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)
☆674Dec 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Share some useful guides and references about how to shift AI models to real world products or projects.☆638Nov 6, 2020Updated 6 years ago
- key Deep Learning engineering tricks in recsys☆805Oct 5, 2020Updated 6 years ago
- Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Tex…☆1,630Feb 11, 2026Updated 8 months ago
- 高效决策树算法系列笔记☆230May 23, 2019Updated 7 years ago
- Super-Machine-Learning-Revision-Notes☆76Oct 25, 2019Updated 7 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- The code for 2019 Tencent College Algorithm Contest, and the online result ranks 1st in the preliminary.☆709Apr 2, 2021Updated 5 years ago
- ☆5,264Apr 13, 2020Updated 6 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☆5,834Apr 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…☆57,714Jun 26, 2024Updated 2 years ago
- 《统计学习方法》的代码实现☆19,604Oct 5, 2026Updated last month
- 南瓜书:《机器学习》(西瓜书)公式详解☆26,152Apr 22, 2026Updated 6 months ago
- All For NLP, especially Chinese.☆174Oct 22, 2021Updated 5 years ago
- Interactive machine learning algorithm visualisation using Python Jupyter notebooks☆52Jan 19, 2020Updated 6 years ago
- 算法工程师面试题整理☆924Jan 14, 2022Updated 4 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.
- 2019届秋招面经集合☆1,787Mar 31, 2019Updated 7 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
- Micro machine learning framework implemented in Python3.☆14Feb 20, 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
- 《大模型与智能体》电子书与 6 个编程任 务:Transformer、mini-GPT、SFT/DPO、RAG、工具调用与编程智能体。☆6,865Sep 6, 2026Updated 2 months ago
- 复盘所有NLP比赛的TOP方案,只关注NLP比赛,持续更新中!☆2,804Apr 4, 2026Updated 7 months ago
- Collection of awesome interview references.☆1,845Sep 25, 2020Updated 6 years ago
- 2019腾讯广告算法大赛完整代码(冠军)☆652Jul 20, 2020Updated 6 years ago
- 机器学习过程中所看的书,视频和源码☆852Oct 23, 2022Updated 4 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- PRML algorithms implemented in Python☆11,734Apr 5, 2025Updated last year
- 《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
- 算法理论基础知识应知应会☆2,561Oct 30, 2022Updated 4 years ago
- ☆612Feb 13, 2020Updated 6 years ago
- Deep Learning Interview 深度学习面试题目汇总☆1,113May 3, 2018Updated 8 years ago
- tensorflow2中文教程,持续更新(当前版本:tensorflow2.0),tag: tensorflow 2.0 tutorials☆7,764Dec 9, 2020Updated 5 years ago
- 自然语言基础模型☆562Apr 29, 2019Updated 7 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☆2,083Dec 17, 2019Updated 6 years ago
- Data competition Top Solution 数据竞赛top解决方案开源整理☆3,367Nov 13, 2020Updated 5 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- 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!☆7,801Feb 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]☆6,332Aug 5, 2023Updated 3 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…☆736Jun 15, 2019Updated 7 years ago
- 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☆3,922Mar 21, 2023Updated 3 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
- 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)☆6,189Jun 5, 2025Updated last year
- 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。☆17,843Jan 9, 2026Updated 9 months ago