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androidtensorflowmachinelearningexample

Android TensorFlow MachineLearning Example (Building TensorFlow for Android)

attention-lvcsr

End-to-End Attention-Based Large Vocabulary Speech Recognition

beit-ascend

bit-rnn

Quantize weights and activations in Recurrent Neural Networks.

cnn-zh

CNN for Offline Handwriting Chinese Character Recognition

compressing_neural_language_model_by_sparse_word_representations

docs

TensorFlow documentation

emoji_predict

emoji 推荐

gated-conv-nets

a language model with gated conv nets (implements https://arxiv.org/pdf/1612.08083v1.pdf)

gated_word_char_rlm

glosbe-translation-memory-crawler

parallel corpora for any languages supported by glosbe.com

google_word2vec_with_annotation

google 官方word2vec 中文注释版

grid

Chinese Tokenizer; New words Finder. 中文三段式机械分词算法; 未登录新词发现算法

h_softmax_theano

Theano CPU and GPU versions of the hierarchical softmax.

hierarchicalsoftmax

Hierarchical Softmax Layer

highway-networks-tensorflow

Implement Highway Networks based on Tensorflow

images

images for notes

kaldi-lstm

C++ implementation of LSTM (Long Short Term Memory), in Kaldi's nnet1 framework. Used for automatic speech recognition, possibly language modeling etc, the training can be switched between CPU and GPU(CUDA). This repo is now merged into official Kaldi codebase(Karel's setup), so this repo is no longer maintained, please check out the Kaldi project instead.

language-modeling-gatedcnn

Tensorflow implementation of "Language Modeling with Gated Convolutional Networks"

lectures

Oxford Deep NLP 2017 course

lightrnn

The tensorflow implementation of NIPS2016 paper "LightRNN: Memory and Computation-Efficient Recurrent Neural Networks" (https://arxiv.org/abs/1610.09893)

lightrnn-forward

lightrnn inference implemented in C++

lowrankcnn

Low-rank convolutional neural networks

lstm_forward_eigen

LSTM language model inference with eigen support

morphemelm

Neural language model using morphemes

my_topics

topics about nlp/dl/ml

near-lossless-binarization

This repository contains source code to binarize any real-value word embeddings into binary vectors.

neural_ime

Neural IME: Neural Input Method Engine

nn-from-scratch

Implementing a Neural Network from Scratch

qqspider

QQ空间爬虫（日志、说说、个人信息）