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V2EX  ›  机器学习

聊天机器人资源合集:项目,语聊,论文,教程。

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  •   fendouai_com · 2017-09-01 13:03:39 +08:00 · 1907 次点击
    这是一个创建于 2641 天前的主题,其中的信息可能已经有所发展或是发生改变。

    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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