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added some descriptions
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happyrobots committed Apr 24, 2011
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7 changes: 5 additions & 2 deletions TODO.txt
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== FEATURES/PROBLEMS: == FEATURES/PROBLEMS:


* Applying transforms to query vectors * Applying transforms to query vectors
* Detect the optimal dimension reduction in LSA. => run a benchmark * Allow objects to be passed in as transforms.
* Allow objects to be passed in as transforms. => hashes * Hashes might be enough, but a faster data structure might be a good option.
* Detect the optimal dimension reduction in LSA.
* This needs some benchmark. Low number of dimensions can be effective enough.
* http://nlp.stanford.edu/IR-book/html/htmledition/latent-semantic-indexing-1.html
* Implement Probabilistic latent semantic analysis * Implement Probabilistic latent semantic analysis
* Implement Latent Dirichlet Allocation * Implement Latent Dirichlet Allocation


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