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我的开源项目汇总(机器&深度学习、NLP、网络IO、AIML、mysql协议、chatbot)

程序员文章站 2022-07-14 22:09:35
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TextAnalyzer

https://github.com/sea-boat/TextAnalyzer

A text analyzer which is based on machine learning,statistics and dictionaries that can analyze text. So far, it supports hot word extracting, text classification, part of speech tagging, named entity recognition, chinese word segment, extracting address, synonym, text clustering, word2vec model, edit distance, chinese word segment, sentence similarity,word sentiment tendency.

轻量reactor网络框架

https://github.com/sea-boat/net-reactor

我的开源项目汇总(机器&深度学习、NLP、网络IO、AIML、mysql协议、chatbot)

深度学习实验室

https://github.com/sea-boat/DeepLearning-Lab

  • rnn char test.
  • seq2seq test.
  • word2vec test.
  • cross entropy test.
  • bidirectional rnn test.

机器学习实验室

https://github.com/sea-boat/MachineLearning_Lab

  • Least Square method.
  • Gradient Descent
  • Newton’s method
  • hierarchy cluster
  • knn
  • markov
  • adaboost
  • random number generation(all kinds of distributions)

mysql协议

https://github.com/sea-boat/mysql-protocol

a lib for mysql protocol operation

how to use

i want an OK packet, just simple as below ,bytes is what you need.

OKPacket ok = new OKPacket();
ok.packetId = 2;
ok.affectedRows = 0;
ok.insertId = 0;
ok.serverStatus = 2;
ok.warningCount = 0;
ByteBuffer buffer = ByteBuffer.allocate(256);
ok.write(buffer);
buffer.flip();
byte[] bytes = new byte[buffer.remaining()];
buffer.get(bytes, 0, bytes.length);

seq2seq模型chatbot

https://github.com/sea-boat/seq2seq_chatbot

a chatbot which is implemented via seq2seq model.

how to train

  1. run data.py to produce some files we needed.
  2. run train.py to train the model.
  3. run test_model.py to predict.

requirements

  • python3.5
  • tensorflow1.3

AIML聊天机器人

https://github.com/sea-boat/super-robot

a robot based on Alice Bot, which can chat with people and handle the business.

Features

  • Alice Bot for chatting.
  • Customizing corpus by AIML1.0.
  • Learning chat online.
  • Ability Bot interface for implementing all kinds of abilities.
  • Service Bot for doing business.

TODO

  • Supports AIML2.0.

自然语言处理实验室

https://github.com/sea-boat/nlp_lab

  • doc2txt
  • tf-idf
  • cnn text classify
  • hmm cws
  • crf ner

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