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  1. LearningAlgorithms LearningAlgorithms Public

    Implementation of Simple Learning Algorithms in python with extensive comments so it might help people who are new to the field of machine learning field, learn new concepts without having to consu…

  2. SpectralClusteringMapReduce SpectralClusteringMapReduce Public

    Implement a scalable version of spectral Clustering algorithm proposed by Ng. et al

  3. UVDecompositionRecommendationSystemMapReduce UVDecompositionRecommendationSystemMapReduce Public

    Implement UV decomposition algorithm using mapreduce for recommendation systems. Gradient descent, batch and stochastic is used to update U and V values.

  4. LocalitySensitiveHashingMapReduce LocalitySensitiveHashingMapReduce Public

    Implement Locality sensitive hashing algorithm using MapReduce paradigm and possibly apply it to recommendation systems.

  5. ScalableSlimRecommendationSystemMapReduce ScalableSlimRecommendationSystemMapReduce Public

    Implement the SLIM recommendation algorithm using MapReduce.