datawhalechina/machine-learning-toy-code external links

---

GitHub - View repository

GitHub.dev - Open in online code editor

Star history - Growth chart over time

deps.dev - Dependencies and security vulnerabilities

Gitingest - Export source code for LLM usage

Repomix - Export source code for LLM usage

uithub - Export source code for LLM usage

Close

datawhalechina/machine-learning-toy-code

Readme badge preview -

If you own this repo, copy the snippet below and add it to your README.md

---

Copy

[![RelatedRepos](https://img.shields.io/badge/related-repos-yellow)](https://relatedrepos.com/gh/datawhalechina/machine-learning-toy-code)

Close

datawhalechina / machine-learning-toy-codeView on GitHubMore

• External links
• Readme badge

《机器学习》（西瓜书）代码实战

☆989May 7, 2025Updated last year

Alternatives and similar repositories for machine-learning-toy-code

Users that are interested in machine-learning-toy-code are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.

• datawhalechina / unusual-deep-learning

  View on GitHub
  水很深的深度学习
  ☆130Apr 6, 2024Updated 2 years ago
• datawhalechina / powerful-numpy

  View on GitHub
  巨硬的NumPy
  ☆502Mar 23, 2024Updated 2 years ago
• xiyusullos / ml_exercise

  View on GitHub
  西瓜书，课后习题
  ☆138Nov 6, 2021Updated 4 years ago
• datawhalechina / statistical-learning-method-solutions-manual

  View on GitHub
  机器学习方法习题解答，在线阅读地址：https://datawhalechina.github.io/statistical-learning-method-solutions-manual
  ☆2,067May 8, 2026Updated 2 months ago
• datawhalechina / pumpkin-book

  View on GitHub
  南瓜书：《机器学习》（西瓜书）公式详解
  ☆25,937Apr 22, 2026Updated 2 months ago
• Deploy on Railway without the complexity - Free Credits Offer • Ad
  Connect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
• myLoveOneTwo / Machine_Learning-2

  View on GitHub
  西瓜书，sklearn源码，李航统计学，机器学习实战
  ☆46Mar 6, 2020Updated 6 years ago
• datawhalechina / thorough-pytorch

  View on GitHub
  PyTorch入门教程，在线阅读地址：https://datawhalechina.github.io/thorough-pytorch/
  ☆3,717Jan 18, 2026Updated 6 months ago
• wenhan123 / ML-Python-

  View on GitHub
  主要是在学习李航的统计学习方法和周志华的机器学习西瓜书的笔记和相关的代码实现
  ☆33Oct 29, 2019Updated 6 years ago
• datawhalechina / key-book

  View on GitHub
  《机器学习理论导引》（宝箱书）的证明、案例、概念补充与参考文献讲解。
  ☆1,710Jul 7, 2026Updated 2 weeks ago
• datawhalechina / fantastic-matplotlib

  View on GitHub
  Matplotlib中文教程，在线阅读地址：https://datawhalechina.github.io/fantastic-matplotlib/
  ☆528Jul 31, 2022Updated 3 years ago
• datawhalechina / hands-on-data-analysis

  View on GitHub
  动手学数据分析以项目为主线，知识点孕育其中，通过边学、边做、边引导来得到更好的学习效果
  ☆1,491May 29, 2024Updated 2 years ago
• datawhalechina / team-learning-data-mining

  View on GitHub
  主要存储Datawhale组队学习中“数据挖掘/机器学习”方向的资料。
  ☆1,850Mar 16, 2022Updated 4 years ago
• ahangchen / melon_concepts

  View on GitHub
  西瓜书概念整理
  ☆92Mar 28, 2021Updated 5 years ago
• Vay-keen / Machine-learning-learning-notes

  View on GitHub
  周志华《机器学习》又称西瓜书是一本较为全面的书籍，书中详细介绍了机器学习领域不同类型的算法(例如：监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等)，记录了本人在学习过程中的理解思路与扩展知识点，希望对新人阅读西瓜书有所帮助！
  ☆7,754Feb 26, 2022Updated 4 years ago
• Managed Kubernetes at scale on DigitalOcean • Ad
  DigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
• datawhalechina / competition-baseline

  View on GitHub
  数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路
  ☆4,756Updated this week
• datawhalechina / team-learning-program

  View on GitHub
  主要存储Datawhale组队学习中“编程、数据结构与算法”方向的资料。
  ☆849Nov 17, 2023Updated 2 years ago
• datawhalechina / ML-FTTI

  View on GitHub
  机器学习 - 从原理到实现
  ☆31Nov 8, 2021Updated 4 years ago
• datawhalechina / joyful-pandas

