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bayarea-dl-summerschool

Torch notebooks and slides for the Bay Area Deep Learning Summer School

brown-cluster

C++ implementation of the Brown word clustering algorithm.

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

dcnmt

Deep Character-Level Neural Machine Translation

deeplearning

Deep Learning (Python, C, C++, Java, Scala, Go)

deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

dl4mt-tutorial

g-ssl-crf

Graph-based SSL CRF for Language Understanding

graphicalmodel

Courera Version of Graphical Model.. Cooperate with Jian Guo.

grid-lstm

Torch7 implementation of Grid LSTM as described here: http://arxiv.org/pdf/1507.01526v2.pdf

groundhog

Library for implementing RNNs with Theano

hed-dlg-truncated

Hierarchical Encoder Decoder RNN (HRED) with Truncated Backpropagation Through Time (Truncated BPTT)

hierarchical-encoder-decoder

Hierarchical encoder-decoder framework for sequences of words, sentences, paragraphs and documents using LSTM and GRU in Theano

how-to-load-dynamic-script

The right way to load dynamic script

ip_pool

免费的IP代理池

learning_to_execute

Learning to Execute

machinelearning

octave algorithm for some machine learning problems.

mxnmt

MXNet based Neural Machine Translation

neuralconvo

Neural conversational model in Torch

practical6

Practical 6: LSTM language models

rnn

Recurrent Neural Network library for Torch7's nn

rnn-theano

RNN(LSTM, GRU) in Theano with mini-batch training; character-level language models in Theano

rnnlg

RNNLG is an open source benchmark toolkit for Natural Language Generation (NLG) in spoken dialogue system application domains. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Systems Group under Apache License 2.0.

sentence_classification

sentence classification using CNN/LSTM/GRU

seq2seq-attention

seq2seq-attn

Sequence-to-sequence model with LSTM encoder/decoders and attention

textrank4zh

:deciduous_tree:从中文文本中自动提取关键词和摘要

tf_seq2seq_chatbot

torch-seq2seq-attention

Torch implementation of seq2seq translation with attention

ubuntu-dialogue-generationv2

The better version of Ubuntu Dialogue Corpus