12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

Learn how to design, develop, deploy and iterate on production-grade ML applications.

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

深度学习入门教程, 优秀文章, Deep Learning Tutorial

📡 Simple and ready-to-use tutorials for TensorFlow

wtfpython的中文翻译/持续🚧.../ 能力有限，欢迎帮我改进翻译

FaceChain is a deep-learning toolchain for generating your Digital-Twin.

Sample code for Channel 9 Python for Beginners course

100 days of algorithms

A crash course in six episodes for software developers who want to become machine learning practitioners.

Code for Stanford CS224u

《统计学习方法》笔记-基于Python算法实现

机器学习算法的公式推导以及numpy实现

一个码农的毕生所学!笔记 & 教程。考研,就业,上学.语言篇，Android,C++,Java,JavaScript,Latex,MATLAB,NodeJS,PHP,Python,技术篇,docker,git,Linux,Maven,office,Spark,Spring,SVN,基础篇,编译原理,操作系统,单片机,计算机网络,计算机网络实验,架构模式,软件文档写作,设计模式,数据结构,数据…

台湾大学李宏毅老师机器学习

斯坦福 cs231n 作业代码实践

the data and ipython notebook of my attempt to solve the kaggle titanic problem

Machine Learning

Complete Assignments for CS231n: Convolutional Neural Networks for Visual Recognition

This is the code for "Convolutional Neural Networks - The Math of Intelligence (Week 4)" By Siraj Raval on Youtube

StyleGAN-based predictor of children's faces from photos of theoretical parents.

code2pix: Generating Graphical User Interfaces from Code (A Differentiable Compiler)

链家二手房信息、交易记录爬虫，部分数据分析