  View on GitHub
  pandas中文教程
  ☆5,177Apr 24, 2024Updated 2 years ago
• datawhalechina / leetcode-notes

  View on GitHub
  🐳 LeetCode 算法笔记：面试、刷题、学算法。在线阅读地址：https://datawhalechina.github.io/leetcode-notes/
  ☆1,127Oct 9, 2025Updated 9 months ago
• datawhalechina / wonderful-sql

  View on GitHub
  Follow me，从 0 到 1 掌握 SQL。
  ☆1,032Jun 14, 2026Updated last month
• datawhalechina / leeml-notes

  View on GitHub
  leeml-notes已更名为leedl-tutorial，请访问：https://github.com/datawhalechina/leedl-tutorial
  ☆25May 27, 2024Updated 2 years ago
• datawhalechina / grape-book

  View on GitHub
  图深度学习（葡萄书），在线阅读地址： https://datawhalechina.github.io/grape-book
  ☆285Apr 21, 2024Updated 2 years ago
• datawhalechina / daily-interview

  View on GitHub
  Datawhale成员整理的面经，内容包括机器学习，CV，NLP，推荐，开发等，欢迎大家star
  ☆3,754Jul 8, 2026Updated 2 weeks ago
• Wordpress hosting with auto-scaling - Free Trial Offer • Ad
  Fully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
• datawhalechina / free-excel

  View on GitHub
  开源Excel教程。
  ☆177Jan 18, 2023Updated 3 years ago
• datawhalechina / leedl-tutorial

  View on GitHub
  《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases
  ☆16,699Nov 23, 2025Updated 7 months ago
• datawhalechina / team-learning-nlp

  View on GitHub
  主要存储Datawhale组队学习中“自然语言处理”方向的资料。
  ☆949Sep 17, 2021Updated 4 years ago
• datawhalechina / learn-nlp-with-transformers

  View on GitHub
  we want to create a repo to illustrate usage of transformers in chinese
  ☆3,327Aug 18, 2024Updated last year
• datawhalechina / dive-into-cv-pytorch

  View on GitHub
  动手学CV-Pytorch版
  ☆970Feb 8, 2024Updated 2 years ago
• datawhalechina / d2l-ai-solutions-manual

  View on GitHub
  《动手学深度学习》习题解答，在线阅读地址如下：
  ☆593Jul 6, 2024Updated 2 years ago
• datawhalechina / ensemble-learning

  View on GitHub
  ☆144Apr 20, 2022Updated 4 years ago
• datawhalechina / hands-dirty-nlp

  View on GitHub
  本课程面对具有一定机器学习基础，但尚未入门的NLPer或经验尚浅的NLPer，尽力避免陷入繁琐枯燥的公式讲解中，力求用代码展示每个模型背后的设计思想，同时也会带大家梳理每个模块下的技术演变，做到既知树木也知森林。
  ☆91Dec 17, 2023Updated 2 years ago
• hanmq / MachineLearning_Zhouzhihua_ProblemSets

  View on GitHub
  Exercises answers to the book "machine-learning" written by Zhou Zhihua。周志华《机器学习》课后习题，个人解答。各算法都拿numpy和pandas实现了一遍
  ☆1,682Oct 2, 2022Updated 3 years ago
• Deploy to Railway using AI coding agents - Free Credits Offer • Ad
  Use Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
• datawhalechina / wow-plotly

  View on GitHub
  高级可视化神器plotly的学习
  ☆72Jan 12, 2024Updated 2 years ago
• datawhalechina / hugging-vis

  View on GitHub
  Hugging Vision, Hugging AGI.
  ☆185Nov 13, 2025Updated 8 months ago
• datawhalechina / hugging-llm

  View on GitHub
  HuggingLLM, Hugging Future.
  ☆3,066Jun 16, 2026Updated last month
• datawhalechina / whale-anno

  View on GitHub
  Datawhale自研数据标注工具
  ☆73May 11, 2024Updated 2 years ago
• datawhalechina / easy-rl

  View on GitHub
  强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/
  ☆14,459Dec 30, 2025Updated 6 months ago
• lixiang-222 / StratMed

  View on GitHub
  Knowledge-Based System'24
  ☆12May 28, 2024Updated 2 years ago
• angellyao / formulaandcode

  View on GitHub
  鲁伟《机器学习公式推导与代码实现》。整体对算法的分类是亮点。算法原理和代码实现也相对简单，可以和《机器学习实战》对比起来看。
  ☆10Oct 19, 2022Updated 3 years ago