An Introduction to Statistical Learning with Applications in PYTHON

机器学习算法python实现

Source code for the book, Math for Programmers

A curated list of Vector Autoregression resources

温州大学《机器学习》课程资料（代码、课件等）

手写实现李航《统计学习方法》书中全部算法

Matlab code of machine learning algorithms in book PRML

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…

Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative ski…

Course Website on Macroeconomic Analysis with Machine Learning and Big Data

Roadmap to becoming an Artificial Intelligence Expert in 2022

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

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]

致力于将李航博士《统计学习方法》一书中所有算法实现一遍

This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.