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adversarial_video_generation

A TensorFlow Implementation of "Deep Multi-Scale Video Prediction Beyond Mean Square Error" by Mathieu, Couprie & LeCun.

avazu-ctr-prediction

In online advertising, click-through rate (CTR) is a very important metric for evaluating ad performance. As a result, click prediction systems are essential and widely used for sponsored search and real-time bidding.

awesome-chinese-nlp

A curated list of resources for NLP (Natural Language Processing) for Chinese 中文自然语言处理相关资料

chatterbot-corpus

A multilingual dialog corpus

cnn_sentence

CNNs for sentence classification

deep-ctr

An attempt of training DNN models to predict ad click-through rate, implemented with Theano.

deep-q-learning

Minimal Deep Q Learning (DQN & DDQN) implementations in Keras

dqn

Lua/Torch implementation of DQN (Nature, 2015)

familia

A Toolkit for Chinese Topic Modeling

fast-transx

An Efficient implementation of TransE and its extended models for Knowledge Representation Learning

headlines

Automatically generate headlines to short articles

iveely.search

Pure java realize search engine, try to directly hit the user's search for answers.

kaldi

This is now the official location of the Kaldi project.

lightctr

Lightweight and Scalable framework that combines mainstream algorithms of Click-Through-Rate prediction Based Machine Learning, Deep Learning and Philosophy of Parameter Server.

make-ipinyou-data

This project is to formalise the iPinYou RTB data into a standard format for further researches.

neuraltalk2

Efficient Image Captioning code in Torch, runs on GPU

nlpir

opencv

Various OpenCV projects I found on my disk: Face Recognition, Machine Learning, Colormaps, Samples...

openlearning4deeprecsys

Some deep learning based recsys for open learning.

product-nets

query_classfication_lstm

An LSTM based query classification for Mandrain, implemented using Tensorflow

relation_extraction

Knowledge Base Embedding

tensorflow-deepfm

Tensorflow implementation of DeepFM for CTR prediction.

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners with Latest APIs

textclassificationbenchmark

A Benchmark of Text Classification in PyTorch

transe

transformer

A TensorFlow Implementation of the Transformer: Attention Is All You Need

weixin_public_corpus

微信公众号语料库

wordvectors

Pre-trained word vectors of 30+ languages