battery-dev/dvc.yaml at main · rgasper/battery-dev · GitHub

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stages:

  assemble_dataset:
    cmd: python stages/concat_and_normalize.py
    deps:
      - stages/concat_and_normalize.py
      - data/initial_features/
    outs:
      - data/raw.csv
      - models/preprocessors
    params:
      - development

  smooth:
    cmd: python stages/smooth.py
    deps:
      - stages/smooth.py
      - data/raw.csv
    outs:
      - data/smoothed.csv
    params:
      - smoothing

  cycle_labeling:
    cmd: python stages/cycle_labeler.py
    deps:
      - stages/cycle_labeler.py
      - data/smoothed.csv
      - data/raw.csv
    outs:
      - data/raw_cycle_labeled.csv
      - data/smooth_cycle_labeled.csv
    params:
      - cycle_labeling