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neural-language-model

Implementation of neural language models, in particular Collobert + Weston (2008) and a stochastic margin-based version of Mnih's LBL.

neural-summary-tensorflow

TensorFlow implementation of "A Neural Attention Model for Abstractive Summarization" (in progress)

neuralnetworks

java deep neural networks with gpu acceleration

neuraltalk

NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.

nips2015_vrnn

nips2016_tutorial

nlp_chinese_corpus

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

nlu_context

nnsarcasm-s-event

nnsegmentation

Word segmentation using neural networks based on package https://github.com/SUTDNLP/LibN3L

nntargetedsentiment

Targeted sentiment analysis using neural networks based on package https://github.com/SUTDNLP/LibN3L

nose

nose is nicer testing for python

ntm-tensorflow

Neural Turing Machine in Tensorflow

numpy-100

100 Numpy exercises

opendl

The Deep Learning training framework on Spark

opentargetedsentiment

The implementation of "Neural Networks for Open Domain Targeted Sentiment" based on package https://github.com/SUTDNLP/LibN3L

paragraph2vec

perceptron

picojson

a header-file-only, JSON parser serializer in C++

plda

pretrained-language-model

Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.

probcog

A toolbox for statistical relational learning and reasoning.

purine2

Purified Purine.

pycog

Train excitatory-inhibitory recurrent neural networks for cognitive tasks.

pylearn2

A Machine Learning library based on Theano

pythonicml

Implement some machine learning algorithm using python

pytorch-pretrained-bert

The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.

querygeneration

quora-duplicate-question-detector

Uses a Convolutional Neural Network to detect duplicate questions in the public Quora dataset.

ranknet

My (slightly modified) Keras implementation of RankNet and PyTorch implementation of LambdaRank.