nipdep
/
titanic
mirror of https://github.com/nipdep/titanic.git


  
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            schema: '2.0'
stages:
  test:
    cmd: ^
    deps:
    - path: data/data
      md5: bf1a6a19059092be578a3807608e236c.dir
      size: 93081
      nfiles: 3
    - path: src/kitchen_sink/test.py
      md5: 73eae8b1fa95329b887fbb32ed2d8a5e
      size: 27
    outs:
    - path: data/feature
      md5: 2d2dd2fa229f9c84fc1ae86cf71ff1ee.dir
      size: 43933
      nfiles: 2
  feature:
    cmd: python src/kitchen_sink/featurize.py data/data data/feature
    deps:
    - path: data/data
      md5: bf1a6a19059092be578a3807608e236c.dir
      size: 93081
      nfiles: 3
    - path: src/kitchen_sink/featurize.py
      md5: efc13f68416e9a6c8ea4bf3a747e09a7
      size: 2111
    params:
      params.yaml:
        ft.n_neigh: 4
    outs:
    - path: data/feature
      md5: 56dd289b33c635cca74d0794fecf67ba.dir
      size: 44141
      nfiles: 2
  train:
    cmd: python src/kitchen_sink/train.py data/feature data/model score.json prc.json
    deps:
    - path: data/feature
      md5: 56dd289b33c635cca74d0794fecf67ba.dir
      size: 44141
      nfiles: 2
    - path: src/kitchen_sink/train.py
      md5: e1a39eca3ecb7907fc7f604024020ec2
      size: 3075
    params:
      params.yaml:
        train.split: 0.2
    outs:
    - path: data/model
      md5: 87fbef7bae20a92ed3e2458cbc980480.dir
      size: 329302
      nfiles: 2
    - path: prc.json
      md5: 870058c5185318eddb2d279791f3c9ee
      size: 160
    - path: score.json
      md5: 9c8bcad1dfa3042658214062acbdf050
      size: 275