lambdalpha

Aspect-level-sentiment

Code and dataset for ACL2018 paper "Exploiting Document Knowledge for Aspect-level Sentiment Classification"

BinaryNet

Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1

BinaryNet-1

Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1

BPL

Bayesian Program Learning model for one-shot learning

char-rnn

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

cortex

Deploy machine learning models in production

Deep_Rec

存放推荐算法相关代码、文档、资料

DeepNLP-models-Pytorch

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

fashion_net

kaggle-Rain

Winning solution to the Kaggle competition - How Much Did It Rain? II

leaf

Open Machine Intelligence Framework for Hackers. (GPU/CPU)

machinelearninginaction

Source Code for the book: Machine Learning in Action published by Manning

ml4

nips14-ssl

Code for reproducing results of NIPS 2014 paper "Semi-Supervised Learning with Deep Generative Models"

nn-from-scratch

Implementing a Neural Network from Scratch

notebook

omniglot

Omniglot data set for one-shot learning

pastec

Image recognition open source index and search engine

PJ_NLP

该库是一个项目集，包括文本分类、多标签分类、细粒度情感分析、命名实体识别，以及部分数据集等

practice

Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

taxi

TD-LSTM

Attention-based Aspect-term Sentiment Analysis implemented by tensorflow.

theano-hf

General purpose Hessian-free optimization in Theano

Theano-Tutorials

Bare bones introduction to machine learning from linear regression to convolutional neural networks using Theano.

trexpark

T‘rex Park is a Youzan sponsored project. Offering Chinese NLP and image models pretrained from E-commerce datasets (product titles, comments, etc.).

Unsupervised-Aspect-Extraction

Code for acl2017 paper "An unsupervised neural attention model for aspect extraction"

visual_search

A visual search engine based on Elasticsearch and Tensorflow

visualization

d3js and other js library for visualization

xmnlp

小明NLP：提供中文分词, 词性标注, 拼写检查，文本转拼音，情感分析，文本摘要，偏旁部首