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nlp

NLP

nlp-journey

NLP 相关的一些文档、论文及代码, 包括主题模型(Topic Model)、词向量(Word Embedding)、命名实体识别(Named Entity Recognition)、文本分类(Text Classificatin)、文本生成(Text Generation)、文本相似性(Text Similarity)计算、机器翻译(Machine Translation)等，涉及到各种与nlp相关的算法，基于keras和tensorflow。

nlp_xiaojiang

XLNET句向量-相似度（text xlnet embedding），自然语言处理（nlp），闲聊机器人（检索式chatbot），BERT句向量-相似度（Sentence Similarity），文本分类（Text classification）， 实体提取（ner，bert+bilstm+crf），数据增强（text augment enhance），同义句同义词生成，句子主干提取（mainpart），中文汉语短文本相似度，文本特征工程，keras-http-service调用

nmt-coverage

Attention-based NMT with a coverage mechanism to indicate whether a source word is translated or not

pointer-generator-pytorch

implementation pointer-generator-network by pytorch and python3

predict-default-with-xgboost-

py12306

🚂 12306 购票助手，支持分布式，多账号，多任务购票以及 Web 页面管理

pyadvancedcontrol

Python codes for advanced control

python-control

The Python Control Systems Library is a Python module that implements basic operations for analysis and design of feedback control systems.

pythonlinearnonlinearcontrol

PythonLinearNonLinearControl is a library implementing the linear and nonlinear control theories in python.

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

recommendation-system_campus

sequentialdata-gan

Tensorflow Implementation of GAN modeling for sequential data

stock-rnn

Predict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.

tencent2017_final_rank28_code

2017第一届腾讯社交广告高校算法大赛Rank28_code

tensorflow-tutorials-for-time-series

TensorFlow Tutorial for Time Series Prediction

tensorpack

A Neural Net Training Interface on TensorFlow

tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

weibocar

【爬虫】基于Scrapy开发的微博（评论、转发、点赞）爬虫，可以批量抓取。

workflow

C++ Parallel Computing and Asynchronous Networking Engine. Simple C++ HTTP Client/Server.

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow