Code accompanying our EMNLP paper Learning Language Representations for Typology Prediction

Code for Structured Attention Networks https://arxiv.org/abs/1702.00887

TensorFlow Neural Machine Translation Tutorial

Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

Kaggle datascience bowl 2017

Tensorflow implementation for prodLDA and NVLDA.

Tensors and Dynamic neural networks in Python with strong GPU acceleration

An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.

A library for debugging/inspecting machine learning classifiers and explaining their predictions

Seq2seq chatbot with attention and anti-language model to suppress generic response, option for further improve by deep reinforcement learning.

Deep Learning NLP Pipeline implemented on Tensorflow

Improving Convolutional Networks via Attention Transfer (ICLR 2017)

Oxford Deep NLP 2017 course

Reimplementation of Munkhdalai et al's Neural Semantic Encoders (https://arxiv.org/pdf/1607.04315v2.pdf)

Tensorflow based Neural Conversation Models

My first Python repo with codes in Machine Learning, NLP and Deep Learning with Keras and Theano

TensorFlow implementation of normalizations such as Layer Normalization, HyperNetworks.

neural_topic_models

Network analysis of Enron Email Dataset using mapreduce and R

An LSTM for time-series classification

Enron Email Analysis

Recurrent Highway Networks - Implementations for Tensorflow, Torch7, Theano and Brainstorm

Implements an efficient softmax approximation as described in the paper "Efficient softmax approximation for GPUs" (http://arxiv.org/abs/1609.04309)

Implementation of t-SNE visualization algorithm in Javascript.

MLDB is the Machine Learning Database

DeepTeach - the Interactive Deep Image Classifier Builder

emoji2vec: Learning Emoji Representations from their Description

Neural Sentiment Classification