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该系列包括数组,链表,树,图,递归,DP,有序表等相关数据结构与算法的讲解及代码实现。
《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。
deeplearning.ai(吴恩达老师的深度学习课程笔记及资源)
Topic Modeling in Embedding Spaces
Airbnb users' sentiments through topic modeling and sentiment analysis
A Deep Reinforcement Learning Framework for Automated Trading in Quantitative Finance. NeurIPS 2020. 🔥
Must-read papers on graph neural networks (GNN)
Graph4nlp is the library for the easy use of Graph Neural Networks for NLP
Google Smartphone Decimeter Challenge Kaggle项目:谷歌手机定位挑战赛 (60th/810, Top 8%, Bronze medal)
やり直すんだ。そして、次はうまくやる。
Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]
《统计学习方法》的代码实现
机器学习初学者公众号作品
12 weeks, 25 lessons, 50 quizzes, classic Machine Learning for all
🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.
Machine learning, in numpy
【运筹OR帷幄|数据科学】pandas教程系列电子书
An NLP library with Awesome pre-trained Transformer models and easy-to-use interface, supporting wide-range of NLP tasks from research to industrial applications.
Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)
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.