常见的机器学习参考资料,包括书籍、公开课等
☆443Jun 24, 2020Updated 5 years ago
Alternatives and similar repositories for machine-learning-reference
Users that are interested in machine-learning-reference are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Machine learning resources☆3,813Apr 1, 2024Updated 2 years ago
- PageRank on undirected and weighted graph☆15Mar 10, 2012Updated 14 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☆5,829Apr 29, 2019Updated 7 years ago
- 南瓜书:《机器学习》(西瓜书)公式详解☆25,862Apr 22, 2026Updated last month
- TensorRT half precision inference routine on a API-based TensorRT model☆12Jul 3, 2018Updated 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.
- 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!☆7,729Feb 26, 2022Updated 4 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]☆6,297Aug 5, 2023Updated 2 years ago
- Deep Learning Book Chinese Translation☆37,285Dec 3, 2019Updated 6 years ago
- 邱锡鹏《神经网络与深度学习》(蒲公英书)理论书 v2 与通识版☆18,892Jun 1, 2026Updated last week
- 记录edx的哥伦比亚大学机器学习课程资料☆18Sep 9, 2018Updated 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…☆57,429Jun 26, 2024Updated last year
- A Chinese Translation of Stanford CS229 notes 斯坦福机器学习CS229课程讲义的中文翻译☆3,453Mar 1, 2022Updated 4 years ago
- 一些关于机器学习的学习资料与研究介绍☆2,016Nov 10, 2018Updated 7 years ago
- Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang☆15,133Mar 30, 2026Updated 2 months 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.
- Interview = 简历指南 + 算法题 + 八股文 + 源码分析☆8,958Oct 20, 2023Updated 2 years ago
- Python3入门机器学习 经典算法与应用 学习☆11Nov 9, 2018Updated 7 years ago
- deeplearning.ai(吴恩达老师的深度学习课程笔记及资源)☆20,700Apr 29, 2022Updated 4 years ago
- PRML algorithms implemented in Python☆11,721Apr 5, 2025Updated last year
- [译] fast.ai 机器学习和深度学习中文笔记☆421Aug 13, 2021Updated 4 years ago
- ☆212Apr 11, 2017Updated 9 years ago
- ✒统计学习方法第二版(李航) 学习笔记、代码实现、课后习题☆366Jul 23, 2019Updated 6 years ago
- 《统计学习方法》的代码实现☆19,585Aug 22, 2023Updated 2 years ago
- ☆5,241Apr 13, 2020Updated 6 years 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.
- An awesome list of high-quality open datasets in public domains (on-going).☆13Jan 17, 2016Updated 10 years ago
- Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著☆7,847Oct 6, 2022Updated 3 years ago
- 《剑指offer》Python题解代码☆13Oct 7, 2019Updated 6 years ago
- Stanford CS229 (Autumn 2017)☆374Jan 16, 2018Updated 8 years ago
- 周志华《机器学习》手推笔记☆3,775Mar 13, 2021Updated 5 years ago
- 机器学习资源大全中文版,包括机器学习领域的框架、库以及软件☆4,455Apr 3, 2024Updated 2 years ago
- [译] Sklearn 与 TensorFlow 机器学习实用指南【版权问题,网站已下线!!】☆3,782Aug 9, 2021Updated 4 years ago
- AiLearning:数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2☆42,311Nov 12, 2024Updated last year
- [译] 面向机器学习的特征工程☆2,558Aug 25, 2023Updated 2 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.
- 《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。☆78,297Jul 30, 2024Updated last year
- 中文版scipy-lecture-notes. 网站下线, 以离线HTML的形式继续更新, 见release.☆413Mar 28, 2017Updated 9 years ago
- A curated list of resources for Chinese NLP 中文自然语言处理相关资料☆7,928Jul 27, 2023Updated 2 years ago
- Adaptive Activation Network and Functional Regularization for Efficient and Flexible Deep Multi-Task Learning☆17Feb 25, 2020Updated 6 years ago
- PyTorch Tutorial for Deep Learning Researchers☆32,375Aug 15, 2023Updated 2 years ago
- 此项目是我在学习《机器学习实战》这本书时的代码记录情况,用python实现,当然也会包括一些其他的机器学习算法,使用Python实现☆700Aug 5, 2019Updated 6 years ago
- [CVPR 2021] Pytorch implementation for Probabilistic Modeling of Semantic Ambiguity for Scene Graph Generation☆19May 7, 2021Updated 5 years ago