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118 distilbert api #132

Merged
merged 33 commits into from
Aug 10, 2023
Merged

118 distilbert api #132

merged 33 commits into from
Aug 10, 2023

Commits on Jul 3, 2023

  1. started basic framework for dockerizing sentiment endpoint

    @yiwen-h
    yiwen-h committed Jul 3, 2023
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  2. working docker container - cant use Alpine

    @yiwen-h
    yiwen-h committed Jul 3, 2023
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Commits on Jul 4, 2023

  1. got docker container to mount data folder, accept filename as argument

    @yiwen-h
    yiwen-h committed Jul 4, 2023
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Commits on Jul 14, 2023

  1. json input file now deleted if NOT run locally

    @yiwen-h
    yiwen-h committed Jul 14, 2023
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  2. Predictions now outputted as json file in data_out folder

    @yiwen-h
    yiwen-h committed Jul 14, 2023
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Commits on Jul 18, 2023

  1. added label to dockerfile

    @yiwen-h
    yiwen-h committed Jul 18, 2023
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  2. added most tests for docker_run

    @yiwen-h
    yiwen-h committed Jul 18, 2023
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Commits on Jul 19, 2023

  1. added larger json file - about 8000 comments

    @yiwen-h
    yiwen-h committed Jul 19, 2023
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Commits on Aug 4, 2023

  1. wrote get_y_score function

    @yiwen-h
    yiwen-h committed Aug 4, 2023
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  2. prediction dfs now include probabilities as well

    @yiwen-h
    yiwen-h committed Aug 4, 2023
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  3. prediction dfs now include probabilities for sklearn multilabel

    @yiwen-h
    yiwen-h committed Aug 4, 2023
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  4. added macro roc auc score to model summary

    @yiwen-h
    yiwen-h committed Aug 4, 2023
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  5. write_model_preds now uses probabilities from predict_multilabel df o… 

    …utput
    @yiwen-h
    yiwen-h committed Aug 4, 2023
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  6. added model_performance.additional_analysis which calculates confusio… 

    …n matrix and auc_roc scores for labels
    @yiwen-h
    yiwen-h committed Aug 4, 2023
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Commits on Aug 7, 2023

  1. confusion matrix info and roc_auc_score now in model analysis

    @yiwen-h
    yiwen-h committed Aug 7, 2023
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Commits on Aug 9, 2023

  1. Replaced macro roc_aoc score with average_precision_score in perf ana… 

    …lysis
    @yiwen-h
    yiwen-h committed Aug 9, 2023
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  2. renamed "support" column to be more userfriendly

    @yiwen-h
    yiwen-h committed Aug 9, 2023
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  3. fixed ruff complaining about == instead of isinstance in tests

    @yiwen-h
    yiwen-h committed Aug 9, 2023
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  4. fixed ruff complaining about == instead of isinstance in test_factory… 

    …_pipeline
    @yiwen-h
    yiwen-h committed Aug 9, 2023
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  5. some broken dependencies causing test to fail, trying to fix pyprojec… 

    …t.toml
    @yiwen-h
    yiwen-h committed Aug 9, 2023
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  6. Merge pull request #131 from CDU-data-science-team/126_ROC 

    126 roc
    @yiwen-h
    yiwen-h authored Aug 9, 2023
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  7. started basic framework for dockerizing sentiment endpoint

    @yiwen-h
    yiwen-h committed Aug 9, 2023
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  8. working docker container - cant use Alpine

    @yiwen-h
    yiwen-h committed Aug 9, 2023
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  9. got docker container to mount data folder, accept filename as argument

    @yiwen-h
    yiwen-h committed Aug 9, 2023
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  10. json input file now deleted if NOT run locally

    @yiwen-h
    yiwen-h committed Aug 9, 2023
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  11. Predictions now outputted as json file in data_out folder

    @yiwen-h
    yiwen-h committed Aug 9, 2023
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  12. added label to dockerfile

    @yiwen-h
    yiwen-h committed Aug 9, 2023
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  13. added most tests for docker_run

    @yiwen-h
    yiwen-h committed Aug 9, 2023
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  14. added larger json file - about 8000 comments

    @yiwen-h
    yiwen-h committed Aug 9, 2023
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  15. added cache removal to dockerfile in bid to reduce size

    @yiwen-h
    yiwen-h committed Aug 9, 2023
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  16. fewer layers, slim-debian, for smaller size

    @yiwen-h
    yiwen-h committed Aug 9, 2023
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  17. updated dockerfile to reduce size

    @yiwen-h
    yiwen-h committed Aug 9, 2023
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  18. mocking load_model in test_predict_sentiment

    @yiwen-h
    yiwen-h committed Aug 9, 2023
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