慢慢整理所学的机器学习算法,并根据自己所理解的样子叙述出来。(注重数学推导)
☆675Dec 4, 2022Updated 3 years ago
Alternatives and similar repositories for ML-NOTE
Users that are interested in ML-NOTE are comparing it to the libraries listed below
Sorting:
- key Deep Learning engineering tricks in recsys☆804Oct 5, 2020Updated 5 years ago
- Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Tex…☆1,633Feb 11, 2026Updated 3 weeks ago
- Share some useful guides and references about how to shift AI models to real world products or projects.☆634Nov 6, 2020Updated 5 years ago
- Super-Machine-Learning-Revision-Notes☆76Oct 25, 2019Updated 6 years ago
- The code for 2019 Tencent College Algorithm Contest, and the online result ranks 1st in the preliminary.☆710Apr 2, 2021Updated 4 years ago
- ☆5,225Apr 13, 2020Updated 5 years ago
- Interactive machine learning algorithm visualisation using Python Jupyter notebooks☆53Jan 19, 2020Updated 6 years ago
- 高效决策树算法系列笔记☆231May 23, 2019Updated 6 years ago
- 南瓜书:《机器学习》(西瓜书)公式详解☆25,685Mar 1, 2026Updated last week
- 算法工程师面试题整理☆924Jan 14, 2022Updated 4 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…☆57,181Jun 26, 2024Updated last year
- 《统计学习方法》的代码实现☆19,549Aug 22, 2023Updated 2 years ago
- NLP上手教程☆6,251May 23, 2021Updated 4 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☆5,838Apr 29, 2019Updated 6 years ago
- 2019届秋招面经集合☆1,777Mar 31, 2019Updated 6 years ago
- 《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning☆18,718Oct 7, 2022Updated 3 years ago
- 自然语言基础模型☆563Apr 29, 2019Updated 6 years ago
- The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。☆2,717Dec 30, 2025Updated 2 months ago
- ☆83Jul 5, 2021Updated 4 years ago
- ☆617Feb 13, 2020Updated 6 years ago
- 计算广告/推荐系统/机器学习(Machine Learning)/点击率(CTR)/转化率(CVR)预估/点击率预估☆2,072Dec 17, 2019Updated 6 years ago
- AI算法岗求职攻略(涵盖准备攻略、刷题指南、内推和AI公司清单等资料)☆6,009Jun 5, 2025Updated 9 months ago
- All For NLP, especially Chinese.☆174Oct 22, 2021Updated 4 years ago
- 该仓库主要记录 NLP 算法工程师相关的面试题☆2,764Apr 12, 2022Updated 3 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!☆7,675Feb 26, 2022Updated 4 years ago
- Data competition Top Solution 数据竞赛top解决方案开源整理☆3,375Nov 13, 2020Updated 5 years ago
- 复盘所有NLP比赛的TOP方案,只关注NLP比赛,持续更新中!☆2,796Aug 30, 2025Updated 6 months ago
- This repo has moved to https://github.com/INRIA/scikit-learn-mooc/☆43Jun 11, 2020Updated 5 years ago
- 爬虫工程师面试 试题☆149Mar 9, 2019Updated 7 years ago
- Collection of awesome interview references.☆1,839Sep 25, 2020Updated 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☆16,363Nov 23, 2025Updated 3 months 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…☆9,592Updated this week
- 算法理论基础知识应知应会☆2,572Oct 30, 2022Updated 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。☆17,526Jan 9, 2026Updated 2 months ago
- tensorflow2中文教程,持续更新(当前版本:tensorflow2.0),tag: tensorflow 2.0 tutorials☆7,808Dec 9, 2020Updated 5 years ago
- python实现GBDT的回归、二分类以及多分类,将算法流程详情进行展示解读并可视化,庖丁解牛地理解GBDT。Gradient Boosting Decision Trees regression, dichotomy and multi-classification ar…☆737Jun 15, 2019Updated 6 years ago
- PRML algorithms implemented in Python☆11,726Apr 5, 2025Updated 11 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]☆6,288Aug 5, 2023Updated 2 years ago
- Machine learning, in numpy☆16,290Oct 29, 2023Updated 2 years ago