常见的机器学习参考资料，包括书籍、公开课等
☆443Jun 24, 2020Updated 5 years ago
Alternatives and similar repositories for machine-learning-reference
Users that are interested in machine-learning-reference are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Machine learning resources☆3,788Apr 1, 2024Updated 2 years ago
- PageRank on undirected and weighted graph☆15Mar 10, 2012Updated 14 years ago
- 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☆5,834Apr 29, 2019Updated 6 years ago
- 南瓜书：《机器学习》（西瓜书）公式详解☆25,748Mar 26, 2026Updated 2 weeks ago
- 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！☆7,694Feb 26, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- 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]☆6,290Aug 5, 2023Updated 2 years ago
- Deep Learning Book Chinese Translation☆37,220Dec 3, 2019Updated 6 years ago
- 《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning☆18,741Oct 7, 2022Updated 3 years ago
- 记录edx的哥伦比亚大学机器学习课程资料☆18Sep 9, 2018Updated 7 years ago
- 深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系sc…☆57,275Jun 26, 2024Updated last year
- A Chinese Translation of Stanford CS229 notes 斯坦福机器学习CS229课程讲义的中文翻译☆3,449Mar 1, 2022Updated 4 years ago
- 一些关于机器学习的学习资料与研究介绍☆2,009Nov 10, 2018Updated 7 years ago
- 前段时间自己的网站涉及到支付功能（自己网站后台是node.js开发的），在阅读了官方文档之后，打算在git上找一下开源的支付接口，没想到一个都不能使用，最后无赖自己根据官网资料，自己写了这个接口，原理比较简单，其实没有那么复杂，希望对初学者有帮助，如果有错误还望指出（本接…☆12Aug 1, 2017Updated 8 years ago
- Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang☆15,091Mar 30, 2026Updated last week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Interview = 简历指南 + 算法题 + 八股文 + 源码分析☆8,967Oct 20, 2023Updated 2 years ago
- deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）☆20,406Apr 29, 2022Updated 3 years ago
- PRML algorithms implemented in Python☆11,724Apr 5, 2025Updated last year
- Distributed in-memory cube base on java8 stream☆17Dec 6, 2014Updated 11 years ago
- [译] fast.ai 机器学习和深度学习中文笔记☆422Aug 13, 2021Updated 4 years ago
- ☆213Apr 11, 2017Updated 8 years ago
- ✒统计学习方法第二版（李航） 学习笔记、代码实现、课后习题☆367Jul 23, 2019Updated 6 years ago
- 相似度计算软件包☆194Dec 16, 2023Updated 2 years ago
- 《统计学习方法》的代码实现☆19,554Aug 22, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- 斯坦福大学 机器学习 吴恩达 Coursera☆14Feb 8, 2018Updated 8 years ago
- ☆5,227Apr 13, 2020Updated 5 years ago
- Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著☆7,849Oct 6, 2022Updated 3 years ago
- Stanford CS229 (Autumn 2017)☆374Jan 16, 2018Updated 8 years ago
- 《剑指offer》Python题解代码☆13Oct 7, 2019Updated 6 years ago
- ☆15May 16, 2017Updated 8 years ago
- 周志华《机器学习》手推笔记☆3,768Mar 13, 2021Updated 5 years ago
- 机器学习资源大全中文版，包括机器学习领域的框架、库以及软件☆4,432Apr 3, 2024Updated 2 years ago
- [译] Sklearn 与 TensorFlow 机器学习实用指南【版权问题，网站已下线！！】☆3,839Aug 9, 2021Updated 4 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2☆42,161Nov 12, 2024Updated last year
- [译] 面向机器学习的特征工程☆2,553Aug 25, 2023Updated 2 years ago
- General Object Detection☆13Apr 22, 2024Updated last year
- Companion codes for the paper "Decentralized Frank-Wolfe Algorithm for Convex and Non-convex Problems", accepted by IEEE TAC☆12Oct 3, 2017Updated 8 years ago
- 《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。☆76,713Jul 30, 2024Updated last year
- ☆13Feb 3, 2017Updated 9 years ago
- # Algorithms compared: # > Proximal Gradient Descent # > Accelerated Proximal Gradient Descent # > Coordinate Descent # > Alternating Di…☆11Feb 4, 2016Updated 10 years ago