Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

Open deep learning compiler stack for cpu, gpu and specialized accelerators

all kinds of text classification models and more with deep learning

Convolutional Neural Network for Text Classification in Tensorflow

fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.

Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow

Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取

Deep Learning NLP Pipeline implemented on Tensorflow

Tools for mapping a sentence with arbitrary length to vector space

Hands-on tutorial on deep learning with a special focus on Natural Language Processing (NLP)

Distributed TensorFlow basics and examples of training algorithms

Distributed Deep Learning, with a focus on distributed training, using Keras and Apache Spark.

End-To-End Memory Networks for bAbI question-answering tasks

A set of useful tools for competitive data science.

My Keras implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://research.microsoft.com/pubs/226585/cikm2014_cdssm_final.pdf.

Implementing Recurrent Neural Network from Scratch

XGBoost Feature Interactions Reshaped

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

a Deep Learning Framework for Text https://delft.readthedocs.io/

Distributed Deep Learning on Spark

BiLSTM-CNN-CRF architecture for sequence tagging using ELMo representations.

The RWTH extensible training framework for universal recurrent neural networks

Implementing Multiple Layer Neural Network from Scratch

Learning Deep Learning

eXtensible Neural Machine Translation

tensorflow prediction using c++ api

Finding document vectors from pre-trained word2vec word vectors