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attention_based-cnn-lstm-for-sentence-classification

keras结合Attention机制用CNN和LSTM进行句子分类

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bert-model-code-interpretation

解读tensorflow版本Bert中modeling.py数据流

bi-lstm-crf-ner-tf2.0

Named Entity Recognition (NER) task using Bi-LSTM-CRF model implemented in Tensorflow 2.0(tensorflow2.0 +)

chatbot

一个可以自己进行训练的中文聊天机器人， 根据自己的语料训练出自己想要的聊天机器人，可以用于智能客服、在线问答、智能聊天等场景。目前包含seq2seq、seqGAN版本和tf2.0版本。

chatbot_cn

基于金融-司法领域(兼有闲聊性质)的聊天机器人，其中的主要模块有信息抽取、NLU、NLG、知识图谱等，并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口

chatbot_rasa

Chatbot_CN项目中的Chatbot_rasa模块

chatrobot

keras+python3下的seq2seq+attention中文对话系统

chinese-word-vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

chinesenre

中文实体关系抽取，pytorch，bilstm+attention

ddq

Deep Dyna-Q: Integrating Planning for Task-Completion Dialogue Policy Learning

deep-reinforcement-learning-practice

Practice of Deep Reinforcement Learning with Keras and gym.

dssm

Deep Semantics Similarity Model in tensorflow.

elegantbook

Elegant LaTeX Template for Books

elegantnote

Elegant LaTeX Template for Notes

elegantpaper

Elegant LaTeX Template for Working Papers

gpu-test

TensorFlow测试多GPU并行处理

keras_bert_classification

keras bert classification and dssm

keras_bert_ner

基于keras和keras_bert的中文命名实体识别，搭建的网络为bert+bilstm_crf

lausentinet

集成各种神经网络进行情感分类，包括CNN、LSTM、Transformer以及BERT等网络模型

leetcode

Provide all my solutions and explanations in Chinese for all the Leetcode coding problems.

leetcode-python

LeetCode solutions in Python2. LeetCode题解 in Python2。

listed-company-news-crawl-and-text-analysis

从新浪财经、每经网、金融界、**证券网、证券时报网上，爬取上市公司（个股）的历史新闻文本数据进行文本分析、提取特征集，然后利用SVM、随机森林等分类器进行训练，最后对实施抓取的新闻数据进行分类预测

machinelearning

My blogs and code for machine learning. http://cnblogs.com/pinard

mlbox

Machine Learning Algorithms implementations

multiagent-particle-envs

Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

netron

Visualizer for neural network, deep learning and machine learning models

nlp

open_spiel

OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

pymarl

Python Multi-Agent Reinforcement Learning framework