用python和sklearn两种方法实现李航《统计学习方法》中的算法
☆338Jul 3, 2018Updated 8 years ago
Alternatives and similar repositories for lihang_algorithms
Users that are interested in lihang_algorithms are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 用python实现SVM/AdaBoost/C4.5/CART/Naïve Bayes等数据挖掘领域十大经典算法☆79Mar 6, 2018Updated 8 years ago
- 使用sklearn做特征工程☆176Jul 19, 2018Updated 8 years ago
- 一些个人学习笔记☆60Apr 6, 2021Updated 5 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☆5,831Apr 29, 2019Updated 7 years ago
- 《统计学习方法》笔记-基于Python算法实现☆2,194Aug 12, 2026Updated last month
- 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.
- 李航《统计学习方法》笔记和 Python 实现(不基于任何代数运算库)。☆59Nov 4, 2018Updated 7 years ago
- Elements of Financial Risk Management in Python☆12Jan 10, 2021Updated 5 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]☆6,321Aug 5, 2023Updated 3 years ago
- 手写实现李航《统计学习方法》书中全部算法☆11,639Nov 25, 2025Updated 10 months ago
- 一个基于朴素贝叶斯算法的新闻文本分类器☆13Jan 12, 2018Updated 8 years ago
- Feng Li's Python Course for Statisticians and Economists☆14Jun 16, 2024Updated 2 years ago
- 《统计学习方法》的代码实现☆19,599Updated this week
- 李航《统计学习方法》中机器学习模型的LaTeX公式笔记☆165Feb 5, 2019Updated 7 years ago
- 整理的一些书籍和源码,集合到一起,要看或者有需要的时候就不用再找了🙃☆18Jun 7, 2019Updated 7 years 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.
- “2020创青春·交子杯” 挑战赛 AI算法赛道 TOP1方案☆48Sep 1, 2020Updated 6 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
- Code base for Computer Architecture courses☆16Jan 18, 2022Updated 4 years ago
- RecommenderSystems: from 0 to practice. 包括推荐系统实践和深度推荐系统两部分☆17Dec 22, 2021Updated 4 years ago
- 《机器学习实战》一书中的代码,用python3重写,未完待续。☆22Oct 2, 2018Updated 8 years ago
- 机器学习、深度学习基础知识. 推荐系统及nlp相关算法实现☆68Sep 1, 2022Updated 4 years ago
- Kaggle TalkingData AdTracking Fraud Detection Challenge 48th solution☆11May 18, 2018Updated 8 years ago
- Note-of-Applied-Statistics-with-R☆40Apr 10, 2021Updated 5 years ago
- Top6 solution for HUAWEI-DIGIX-Age-prediciton 华为极客精英挑战赛☆12Aug 28, 2019Updated 7 years 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.
- Python实现经典分类回归、关联分析、聚类以及推荐算法等☆212Feb 22, 2019Updated 7 years ago
- Toxic Comment Classification Challenge | Kaggle☆14Mar 21, 2018Updated 8 years ago
- NSGA-III: Non-dominated Sorting Genetic Algorithm, the Third Version — MATLAB Implementation☆40Dec 11, 2020Updated 5 years ago
- 好玩儿的Python:从数据挖掘到深度学习☆61Feb 6, 2020Updated 6 years ago
- My blogs and code for machine learning. http://cnblogs.com/pinard☆8,705Feb 16, 2024Updated 2 years ago
- 通过阅读网上的资料代码,进行自我加工,努力实现常用的机器学习算法。实现算法有KNN、Kmeans、EM、Perceptron、决策树、逻辑回归、svm、adaboost、朴素贝叶斯☆736Oct 22, 2019Updated 6 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!☆7,797Feb 26, 2022Updated 4 years ago
- csdn用户画像的源码☆20Jul 19, 2017Updated 9 years ago
- key Deep Learning engineering tricks in recsys☆804Oct 5, 2020Updated 6 years 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.
- 常用线性代数算法的python实现。包括lu、svd、qr、diagonalization、inv、pinv、lstsq、solve Ax、solve nullspace☆24Jan 27, 2022Updated 4 years ago
- In online advertising, click-through rate (CTR) is a very important metric for evaluating ad performance. As a result, click prediction s…☆31Oct 26, 2025Updated 11 months ago
- 手摸手 美团 YOLOv6模型训练和TensorRT端到端部署方案教程☆34Jun 30, 2022Updated 4 years ago
- 数据挖掘管道搭建示例 基于大航杯“智造扬中”电力AI大赛☆15Jun 13, 2017Updated 9 years ago
- 2019 农业银行雅典娜杯数据挖掘大赛高校 Top2 Solution☆49Jan 12, 2020Updated 6 years ago
- 《统计学习方法-李航》Python代码实现☆17Feb 14, 2019Updated 7 years ago
- Contrastive Learning of Image Representations with Cross-Video Cycle-Consistency☆17Dec 2, 2021Updated 4 years ago