聊天机器人资源合集:项目,语聊,论文,教程。

2017-09-01  本文已影响472人  磐创AI_聊天机器人

Awesome Chatbot

Github:https://github.com/fendouai/Awesome-Chatbot

Chatbot

ParlAI

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

https://github.com/facebookresearch/ParlAI

stanford-tensorflow-tutorials

A neural chatbot using sequence to sequence model with attentional decoder.

https://github.com/chiphuyen/stanford-tensorflow-tutorials/tree/master/assignments/chatbot

ChatterBot

ChatterBot is a machine learning, conversational dialog engine for creating chat bots

http://chatterbot.readthedocs.io/

DeepQA

My tensorflow implementation of "A neural conversational model", a Deep learning based chatbot

https://github.com/Conchylicultor/DeepQA

chatbot-rnn

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

https://github.com/pender/chatbot-rnn

tf_seq2seq_chatbot

tensorflow seq2seq chatbot

https://github.com/nicolas-ivanov/tf_seq2seq_chatbot

ai-chatbot-framework

A python chatbot framework with Natural Language Understanding and Artificial Intelligence.

https://github.com/alfredfrancis/ai-chatbot-framework

DeepChatModels

Conversation Models in Tensorflow

https://github.com/mckinziebrandon/DeepChatModels

Chatbot

Build your own chatbot base on IBM Watson

https://webchatbot.mybluemix.net/

Chatbot

An AI Based Chatbot

http://chatbot.sohelamin.com/

neural-chatbot

A chatbot based on seq2seq architecture done with tensorflow.

https://github.com/inikdom/neural-chatbot

Chinese_Chatbot

Seq2Seq_Chatbot_QA

使用TensorFlow实现的Sequence to Sequence的聊天机器人模型

https://github.com/qhduan/Seq2Seq_Chatbot_QA

Chatbot

基於向量匹配的情境式聊天機器人

https://github.com/zake7749/Chatbot

Corpus

Cornell Movie-Dialogs Corpus

http://www.cs.cornell.edu/~cristian/Cornell_Movie-Dialogs_Corpus.html

Dialog_Corpus

Datasets for Training Chatbot System

https://github.com/candlewill/Dialog_Corpus

OpenSubtitles

A series of scripts to download and parse the OpenSubtitles corpus.

https://github.com/AlJohri/OpenSubtitles

insuranceqa-corpus-zh

OpenData in insurance area for Machine Learning Tasks

https://github.com/Samurais/insuranceqa-corpus-zh

Papers

Sequence to Sequence Learning with Neural Networks

http://papers.nips.cc/paper/5346-sequence-to-sequence-learning-with-neural-networks.pdf

A Neural Conversational Model

http://arxiv.org/pdf/1506.05869v1.pdf

Tutorial

Deep Learning for Chatbots, Part 1 – Introduction

http://www.wildml.com/2016/04/deep-learning-for-chatbots-part-1-introduction/

Deep Learning for Chatbots, Part 2 – Implementing a Retrieval-Based Model in Tensorflow

http://www.wildml.com/2016/07/deep-learning-for-chatbots-2-retrieval-based-model-tensorflow/

http://www.buluo360.com 整理。

Github:https://github.com/fendouai/Awesome-Chatbot

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