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机器学习

18 repositories

This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date …

8,945 1,313 Updated Jun 25, 2019

《统计学习方法》的代码实现

Jupyter Notebook 19,119 6,288 Updated Aug 22, 2023

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]

Python 6,049 1,604 Updated Aug 5, 2023

Book_5_《统计至简》 | 鸢尾花书:从加减乘除到机器学习;上架!

Jupyter Notebook 3,080 635 Updated Sep 11, 2024

Statistical Rethinking course winter 2022

R 4,115 443 Updated Mar 15, 2022

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

Jupyter Notebook 2,376 607 Updated Sep 23, 2024

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现,也是作为一个算法工程师必会的理论基础知识。

Jupyter Notebook 16,259 4,576 Updated Jun 21, 2022

Statistical Machine Intelligence & Learning Engine

Java 6,090 1,137 Updated Jan 19, 2025

机器学习过程中所看的书,视频和源码

Python 846 233 Updated Oct 23, 2022

📊 Path to a free self-taught education in Data Science!

19,298 3,490 Updated Nov 21, 2024

📝 An awesome Data Science repository to learn and apply for real world problems.

25,524 5,958 Updated Jan 13, 2025

The Open Source Data Science Masters

25,137 6,169 Updated Dec 3, 2023

10 Weeks, 20 Lessons, Data Science for All!

Jupyter Notebook 28,609 5,915 Updated Oct 15, 2024

Toturials coming with the "data science roadmap" picture.

Jupyter Notebook 7,045 1,919 Updated Sep 4, 2024

数据科学的笔记以及资料搜集

Jupyter Notebook 8,256 3,137 Updated Aug 16, 2021

An Open Source Machine Learning Framework for Everyone

C++ 187,334 74,434 Updated Jan 19, 2025

freeCodeCamp.org's open-source codebase and curriculum. Learn to code for free.

TypeScript 409,020 38,715 Updated Jan 19, 2025