chatbot

所属分类人工智能/神经网络/深度学习
开发工具:Python
文件大小:56616KB
下载次数:19
上传日期:2019-06-21 20:59:09
上 传 者白子画灬
说明:  聊天机器人 原理: 严谨的说叫 ”基于深度学习的开放域生成对话模型“,框架为Keras(Tensorflow的高层包装),方案为主流的RNN(循环神经网络)的变种LSTM(长短期记忆网络)+seq2seq(序列到序列模型),外加算法Attention Mechanism(注意力机制),分词工具为jieba,UI为Tkinter,基于”青云“语料(10万+闲聊对话)训练。 运行环境:python3.6以上,Tensorflow,pandas,numpy,jieba。
(Chat Robot Principle: Strictly speaking, it is called "Open Domain Generation Dialogue Model Based on Deep Learning". The framework is Keras (High-level Packaging of Tensorflow). The scheme is LSTM (Long-term and Short-term Memory Network)+seq2seq (Sequence to Sequence Model), plus Attention Mechanism (Attention Mechanism). The word segmentation tool is Jieba and the UI is Tkinter. Based on "Qingyun" corpus (100,000 + chat dialogue) training. Running environment: Python 3.6 or more, Tensorflow, pandas, numpy, jieba.)

文件列表:[举报垃圾]
answer_o.npy, 2621612 , 2019-05-23
main.py, 8381 , 2019-05-27
models, 0 , 2019-05-25
models\W--184-0.5949-.h5, 73024168 , 2019-05-24
pad_answer.npy, 8000128 , 2019-05-23
pad_index_to_word.pkl, 550194 , 2019-05-23
pad_question.npy, 8000128 , 2019-05-23
pad_word_to_index.pkl, 550194 , 2019-05-23
simkai.ttf, 11787328 , 2017-12-04
START.bat, 80 , 2019-05-27
vocab_bag.pkl, 420384 , 2019-05-23

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