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Implementation of Yoshua Bengio's neural probabilistic language model in Torch. Hierarchical softmax is supported for fast training and testing.

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Name		Name	Last commit message	Last commit date
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data/ptb		data/ptb
util		util
README.md		README.md
extract_ngrams.py		extract_ngrams.py
train.lua		train.lua

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torch-nplm

Neural probabilistic language model (Yoshua Bengio, 2003) implemented in Torch.

GPU supported for fast training.

Hierarchical supported for fast softmax-ing on a large vocabulary.

HSM borrowed from https://github.com/yoonkim/lstm-char-cnn

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Implementation of Yoshua Bengio's neural probabilistic language model in Torch. Hierarchical softmax is supported for fast training and testing.

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