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Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
Mini project that can be done for beginner
Named Entity Recognition
大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP
(Linear-chain) Conditional random field in PyTorch.
🕹️ CS234: Reinforcement Learning, Winter 2019 | YouTube videos 👉
互联网新闻情感分析赛题baseline
中文常用停用词表(哈工大停用词表、百度停用词表等)
tensorboard for pytorch (and chainer, mxnet, numpy, ...)
AI100文本分类竞赛代码。从传统机器学习到深度学习方法的测试
’达观杯‘文本智能处理挑战赛,文本分类任务的实现,包括一些传统的监督学习算法和深度学习算法,主要基于sklearn/xgb/lgb/pytorch包实现。
Text classifier for Hierarchical Attention Networks for Document Classification
🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.
PyTorch tutorials.
一些简单的前端学习例子
Tutorial for Sentiment Analysis using Doc2Vec in gensim (or "getting 87% accuracy in sentiment analysis in under 100 lines of code")
A companion repository for the "Writing code for NLP Research" Tutorial at EMNLP 2018
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.