leudom
/
german-fake-news-classifier


  
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            stages:
  download-data:
    cmd: python3 src/data/download_data.py
    deps:
    - src/data/download_data.py
    outs:
    - data/raw/GermanFakeNC.json
    - data/raw/news.csv
  scrape-news:
    cmd: python3 src/data/scrape_news.py
    deps:
    - data/raw/GermanFakeNC.json
    - src/data/scrape_news.py
    outs:
    - data/interim/GermanFakeNC_interim.csv
  make-dataset:
    cmd: python3 src/data/make_dataset.py
    deps:
    - data/interim/GermanFakeNC_interim.csv
    - data/raw/news.csv
    - src/data/make_dataset.py
    outs:
    - data/processed/fake_news_processed.csv
  train-model:
    cmd: python3 src/models/train_model.py
    deps:
    - data/processed/fake_news_processed.csv
    - src/models/train_model.py
    outs:
    - bin/models/model.pkl
    - metrics.csv:
        cache: false
    - params.yml:
        cache: false