Implementation of basic mathematical pattern recognition/machine learning techniques for fun

pandas中文教程

Summary of each chapter of the book- Introduction of Statistical Learning (ISL), along with Python code & data.

Mathematical derivation and pure Python code implementation of machine learning algorithms.

Machine learning, in numpy

温州大学《机器学习》课程资料（代码、课件等）

🐟🐟🐟 机器学习面试复习资源

Literature for the self-taught AI practitioner! 📚

Machine learning course materials.

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

《机器翻译：基础与模型》肖桐 朱靖波 著 - Machine Translation: Foundations and Models

A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2021 without ANY background in the field and stay up-to-date with the latest news and state-of-the-ar…

后端架构师技术图谱

TensorFlow CNN for fast style transfer ⚡🖥🎨🖼

Source code for the book, Math for Programmers

collecting books, papers and docs.

Duke Machine Learning Virtual Summer School 2021

The fastai book, published as Jupyter Notebooks

A curated list of Vector Autoregression resources.

Source code for my collection of articles on using pandas.

A curated list of awesome Machine Learning frameworks, libraries and software.

图书《漫画算法 Python版》的全部源代码

List of summer schools in machine learning + related fields across the globe

经典编程书籍大全，涵盖：计算机系统与网络、系统架构、算法与数据结构、前端开发、后端开发、移动开发、数据库、测试、项目与团队、程序员职业修炼、求职面试等

Companion webpage to the book "Mathematics For Machine Learning"

Python code for "Machine learning: a probabilistic perspective" (2nd edition)

LaTeX Templates for theses and beamer presentations

This holds iPython notebooks and lecture slides for the Intro to Data Science Master's course I teach at NYU.

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被全球140所大学采用教学。