dvc.lock

prepare:
  cmd: python3 src/prepare.py
  deps:
  - path: src/prepare.py
    md5: 01a15f7704471bbae1b0b4d3fbfd655d
  params:
    params.yaml:
      prepare.categories:
      - comp.graphics
      - rec.sport.baseball
  outs:
  - path: data/prepared
    md5: 77cdc4b415254bc15c5d109816504915.dir
featurize:
  cmd: python3 src/featurize.py data/prepared data/features
  deps:
  - path: data/prepared
    md5: 77cdc4b415254bc15c5d109816504915.dir
  - path: src/featurize.py
    md5: b3f3b6025acf784a51a7596f786e895e
  outs:
  - path: data/features
    md5: ee0395550c20dac035a0945a344aae23.dir
train:
  cmd: python3 src/train.py data/features model.pkl
  deps:
  - path: data/features
    md5: ee0395550c20dac035a0945a344aae23.dir
  - path: src/train.py
    md5: 2221d18315cfb0ff074739e78a57d4cc
  params:
    params.yaml:
      train.alpha: 0.9
  outs:
  - path: model.pkl
    md5: 4261e6cc93c850b6c6b97c2f3ae95050
evaluate:
  cmd: python3 src/evaluate.py model.pkl data/features scores.json plots.json
  deps:
  - path: data/features
    md5: ee0395550c20dac035a0945a344aae23.dir
  - path: model.pkl
    md5: 4261e6cc93c850b6c6b97c2f3ae95050
  - path: src/evaluate.py
    md5: 11d9dabde94952ff57dd205ba12b440c
  outs:
  - path: plots.json
    md5: 9e68566640606aff48965dcb592341d9
  - path: scores.json
    md5: f191dca3b0ab75f394f07ac8b31f3ccc