257 Bytes
      - example_data_binary.py
        
        546 Bytes
      - example_data_multiclass.py
        
        1.0 kB
      - example_data_multilabel.py
        
        726 Bytes
      - example_data_transformers.py
        
        200 Bytes
    - pytorch_multiclass_classification.py
      
      4.2 kB
    - setfit_multiclass_classification.py
      
      4.1 kB
    - shared.py
      
      925 Bytes
    - svm_multilabel_classification.py
      
      3.5 kB
    - transformers_multiclass_classification.py
      
      3.7 kB
    - transformers_multilabel_classification.py
      
      4.1 kB
  - notebooks
    - 01-active-learning-for-text-classification-with-small-text-intro.ipynb
      
      85.5 kB
    - 02-active-learning-with-stopping-criteria.ipynb
      
      92.7 kB
    - 03-active-learning-with-setfit.ipynb
      
      181.6 kB
    - 04-zero-shot-cold-start.ipynb
      
      78.9 kB
  - requirements.txt
    
    30 Bytes
- pyproject.toml
  
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- pytest.ini
  
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- requirements-dev.txt
  
  88 Bytes
- setup.py
  
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- small_text
  - __init__.py
    
    2.0 kB
  - active_learner.py
    
    16.5 kB
  - base.py
    
    1.2 kB
  - classifiers
    - __init__.py
      
      434 Bytes
    - classification.py
      
      7.3 kB
    - factories.py
      
      1.7 kB
  - data
    - __init__.py
      
      941 Bytes
    - datasets.py
      
      22.1 kB
    - exceptions.py
      
      57 Bytes
    - sampling.py
      
      6.2 kB
  - exceptions.py
    
    877 Bytes
  - initialization
    - __init__.py
      
      275 Bytes
    - strategies.py
      
      2.5 kB
  - integrations
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    - pytorch
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      - classifiers
        
        __init__.py
        
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        base.py
        
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        factories.py
        
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        kimcnn.py
        
        23.5 kB
      - datasets.py
        
        14.5 kB
      - exceptions.py
        
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      - model_selection.py
        
        3.6 kB
      - models
        
        __init__.py
        
        93 Bytes
        
        kimcnn.py
        
        5.2 kB
      - query_strategies
        
        __init__.py
        
        312 Bytes
        
        strategies.py
        
        12.2 kB
      - utils
        
        __init__.py
        
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        data.py
        
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        labels.py
        
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        loss.py
        
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        misc.py
        
        1.1 kB
    - transformers
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        1.5 kB
      - classifiers
        
        __init__.py
        
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        base.py
        
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        classification.py
        
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        factories.py
        
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        setfit.py
        
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      - datasets.py
        
        11.1 kB
      - utils
        
        __init__.py
        
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        classification.py
        
        6.0 kB
        
        setfit.py
        
        2.3 kB
  - query_strategies
    - __init__.py
      
      1.7 kB
    - base.py
      
      2.4 kB
    - bayesian.py
      
      1.6 kB
    - coresets.py
      
      7.4 kB
    - exceptions.py
      
      412 Bytes
    - multi_label.py
      
      6.5 kB
    - strategies.py
      
      28.9 kB
  - stopping_criteria
    - __init__.py
      
      581 Bytes
    - base.py
      
      3.8 kB
    - change.py
      
      2.4 kB
    - kappa.py
      
      2.3 kB
    - uncertainty.py
      
      1.6 kB
    - utility.py
      
      865 Bytes
  - training
    - __init__.py
      
      647 Bytes
    - early_stopping.py
      
      9.8 kB
    - metrics.py
      
      754 Bytes
    - model_selection.py
      
      9.5 kB
  - utils
    - __init__.py
      
      1.2 kB
    - annotations.py
      
      4.3 kB
    - classification.py
      
      6.6 kB
    - clustering.py
      
      2.4 kB
    - context.py
      
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    - data.py
      
      1.6 kB
    - datetime.py
      
      220 Bytes
    - labels.py
      
      2.4 kB
    - logging.py
      
      1.9 kB
    - system.py
      
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  - version.json
    
    65 Bytes
  - version.py
    
    551 Bytes
- tests
  - __init__.py
    
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  - integration
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    - classifiers
      - __init__.py
        
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      - test_svm.py
        
        3.6 kB
    - small_text
      - __init__.py
        
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      - classifiers
        
        __init__.py
        
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        test_classification.py
        
