《统计学习方法》笔记-基于Python算法实现
☆2,200Aug 12, 2026Updated 2 months ago
Alternatives and similar repositories for statistical-learning-method
Users that are interested in statistical-learning-method are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 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 7 years ago
- 《统计学习方法》的代码实现☆19,605Oct 5, 2026Updated 3 weeks ago
- 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]☆6,332Aug 5, 2023Updated 3 years ago
- 手写实现李航《统计学习方法》书中全部算法☆11,650Nov 25, 2025Updated 11 months ago
- Implementation of Statistical Learning Method, Second Edition.《统计学习方法》第二版，算法实现。☆861Feb 9, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 南瓜书：《机器学习》（西瓜书）公式详解☆26,146Apr 22, 2026Updated 6 months ago
- 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☆2,093May 8, 2026Updated 5 months ago
- deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）☆21,198Oct 5, 2026Updated 3 weeks ago
- 吴恩达老师的机器学习课程个人笔记☆38,045Oct 5, 2026Updated 3 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！☆7,800Feb 26, 2022Updated 4 years ago
- 机器学习算法python实现☆8,661May 20, 2024Updated 2 years ago
- 邱锡鹏《神经网络与深度学习》第二版与通识版：电子书、章节目录、学习资源与勘误。☆19,519Sep 6, 2026Updated last month
- 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…☆57,695Jun 26, 2024Updated 2 years ago
- 周志华《机器学习》手推笔记☆3,788Mar 13, 2021Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2☆42,611Nov 12, 2024Updated last year
- 数据科学的笔记以及资料搜集☆8,614Oct 5, 2026Updated 3 weeks ago
- [译] 面向机器学习的特征工程☆2,564Aug 25, 2023Updated 3 years ago
- 本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。☆19,516Oct 14, 2021Updated 5 years ago
- 算法/数据结构/Python/剑指offer/机器学习/leetcode☆4,079Jan 19, 2020Updated 6 years ago
- 机器学习初学者公众号作品☆2,365Oct 5, 2026Updated 3 weeks ago
- pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和 研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行☆21,738Jul 25, 2024Updated 2 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。☆82,168Jul 30, 2024Updated 2 years ago
- Deep Learning Book Chinese Translation☆37,978Dec 3, 2019Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 机器学习算法的公式推导以及numpy实现☆2,129May 2, 2023Updated 3 years ago
- Interview = 简历指南 + 算法题 + 八股文 + 源码分析☆8,981Oct 20, 2023Updated 3 years ago
- 《神经网络与深度学习：案例与实践》第二版：10 章 PyTorch 实践、Notebook、测试与电子书。☆3,554Sep 7, 2026Updated last month
- 记录Learning from data一书中的习题解答☆1,009May 15, 2019Updated 7 years ago
- ☆5,262Apr 13, 2020Updated 6 years ago
- [译] scikit-learn（sklearn） 中文文档☆5,228Aug 27, 2026Updated 2 months ago
- The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。☆2,793Sep 22, 2026Updated last month
- A Chinese Translation of Stanford CS229 notes 斯坦福机器学习CS229课程讲义的中文翻译☆3,466Mar 1, 2022Updated 4 years ago
- PRML algorithms implemented in Python☆11,736Apr 5, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Machine learning, in numpy☆16,323Oct 29, 2023Updated 3 years ago
- 机器学习算法 基于西瓜书以及《统计学习方法》，当然包括DL。☆301Aug 17, 2019Updated 7 years ago
- 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☆4,778Jul 22, 2026Updated 3 months ago
- 机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归☆10,421Jul 12, 2024Updated 2 years ago
- 《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☆16,839Oct 23, 2026Updated last week
- My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义…☆10,385Jul 8, 2026Updated 3 months ago
- Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现☆7,808Jun 23, 2020Updated 6 years ago