机器学习算法 基于西瓜书以及《统计学习方法》,当然包括DL。
☆299Aug 17, 2019Updated 6 years ago
Alternatives and similar repositories for ML-From-Scratch
Users that are interested in ML-From-Scratch are comparing it to the libraries listed below
Sorting:
- 西瓜书,课后习题☆140Nov 6, 2021Updated 4 years ago
- 主要是在学习李航的统计学习方法和周志华的机器学习西瓜书的笔记和相关的代码实现☆33Oct 29, 2019Updated 6 years ago
- Machine Learning周志华西瓜书的课后练习题代码☆26Jun 4, 2017Updated 8 years ago
- 西瓜书概念整理☆90Mar 28, 2021Updated 4 years ago
- 实现机器学习实战以及关于周志华西瓜书中的一些扩展算法等☆10Oct 9, 2018Updated 7 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!☆7,688Feb 26, 2022Updated 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☆5,837Apr 29, 2019Updated 6 years ago
- 李航《统计学习方法》中机器学习模型的LaTeX公式笔记☆162Feb 5, 2019Updated 7 years ago
- 《统计学习方法》笔记-基于Python算法实现☆2,158Jan 9, 2018Updated 8 years ago
- 《统计学习方法》的读书笔记,重现了大部分的课后题,仅供参考。☆68Oct 7, 2017Updated 8 years ago
- 南瓜书:《机器学习》(西瓜书)公式详解☆25,724Mar 1, 2026Updated 3 weeks ago
- 李航统计学习方法 PPT☆117Nov 9, 2016Updated 9 years ago
- 《统计学习方法》的代码实现☆19,553Aug 22, 2023Updated 2 years ago
- Coursera 机器学习基石 机器学习技法 林轩田 课堂PPT、作业及课堂笔记。☆163Aug 14, 2018Updated 7 years ago
- Algorithms from the book "Elements of Statistical Learning", implemented in Python☆12Mar 29, 2015Updated 10 years ago
- 66 classic and common interview problems from 《剑指offer》 with multiple-method-CPP solutions, and common data structure summary, etc☆20Mar 10, 2021Updated 5 years ago
- simple service mesh example (3x microservices) with LINKERD☆22Jan 9, 2020Updated 6 years ago
- 记录Learning from data一书中的习题解答☆1,005May 15, 2019Updated 6 years ago
- cnv-seq with custom bugfix☆10Mar 23, 2013Updated 12 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☆702Aug 5, 2019Updated 6 years ago
- 机器学习算法python实现☆8,383May 20, 2024Updated last year
- Some very useful python code files.☆18Aug 20, 2017Updated 8 years ago
- 2017 Global Data Challenge Hosted by JD Finance / JDD—2017京东金融全球数据探索者大赛 金融信贷需求预测☆79Oct 10, 2018Updated 7 years ago
- ☆10Apr 10, 2016Updated 9 years ago
- Matlab Code of Bayesian Robust Tensor Factorization☆11Jul 5, 2016Updated 9 years ago
- 记录Learning from data一书中的习题解答☆78Jun 28, 2019Updated 6 years ago
- 周志华《机器学习》☆92Mar 15, 2018Updated 8 years ago
- Efficient Nonconvex Regularized Tensor Completion with Structure-aware Proximal Iterations. ICML-2019.☆16Apr 23, 2019Updated 6 years ago
- 作業分享:台大李宏毅 (Hung-Yi Lee) 教授的Machine Learning (2016, Fall)☆169Mar 25, 2021Updated 4 years ago
- numpy 实现的 周志华《机器学习》书中的算法及其他一些传统机器学习算法☆245Dec 6, 2019Updated 6 years ago
- top1解决方案☆38Dec 2, 2018Updated 7 years ago
- 台大机器学习课程作业详解☆303May 20, 2019Updated 6 years ago
- Python scripts to facilitate easy working☆11Jun 24, 2024Updated last year
- Assignments for Geoffrey Hinton's Neural Net Course on Coursera, translated from (gross)Matlab into (beautiful)Python.☆23Jun 3, 2017Updated 8 years ago
- [ICLR 2023] “ Layer Grafted Pre-training: Bridging Contrastive Learning And Masked Image Modeling For Better Representations”, Ziyu Jian…☆24Feb 16, 2023Updated 3 years ago
- Identifying Nuances in Fake News vs. Satire: Using Semantic and Linguistic Cues (NLP4IF, EMNLP-IJCNLP 2019)☆11Dec 21, 2020Updated 5 years ago
- PRML algorithms implemented in Python☆11,723Apr 5, 2025Updated 11 months ago
- 中文错别字纠正工具。音似、形似错字(或变体字)纠正,可用于中文拼音、笔画输入法的错误纠正。python开发。☆10Mar 5, 2018Updated 8 years ago
- Pipeline to filter whole exome vcf files and generate a report document for clinical diagnostics.☆14Nov 11, 2019Updated 6 years ago