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gorse v0.1 Release Notes

Release Date: 2019-11-13 // over 4 years ago

  • 🚀 This is the first released version.

    🔋 Features

    • Recommendation Models :
      • KNN (Explicit/Implicit)
      • CoClustering
      • SlopeOne
      • SVD
      • SVD++
      • NMF
      • ItemPop
      • BPR
      • WRMF
    • Dateset Utils :
      • Load data from buildt-in datasets or CSV files
      • Split data by k-fold or ratio
    • Model Evaluation Utils :
      • Evaluate models by rating metrics: MAE/RMSE
      • Evaluate models by ranking metrics: Precision/Recall/NDCG/MAP/MRR
    • RESTful Recommender Service :
      • Provide RESTful API
      • Store and manage feedvack based on BoltDB
      • Fit model and generate recommendations for each user
    • CLI tools :
      • Data import/export tools for recommender server
      • Model evaluator