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Linear Chain CRF with SGD method#11

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chyikwei wants to merge 8 commits intolarsmans:masterlarsmans/seqlearn:masterfrom chyikwei:crfchyikwei/seqlearn:crfCopy head branch name to clipboard

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Commits on Apr 8, 2014

• add forward_backward algorithm

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Commits on Apr 9, 2014

• change init backward value to 0.0

  chyikwei

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• fix test error

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Commits on Apr 11, 2014

• add CRF model and its test file

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Commits on Apr 14, 2014

• implement logsumexp() in cython code

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Commits on Apr 21, 2014

• ENH optimize forward-backward algorithm for LCCRF

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Commits on Apr 22, 2014

• only use safe_sparse_dot once in computing w_update

  chyikwei

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• don't need to compute w_true when compute_obj_val=False

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