swarajpande4
/
generalized-gan-pipeline
connected to https://github.com/swarajpande4/generalized-gan-pipeline.git


  
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            stages:
  featurization:
    cmd: python3 code/featurization.py
    deps:
    - code/featurization.py
    - data/test_data.csv
    - data/train_data.csv
    outs:
    - data/norm_params.json
    - data/processed_test_data.npy
    - data/processed_train_data.npy
  training:
    cmd: python3 code/train_model.py --force
    deps:
    - code/train_model.py
    - data/processed_train_data.npy
    outs:
    - images/
    - saved_model/discriminator.json
    - saved_model/discriminator_weights.hdf5
    - saved_model/generator.json
    - saved_model/generator_weights.hdf5
    metrics:
    - metrics/train_metric.json:
        cache: false
  eval:
    cmd: python3 code/eval.py
    deps:
    - data/processed_test_data.npy
    - saved_model/discriminator.json
    - saved_model/discriminator_weights.hdf5
    - saved_model/generator.json
    - saved_model/generator_weights.hdf5
    metrics:
    - metrics/eval.json:
        cache: false