dvc.lock

schema: '2.0'
stages:
  feature-valuation:
    cmd: python -m ml_reproducibility_challenge.experiments.feature_valuation_experiments
    deps:
    - path: src/ml_reproducibility_challenge/experiments/feature_valuation_experiments.py
      md5: 59e019a2bc8e9419410a94e3107cade5
      size: 7445
    outs:
    - path: output/feature_valuation/
      md5: 0307a8c7c6164d09db58d06b817dee7f.dir
      size: 91220
      nfiles: 4
  fixing-mislabeled-data:
    cmd: python -m mlrc22.experiments.fixing_mislabeled_data_experiment
    deps:
    - path: src/mlrc22/experiments/fixing_mislabeled_data_experiment.py
      md5: 76c82a4242e9beac9d0697c843b9aa5d
      size: 7819
    outs:
    - path: output/fixing_mislabeled_data/
      md5: 6052d8c6e1e3e80cbae6d0aecad83cf3.dir
      size: 1067221
      nfiles: 10
  noisy-data:
    cmd: python -m mlrc22.experiments.noisy_data_experiment
    deps:
    - path: src/mlrc22/experiments/noisy_data_experiment.py
      md5: db711622684a50797b221036ffd9822d
      size: 7834
    outs:
    - path: output/noisy_data/
      md5: c6fc53b51bf42c4dbd308e44f351cc9e.dir
      size: 387340
      nfiles: 7
  data-valuation-synthetic:
    cmd: python -m mlrc22.experiments.data_valuation_synthetic_experiment
    deps:
    - path: src/mlrc22/experiments/data_valuation_synthetic_experiment.py
      md5: f3b7629cd9777effb8017e90e1f6e9fa
      size: 7752
    outs:
    - path: output/data_valuation_synthetic/
      md5: aabbaebef75d2cb717f1a58501a7baf0.dir
      size: 98458
      nfiles: 5
  data-valuation-dog-vs-fish:
    cmd: python -m mlrc22.experiments.data_valuation_dog_vs_fish_experiment
    deps:
    - path: src/mlrc22/experiments/data_valuation_dog_vs_fish_experiment.py
      md5: cea0c4024c031b66d1fad4ec74f19795
      size: 7438
    outs:
    - path: output/data_valuation_dog_vs_fish/
      md5: 26b80ac54b157bc7df6c1f6a30a20b57.dir
      size: 81029
      nfiles: 5
  feature-valuation-least-core:
    cmd: python -m mlrc22.experiments.feature_valuation_least_core_experiments
    deps:
    - path: src/mlrc22/experiments/feature_valuation_least_core_experiments.py
      md5: 5c6f7d7b985b81dbb422df5adcc00db7
      size: 7567
    outs:
    - path: output/feature_valuation_least_core/
      md5: 468ebf897b4629a3a9ef25b98176a1fd.dir
      size: 297468
      nfiles: 8