notes of machine learning algorithm derivation
☆789Oct 9, 2019Updated 7 years ago
Alternatives and similar repositories for machine_learning_derivation
Users that are interested in machine_learning_derivation are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆5,262Apr 13, 2020Updated 6 years ago
- My personal notes☆1,815Feb 1, 2023Updated 3 years ago
- ☆528May 16, 2021Updated 5 years ago
- 机器学习算法的公式推导以及numpy实现☆2,129May 2, 2023Updated 3 years ago
- 《统计学习方法》的代码实现☆19,606Oct 5, 2026Updated 3 weeks ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- b站@shuhuai008的白板推导系列课程手写笔记,补充了一些用到的数学基础知识。☆79Oct 4, 2020Updated 6 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。☆19,518Oct 14, 2021Updated 5 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…☆10,383Jul 8, 2026Updated 3 months 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
- 南瓜书:《机器学习》(西瓜书)公式详解☆26,146Apr 22, 2026Updated 6 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☆5,834Apr 29, 2019Updated 7 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…☆57,692Jun 26, 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☆16,833Updated this week
- 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。☆17,841Jan 9, 2026Updated 9 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- notes about machine learning☆3,280Nov 22, 2021Updated 4 years ago
- My blogs and code for machine learning. http://cnblogs.com/pinard☆8,710Feb 16, 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!☆7,798Feb 26, 2022Updated 4 years ago
- PRML algorithms implemented in Python☆11,736Apr 5, 2025Updated last year
- 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。☆19,508Sep 6, 2026Updated last month
- 吴恩达老师的机器学习课程个人笔记☆38,031Oct 5, 2026Updated 3 weeks 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。☆82,088Jul 30, 2024Updated 2 years ago
- ☆2,782Mar 1, 2020Updated 6 years ago
- Stanford CS229 (Autumn 2017)☆31Jan 16, 2018Updated 8 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- AiLearning:数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2☆42,609Nov 12, 2024Updated last year
- 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
- magicspeech competition recipe☆18Jun 29, 2020Updated 6 years 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☆21,735Jul 25, 2024Updated 2 years ago
- Notebook fitting a Bayesian Gaussian mixture model via stochastic variational inference w/ TensorFlow 2.0☆14Jun 13, 2019Updated 7 years ago
- Enable smallpond to aceess 3FS using hf3fs_usrbio☆14May 8, 2025Updated last year
- CUB-200-2011 dataset by classes folder☆12Nov 7, 2024Updated last year
- deeplearning.ai(吴恩达老师的深度学习课程笔记及资源)☆21,190Oct 5, 2026Updated 3 weeks ago
- [译] scikit-learn(sklearn) 中文文档☆5,228Aug 27, 2026Updated 2 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 深度学习面试宝典(含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向)☆8,950Apr 24, 2024Updated 2 years ago
- PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch:入门与实战》)☆12,843Dec 24, 2023Updated 2 years ago
- PyTorch Tutorial for Deep Learning Researchers☆32,513Aug 15, 2023Updated 3 years ago
- 百度飞桨极限挑战赛-城市区域功能分类☆10Mar 5, 2021Updated 5 years ago
- 算法理论基础知识应知应会