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algs4

Algorithms, 4th edition textbook code and libraries

bi-att-flow

Bidirectional Attention Flow

char-rnn-tensorflow

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

chatbot-memn2n-tensorflow

Tensorflow Implementation of Learning End-to-End Goal-Oriented Dialog.

chatbot-retrieval

Dual LSTM Encoder for Dialog Response Generation

chatbot-rnn

A toy chatbot powered by deep learning and trained on data from Reddit

coreos-nvidia

Yet another NVIDIA driver container for Container Linux (aka CoreOS) (More explanations and details)

deepspell

a Deep Learning based Speller

dialogue-models

duckling

Language, engine, and tooling for expressing, testing, and evaluating composable language rules on input strings.

hran

hred-attention-tensorflow

An extension on the Hierachical Recurrent Encoder-Decoder for Generative Context-Aware Query Suggestion, our implementation is in Tensorflow and uses an attention mechanism.

insuranceqa-cnn-lstm

tensorflow and theano cnn code for insurance QA(question Answer matching)

keras-language-modeling

:book: Some language modeling tools for Keras

key-value-memory-networks

The implementation of key value memory networks in tensorflow

language-modeling-gatedcnn

Tensorflow implementation of "Language Modeling with Gated Convolutional Networks"

leakgan

The codes of paper "Long Text Generation via Adversarial Training with Leaked Information" on AAAI 2018. Text generation using GAN and Hierarchical Reinforcement Learning.

machine_learning_examples

A collection of machine learning examples and tutorials.

mem_absa

Aspect Based Sentiment Analysis using End-to-End Memory Networks

memn2n

End-To-End Memory Network using Tensorflow

memn2n-tensorflow

"End-To-End Memory Networks" in Tensorflow

mrrnn

neural_conversation_models

Tensorflow based Neural Conversation Models

nlc

Neural Language Correction implemented on Tensorflow

parlai

A framework for training and evaluating AI models on a variety of openly available dialog datasets.

practical_seq2seq

A simple, minimal wrapper for tensorflow's seq2seq module, for experimenting with datasets rapidly

qa-transfer

Implementation of "Question Answering through Transfer Learning from Large Fine-grained Supervision Data"

rnnlg

RNNLG is an open source benchmark toolkit for Natural Language Generation (NLG) in spoken dialogue system application domains. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Systems Group under Apache License 2.0.

seqgan

Implementation of Sequence Generative Adversarial Nets with Policy Gradient

seqmatchseq

Compare-Aggregate method for WikiQA (via PyTorch)