南瓜书：《机器学习》（西瓜书）公式详解
☆25,769Apr 6, 2026Updated 2 weeks ago
Alternatives and similar repositories for pumpkin-book
Users that are interested in pumpkin-book are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 《统计学习方法》的代码实现☆19,571Aug 22, 2023Updated 2 years ago
- 《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning☆18,757Oct 7, 2022Updated 3 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…☆57,316Jun 26, 2024Updated last year
- 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！☆7,700Feb 26, 2022Updated 4 years ago
- 吴恩达老师的机器学习课程个人笔记☆36,714Aug 25, 2025Updated 7 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2☆42,198Nov 12, 2024Updated last year
- 《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。☆77,215Jul 30, 2024Updated last year
- 《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☆16,495Nov 23, 2025Updated 4 months 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☆5,835Apr 29, 2019Updated 6 years ago
- Deep Learning Book Chinese Translation☆37,237Dec 3, 2019Updated 6 years 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]☆6,288Aug 5, 2023Updated 2 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。☆19,368Oct 14, 2021Updated 4 years ago
- deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）☆20,467Apr 29, 2022Updated 3 years ago
- 手写实现李航《统计学习方法》书中全部算法☆11,608Nov 25, 2025Updated 4 months ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- 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☆21,612Jul 25, 2024Updated last year
- 深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.☆13,259Aug 30, 2021Updated 4 years ago
- Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著☆7,844Oct 6, 2022Updated 3 years ago
- 《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。☆1,694Mar 31, 2026Updated 3 weeks ago
- Crack LeetCode, not only how, but also why.☆133,316Feb 28, 2026Updated last month
- 周志华《机器学习》手推笔记☆3,771Mar 13, 2021Updated 5 years ago
- 数据科学的笔记以及资料搜集☆8,545Aug 16, 2021Updated 4 years ago
- 100-Days-Of-ML-Code中文版☆22,237Apr 6, 2022Updated 4 years ago
- Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）☆76,662Aug 14, 2023Updated 2 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.
- 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计☆184,226Aug 21, 2024Updated last year
- Machine learning, in numpy☆16,336Oct 29, 2023Updated 2 years ago
- 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。☆17,625Jan 9, 2026Updated 3 months ago
- 深度学习入门教程, 优秀文章, Deep Learning Tutorial☆17,418Apr 21, 2022Updated 4 years ago
- Python - 100天从新手到大师☆181,679Apr 13, 2026Updated last week
- Your new Mentor for Data Science E-Learning.☆14,327Oct 14, 2025Updated 6 months ago
- ☆5,231Apr 13, 2020Updated 6 years 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☆7,612Jun 23, 2020Updated 5 years ago
- LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)☆55,792Jul 16, 2025Updated 9 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- tensorflow2中文教程，持续更新(当前版本:tensorflow2.0)，tag: tensorflow 2.0 tutorials☆7,799Dec 9, 2020Updated 5 years ago
- PRML algorithms implemented in Python☆11,719Apr 5, 2025Updated last year
- 贵校课程资料民间整理☆33,470Jan 5, 2022Updated 4 years ago
- 强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/☆14,043Dec 30, 2025Updated 3 months ago
- Interview = 简历指南 + 算法题 + 八股文 + 源码分析☆8,965Oct 20, 2023Updated 2 years ago
- 《可解释的机器学习--黑盒模型可解释性理解指南》，该书为《Interpretable Machine Learning》中文版☆4,902Nov 28, 2023Updated 2 years ago
- 深度学习经典、新论文逐段精读☆32,878Mar 22, 2025Updated last year