dvc.yaml

# This pipeline defines top-level output stages.
stages:
  eval-report-template:
    cmd: jupytext --to ipynb eval-report.md
    deps:
    - eval-report.md
    outs:
    - eval-report.ipynb:
        cache: false

  eval-report-ml100k:
    cmd: papermill -r dataset ml100k eval-report.ipynb eval-report.ml100k.ipynb
    deps:
      - eval-report.ipynb
      - runs/ml100k-Bias
      - runs/ml100k-IIE
      - runs/ml100k-UUE
      - runs/ml100k-ALS
      - runs/ml100k-Pop
      - runs/ml100k-III
      - runs/ml100k-IALS
    outs:
      - eval-report.ml100k.ipynb:
          cache: false
    metrics:
      - eval-metrics.ml100k.json

  eval-report-ml1m:
    cmd: papermill -r dataset ml1m eval-report.ipynb eval-report.ml1m.ipynb
    deps:
      - eval-report.ipynb
      - runs/ml1m-Pop
      - runs/ml1m-Bias
      - runs/ml1m-IIE
      - runs/ml1m-UUE
      - runs/ml1m-ALS
      - runs/ml1m-III
      - runs/ml1m-IALS
    outs:
      - eval-report.ml1m.ipynb:
          cache: false
    metrics:
      - eval-metrics.ml1m.json

  eval-report-mlsmall:
    cmd: papermill -r dataset mlsmall eval-report.ipynb eval-report.mlsmall.ipynb
    deps:
      - eval-report.ipynb
      - runs/mlsmall-Pop
      - runs/mlsmall-Bias
      - runs/mlsmall-IIE
      - runs/mlsmall-UUE
      - runs/mlsmall-ALS
      - runs/mlsmall-III
      - runs/mlsmall-IALS
    outs:
      - eval-report.mlsmall.ipynb:
          cache: false
    metrics:
      - eval-metrics.mlsmall.json

  eval-report-ml10m:
    cmd: papermill -r dataset ml10m eval-report.ipynb eval-report.ml10m.ipynb
    deps:
      - eval-report.ipynb
      - runs/ml10m-Pop
      - runs/ml10m-Bias
      - runs/ml10m-IIE
      - runs/ml10m-UUE
      - runs/ml10m-ALS
      - runs/ml10m-III
      - runs/ml10m-IALS
    outs:
      - eval-report.ml10m.ipynb:
          cache: false
    metrics:
      - eval-metrics.ml10m.json

  eval-report-ml20m:
    cmd: papermill -r dataset ml20m eval-report.ipynb eval-report.ml20m.ipynb
    deps:
      - eval-report.ipynb
      - runs/ml20m-Pop
      - runs/ml20m-Bias
      - runs/ml20m-IIE
      - runs/ml20m-UUE
      - runs/ml20m-ALS
      - runs/ml20m-III
      - runs/ml20m-IALS
    outs:
      - eval-report.ml20m.ipynb:
          cache: false
    metrics:
      - eval-metrics.ml20m.json