| Mahout DSL |
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in development |
in development |
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| Mahout Interactive Shell |
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| Collaborative Filtering |
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| User-Based Collaborative Filtering |
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| Item-Based Collaborative Filtering |
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| Matrix Factorization with ALS |
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| Matrix Factorization with ALS on Implicit Feedback |
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in development |
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| Weighted Matrix Factorization, SVD++, Parallel SGD |
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| Classification |
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| Logistic Regression - trained via SGD |
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| Naive Bayes/ Complementary Naive Bayes |
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in development |
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| Random Forest |
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| Hidden Markov Models - single machine |
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| Multilayer Perceptron - single machine |
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| Clustering |
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| Canopy Clustering |
deprecated |
deprecated |
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| k-Means Clustering |
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| Fuzzy k-Means |
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| Streaming k-Means |
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| Spectral Clustering |
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| Dimensionality Reduction |
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| Singular Value Decomposition |
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| Lanczos Algorithm |
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| Stochastic SVD |
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| PCA (via Stochastic SVD) |
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| QR Decomposition |
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| Topic Models |
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| Latent Dirichlet Allocation |
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| Miscellaneous |
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| Frequent Pattern Mining |
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deprecated |
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| RowSimilarityJob |
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| ConcatMatrices |
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| Collocations |
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| Sparse TF-IDF Vectors from Text |
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| XML Parsing |
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| Email Archive Parsing |
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| Lucene Integration |
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| Evolutionary Process |
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