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Awesome-Chatbot

授权协议 Apache-2.0 License
开发语言 Python
所属分类 神经网络/人工智能
软件类型 开源软件
地区 不详
投 递 者 魏书
操作系统 跨平台
开源组织
适用人群 未知
 软件概览

Awesome Chatbot Projects

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

neuralconvo

Neural conversational model in Torch

https://github.com/macournoyer/neuralconvo

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

chatbot-zh-torch7

中文Neural conversational model in Torch

https://github.com/majoressense/chatbot-zh-torch7

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

dgk_lost_conv

dgk_lost_conv 中文对白语料 chinese conversation corpus

https://github.com/majoressense/dgk_lost_conv

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

Research Blog: Computer, respond to this email.

https://research.googleblog.com/2015/11/computer-respond-to-this-email.html

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/

More

http://www.tensorflownews.com/

  • 聊天机器人实现的技术途径大约可分为以下4种: (其中第一种是属于“调用第三方API”,也就是说核心代码和数据库不掌握在自己手里)(第二、三、四种属于开源框架,也就是说我们可以下载其源码,采用,相对快速的自己搭建一个聊天机器人,核心代码和数据库都掌握在自己手里) http://homepage.fudan.edu.cn/zhengxq/deeplearning/ 一、调用第三方API实现的聊天机器人

  • https://blog.csdn.net/tian_panda/article/details/80664578 聊天机器人实现的技术途径大约可分为以下4种: (其中第一种是属于“调用第三方API”,也就是说核心代码和数据库不掌握在自己手里)(第二、三、四种属于开源框架,也就是说我们可以下载其源码,采用,相对快速的自己搭建一个聊天机器人,核心代码和数据库都掌握在自己手里) http://home

  • 英文论文 ~A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues. 备注:有数据 链接:https://github.com/julianser/hed-dlg-truncated 跑的结果:还未跑 ~End-To-End Generative Dialogue 链接:https://github

  • 奉上100多个按字母顺序排列的开源自然语言处理文本数据集列表(原始未结构化的文本数据),快去按图索骥下载数据自己研究吧! 数据集 Apache软件基金会公开邮件档案:截止到2011年7月11日全部公开可用的Apache软件基金会邮件档案。(200 GB) http://aws.amazon.com/de/datasets/apache-software-foundation-public-mail

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