《Machine Learning: A Probabilistic Perspective》（Kevin P. Murphy）中文翻译和书中算法的Python实现。
☆654Jan 18, 2026Updated 9 months ago
Alternatives and similar repositories for MLAPP_CN_CODE
Users that are interested in MLAPP_CN_CODE are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Chinese Notes of MLAPP，MLAPP 中文笔记项目 https://zhuanlan.zhihu.com/python-kivy☆360Mar 8, 2021Updated 5 years ago
- The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。☆2,797Sep 22, 2026Updated last month
- Solutions in Python for Kevin Murphy's Machine Learning: a Probabilistic Perspective☆53Jul 13, 2017Updated 9 years ago
- "Probabilistic Machine Learning" - a book series by Kevin Murphy☆5,704Dec 10, 2025Updated 10 months ago
- PRML algorithms implemented in Python☆11,734Apr 5, 2025Updated last year
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- learning fomula☆295Jul 24, 2021Updated 5 years ago
- Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop☆2,636Jul 25, 2022Updated 4 years ago
- PRML (Pattern Recognition and Machine Learning) Solution Manual in Japanese☆12Apr 1, 2019Updated 7 years ago
- 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…☆10,388Jul 8, 2026Updated 3 months ago
- 机器学习算法的公式推导以及numpy实现☆2,129May 2, 2023Updated 3 years ago
- Pattern Recognition And Machine Learning 相关的学习资源☆158Aug 15, 2019Updated 7 years ago
- ☆5,264Apr 13, 2020Updated 6 years ago
- 《Pattern Recognition and Machine Learning》阅读讨论班☆35May 20, 2019Updated 7 years ago
- Matlab code of machine learning algorithms in book PRML☆6,202Mar 4, 2020Updated 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.
- 南瓜书：《机器学习》（西瓜书）公式详解☆26,152Apr 22, 2026Updated 6 months 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☆11,651Nov 25, 2025Updated 11 months ago
- A Chinese Translation of Stanford CS229 notes 斯坦福机器学习CS229课程讲义的中文翻译☆3,462Mar 1, 2022Updated 4 years ago
- ☆11Dec 21, 2023Updated 2 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☆7,809Jun 23, 2020Updated 6 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。☆82,321Jul 30, 2024Updated 2 years ago
- Deep Learning Book Chinese Translation☆37,983Dec 3, 2019Updated 6 years ago
- Mixture of multivariate Student's t-distributions model☆11Jan 27, 2021Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- My solutions to Kevin Murphy Machine Learning Book☆539Aug 11, 2020Updated 6 years ago
- ☆10Dec 17, 2020Updated 5 years ago
- ☆11Feb 6, 2017Updated 9 years ago
- ☆10Oct 1, 2021Updated 5 years ago
- Code for NeurIPS 2020 paper 'Self-imitation Learning via Generalized Lower bound Q-learning'☆12Feb 13, 2021Updated 5 years ago
- ☆529May 16, 2021Updated 5 years ago
- A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book☆931Jul 18, 2021Updated 5 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☆16,855Oct 23, 2026Updated 2 weeks ago
- ☆15Nov 3, 2025Updated last year
- 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.
- 深度学习经典、新论文逐段精读☆34,085Mar 22, 2025Updated last year
- 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
- 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。☆19,573Sep 6, 2026Updated 2 months 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。☆19,528Oct 14, 2021Updated 5 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☆4,899Nov 28, 2023Updated 2 years ago
- Probabilistic Machine Learning: Advanced Topics☆1,551May 26, 2026Updated 5 months ago
- a variational autoencoder method for clustering single-cell mutation data☆11Apr 17, 2024Updated 2 years ago