        2.8 kB
      - integrations
        
        __init__.py
        
        0 Bytes
        
        pytorch
        
        __init__.py
        
        0 Bytes
        
        classifiers
        
        __init__.py
        
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        test_base.py
        
        6.1 kB
        
        test_kimcnn.py
        
        12.5 kB
        
        test_kimcnn_embeddings.py
        
        4.5 kB
        
        models
        
        __init__.py
        
        0 Bytes
        
        test_kimcnn.py
        
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        query_strategies
        
        __init__.py
        
        0 Bytes
        
        test_query_strategies.py
        
        3.8 kB
        
        test_query_strategy_bald.py
        
        1.7 kB
        
        test_datasets.py
        
        3.3 kB
        
        test_model_selection.py
        
        2.1 kB
        
        test_serialization.py
        
        2.6 kB
        
        transformers
        
        __init__.py
        
        0 Bytes
        
        classifiers
        
        __init__.py
        
        0 Bytes
        
        test_classification.py
        
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        test_setfit.py
        
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        query_strategies
        
        __init__.py
        
        0 Bytes
        
        test_dal.py
        
        1.5 kB
        
        test_query_strategy_bald.py
        
        1.8 kB
        
        test_datasets.py
        
        2.9 kB
        
        test_serialization.py
        
        2.6 kB
        
        utils
        
        __init__.py
        
        0 Bytes
        
        test_setfit.py
        
        3.4 kB
      - query_strategies
        
        __init__.py
        
        0 Bytes
        
        test_multi_label.py
        
        2.3 kB
        
        test_query_strategies.py
        
        15.4 kB
      - test_serialization.py
        
        3.0 kB
  - unit
    - __init__.py
      
      0 Bytes
    - small_text
      - __init__.py
        
        0 Bytes
      - classifiers
        
        __init__.py
        
        0 Bytes
        
        test_classifiers.py
        
        4.7 kB
        
        test_factories.py
        
        2.3 kB
      - conftest.py
        
        127 Bytes
      - data
        
        __init__.py
        
        0 Bytes
        
        test_dataset_construction.py
        
        7.1 kB
        
        test_datasets.py
        
        20.4 kB
        
        test_datatset_views.py
        
        31.1 kB
        
        test_sampling.py
        
        4.3 kB
      - initialization
        
        __init__.py
        
        0 Bytes
        
        test_strategies.py
        
        4.2 kB
      - integrations
        
        __init__.py
        
        0 Bytes
        
        pytorch
        
        __init__.py
        
        0 Bytes
        
        classifiers
        
        __init__.py
        
        0 Bytes
        
        test_base.py
        
        11.8 kB
        
        test_factories.py
        
        791 Bytes
        
        test_kimcnn.py
        
        11.5 kB
        
        models
        
        __init__.py
        
        0 Bytes
        
        test_kimcnn.py
        
        5.3 kB
        
        test_dataset_construction.py
        
        5.8 kB
        
        test_datasets.py
        
        29.2 kB
        
        test_imports.py
        
        1.4 kB
        
        test_strategies.py
        
        3.2 kB
        
        test_utils.py
        
        683 Bytes
        
        utils
        
        __init__.py
        
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        test_data.py
        
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        test_labels.py
        
        2.9 kB
        
        test_loss.py
        
        678 Bytes
        
        test_misc.py
        
        1.4 kB
        
        transformers
        
        __init__.py
        
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        classifiers
        
        __init__.py
        
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        test_classification.py
        
        16.0 kB
        
        test_factories.py
        
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        test_setfit.py
        
        13.9 kB
        
        test_dataset_construction.py
        
        3.4 kB
        
        test_datasets.py
        
        15.0 kB
        
        test_imports.py
        
        1.1 kB
        
        utils
        
        __init__.py
        
        0 Bytes
        
        test_classification.py
        
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      - query_strategies
        
        __init__.py
        
        0 Bytes
        
        test_base.py
        
        3.1 kB
        
        test_bayesian.py
        
        1.9 kB
        
        test_coresets.py
        
        9.4 kB
        
        test_multi_label.py
        
        1.4 kB
        
        test_strategies.py
        
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      - stopping_criteria
        
        __init__.py
        
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        test_base.py
        
        3.8 kB
        
        test_change.py
        
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        test_kappa.py
        
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        test_uncertainty.py
        
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        test_utility.py
        
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      - test_base.py
        
        1.2 kB
      - test_imports.py
        
        5.3 kB
      - test_version.py
        
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      - training
        
        __init__.py
        
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        test_early_stopping.py
        
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        test_metrics.py
        
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        test_model_selection.py
        
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      - utils
        
        __init__.py
        
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        test_annotations.py
        
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        test_classification.py
        
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        test_clustering.py
        
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        test_data.py
        
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        test_datetime.py
        
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        test_labels.py
        
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        test_logging.py
        
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  - utils
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    - datasets.py
      
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    - misc.py
      
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    - object_factory.py
      
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    - testing.py
      
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small-text-1.3.1.zip