Implement Statistical Learning Methods, Li Hang the hard way. 李航《统计学习方法》一书的硬核 Python 实现
☆1,179Jun 4, 2022Updated 3 years ago
Alternatives and similar repositories for Statistical-Learning-Methods
Users that are interested in Statistical-Learning-Methods are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 手写实现李航《统计学习方法》书中全部算法☆11,620Nov 25, 2025Updated 5 months ago
- 《统计学习方法》的代码实现☆19,581Aug 22, 2023Updated 2 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]☆6,295Aug 5, 2023Updated 2 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☆5,835Apr 29, 2019Updated 7 years 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☆2,057May 8, 2026Updated 2 weeks 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☆25,818Apr 22, 2026Updated last month
- 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。☆19,391Oct 14, 2021Updated 4 years ago
- Implementation of Statistical Learning Method, Second Edition.《统计学习方法》第二版,算法实现。☆864Feb 9, 2021Updated 5 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。☆1,696Apr 26, 2026Updated 3 weeks ago
- Machine learning, in numpy☆16,344Oct 29, 2023Updated 2 years ago
- 《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning☆18,790Apr 26, 2026Updated 3 weeks ago
- 《统计学习方法》笔记-基于Python算法实现☆2,162Jan 9, 2018Updated 8 years ago
- This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.☆2,491Sep 23, 2024Updated last year
- PRML algorithms implemented in Python☆11,719Apr 5, 2025Updated last year
- 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.
- 机器学习算法的公式推导以及numpy实现☆2,124May 2, 2023Updated 3 years ago
- Mathematical derivation and pure Python code implementation of machine learning algorithms.☆1,551Apr 29, 2026Updated 3 weeks ago
- 周志华《机器学习》手推笔记☆3,772Mar 13, 2021Updated 5 years ago
- Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set…☆2,557Sep 5, 2024Updated last year
- 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…☆57,408Jun 26, 2024Updated last year
- 《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☆4,900Nov 28, 2023Updated 2 years ago
- ☆5,241Apr 13, 2020Updated 6 years ago
- 经典机器学习算法的极简实现☆188Nov 16, 2024Updated last year
- 吴恩达老师的机器学习课程个人笔记☆36,973Aug 25, 2025Updated 9 months ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- 《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。☆77,927Jul 30, 2024Updated last year
- 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☆7,649Jun 23, 2020Updated 5 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!☆7,723Feb 26, 2022Updated 4 years ago
- 📚《统计学习方法-李航: 笔记》 200页PDF,公式细节讲解🎉☆496Jul 13, 2025Updated 10 months ago
- PyTorch Tutorial for Deep Learning Researchers☆32,359Aug 15, 2023Updated 2 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…☆9,657Mar 4, 2026Updated 2 months 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☆21,650Jul 25, 2024Updated last year
- 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☆4,741Oct 22, 2025Updated 7 months ago
- 《统计学习方法》--李航 书中算法实现☆200Jul 23, 2020Updated 5 years ago
- 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.
- Pytorch🍊🍉 is delicious, just eat it! 😋😋☆6,163Feb 25, 2025Updated last year
- 简单粗暴 TensorFlow 2 | A Concise Handbook of TensorFlow 2 | 一本简明的 TensorFlow 2 入门指导教程☆3,932Mar 21, 2023Updated 3 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。☆17,684Jan 9, 2026Updated 4 months ago
- 🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.☆17,206Feb 13, 2023Updated 3 years ago
- 总结梳理自然语言处理工程师(NLP)需要积累的各方面知识,包括面试题,各种基础知识,工程能力等等,提升核心竞争力☆7,493Aug 24, 2022Updated 3 years ago
- 数据科学的笔记以及资料搜集☆8,558Aug 16, 2021Updated 4 years ago
- NLP上手教程☆6,294May 23, 2021Updated 5 years ago