guild.yml

- model: reviews
  sourcecode:
    select:
      - "*.py"
      - "*.h5"
    
  operations:
    train-transformer:
      main: transformer.train
      flags-import: all
      requires:
        - tokenized
        - tokenized-padded
    load-test:
      main: dataload.load_test
      flags-import: all
      requires:
        - tokenized
        - tokenized-padded
    pad-tokenized:
      main: preprocess.pad_tokenized
      flags-import: all
      requires:
        - tokenized
    tokenize-data:
      main: preprocess.tokenize_data
      flags-import: all
    train-lstm:
      main: train_lstm
      flags-import: all
      requires:
        - tokenized
        - tokenized-padded
  resources:
    tokenized:
      path: tokenized 
      sources:
        - operation: tokenize-data 
    tokenized-padded:
      path: tokenized-padded
      sources:
        - operation: pad-tokenized