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1. contextualbandits contextualbandits Public

   Python implementations of contextual bandits algorithms

   Python 755 147

2. hpfrec hpfrec Public

   Python implementation of 'Scalable Recommendation with Hierarchical Poisson Factorization'.

   Python 79 19

3. cmfrec cmfrec Public

   (Python, R, C) Collective (multi-view/multi-way) matrix factorization, including cold-start functionality (recommender systems, imputation, dimensionality reduction)

   C 118 32

4. poismf poismf Public

   (Python, R, C) Poisson matrix factorization (non-Bayesian version) (recommender systems)

   C 46 13

5. isotree isotree Public

   (Python, R, C/C++) Isolation Forest and variations such as SCiForest and EIF, with some additions (outlier detection + similarity + NA imputation)

   C++ 199 39

6. outliertree outliertree Public

   (Python, R, C++) Explainable outlier/anomaly detection through decision tree conditioning

   C++ 56 4