Annalie
/
star-types
mirror of https://github.com/annalieNK/star-types


  
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            stages:
  prepare:
    cmd: python src/prepare.py data/data.csv
    deps:
    - data/data.csv
    - src/prepare.py
    outs:
    - data/prepared
  train:
    cmd: python src/train.py data/prepared model.pkl
    deps:
    - data/prepared
    - src/train.py
    params:
    - train.model
    - train.seed
    - train.split
    outs:
    - model/model.pkl
  evaluate:
    cmd: python src/evaluate.py model.pkl data/prepared scores.json confusion_matrix.png ROC_AUC_curve.png
    deps:
    - data/prepared
    - model/model.pkl
    - src/evaluate.py
    params:
    - evaluate.model
    - evaluate.seed
    - evaluate.split