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LearningAlgorithms
LearningAlgorithms PublicImplementation 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…
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SpectralClusteringMapReduce
SpectralClusteringMapReduce PublicImplement a scalable version of spectral Clustering algorithm proposed by Ng. et al
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UVDecompositionRecommendationSystemMapReduce
UVDecompositionRecommendationSystemMapReduce PublicImplement UV decomposition algorithm using mapreduce for recommendation systems. Gradient descent, batch and stochastic is used to update U and V values.
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LocalitySensitiveHashingMapReduce
LocalitySensitiveHashingMapReduce PublicImplement Locality sensitive hashing algorithm using MapReduce paradigm and possibly apply it to recommendation systems.
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ScalableSlimRecommendationSystemMapReduce
ScalableSlimRecommendationSystemMapReduce PublicImplement the SLIM recommendation algorithm using MapReduce.
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