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library_interface.md

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Library Interface

Example

  • example
    • model_example
      • als_example.py
      • bpr_example.py
      • global_avarege_example.py
      • knn_example.py
      • svd_example.py
      • warp_example.py
      • ratings_small.csv
    • metrics_example
      • cosine_example.py
      • pearson_example.py

pyrecsys

  • accuracy

    • mae
    • rmse
    • auc
    • precision
    • recall
    • f1
  • metrics

    • cosine
    • pearson
  • model_selection

    • cross_validate
    • gridsearchcv
  • models

    • Base : Base Model
    • ALS
    • BPR
    • KNN
    • SVD
    • WARP
    • User Average
    • Item Average
    • Global Average
  • persistence

    • loads
    • dump