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(2000+页)和视频链接
☆10,393Jul 8, 2026Updated 4 months ago
Alternatives and similar repositories for machine-learning-notes
Users that are interested in machine-learning-notes are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆5,266Apr 13, 2020Updated 6 years ago
- 《统计学习方法》的代码实现☆19,601Oct 5, 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…☆57,715Jun 26, 2024Updated 2 years ago
- PRML algorithms implemented in Python☆11,739Apr 5, 2025Updated last year
- 南瓜书:《机器学习》(西瓜书)公式详解☆26,164Apr 22, 2026Updated 6 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 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。☆19,609Sep 6, 2026Updated 2 months ago
- Deep Learning Book Chinese Translation☆37,993Dec 3, 2019Updated 6 years ago
- Must-read papers on graph neural networks (GNN)☆16,850Dec 20, 2023Updated 2 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
- 《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。☆82,521Jul 30, 2024Updated 2 years ago
- Machine learning, in numpy☆16,322Oct 29, 2023Updated 3 years ago
- PyTorch Tutorial for Deep Learning Researchers☆32,520Aug 15, 2023Updated 3 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]☆6,333Aug 5, 2023Updated 3 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☆5,833Apr 29, 2019Updated 7 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.
- 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。☆19,529Oct 14, 2021Updated 5 years ago
- 深度学习经典、新论文逐段精读☆34,114Mar 22, 2025Updated last year
- deeplearning.ai(吴恩达老师的深度学习课程笔记及资源)☆21,247Oct 5, 2026Updated last month
- The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。☆2,801Sep 22, 2026Updated last month
- 《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☆16,873Oct 23, 2026Updated 3 weeks ago
- A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.☆16,757Sep 22, 2026Updated last month
- Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!☆39,602Nov 27, 2022Updated 3 years ago
- Matlab code of machine learning algorithms in book PRML☆6,203Mar 4, 2020Updated 6 years ago
- 吴恩达老师的机器学习课程个人笔记☆38,115Oct 5, 2026Updated last month
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- AiLearning:数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2☆42,629Nov 12, 2024Updated 2 years 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!☆7,803Feb 26, 2022Updated 4 years ago
- 机器学习算法的公式推导以及numpy实现☆2,127May 2, 2023Updated 3 years ago
- A collection of various deep learning architectures, models, and tips☆17,634Sep 26, 2026Updated last month
- 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☆21,741Jul 25, 2024Updated 2 years ago
- Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials…☆14,387Feb 18, 2025Updated last year
- Intro to Reinforcement Learning (强化学习纲要)☆3,609Jul 25, 2020Updated 6 years ago
- Python Implementation of Reinforcement Learning: An Introduction☆14,805Aug 9, 2024Updated 2 years ago
- A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.☆24,093Sep 1, 2025Updated last year
- 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.
- TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)☆43,732Updated this week
- 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal model…☆168,965Updated this week
- Graph Neural Network Library for PyTorch☆24,142Nov 6, 2026Updated last week
- Python code for "Probabilistic Machine learning" book by Kevin Murphy☆7,187Oct 27, 2026Updated 2 weeks ago
- Models and examples built with TensorFlow☆77,631Nov 2, 2026Updated last week
- Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著☆7,842Oct 6, 2022Updated 4 years ago
- 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.☆13,201Aug 30, 2021Updated 5 years ago
Are these results useful?