xzl524 / reading_notebooksLinks
读书笔记:机器学习相关书籍以及其他(Reading Notes for Machine Learning Books and Others)
☆20Updated 6 years ago
Alternatives and similar repositories for reading_notebooks
Users that are interested in reading_notebooks are comparing it to the libraries listed below
Sorting:
- 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☆31Updated 5 years ago
- 教材 Causal Inference: What if 的编译和解读!☆24Updated 5 years ago
- 机器学习白板推导系列笔记总结☆31Updated 5 years ago
- 《用Python做贝叶斯分析》☆98Updated 8 years ago
- 2020 Spring Fudan University Data Mining Course HW by prof. Zhu Xuening. 复旦大学大数据学院2020年春季课程-数据挖掘(DATA620007)包含数据挖掘算法模型:Linear Regression …☆41Updated 2 years ago
- Stanford CS229 (Autumn 2017)☆30Updated 7 years ago
- 经济学数据☆10Updated 3 years ago
- Repo to supplement my tutorial on Monte Carlo Simulations and Importance Sampling☆75Updated 6 years ago
- Some methods to sampling data points from a given distribution.☆17Updated 7 years ago
- Data Envelopment Analysis 資料包絡分析☆105Updated 6 years ago
- Statsmodels: Python中的统计建模与计量统计学类库,此为ApacheCN推出的中文版翻译。☆173Updated 4 years ago
- ☆40Updated 3 years ago
- Markov Chain Monte Carlo (MCMC) and importance sampling in the context of Bayesian linear regression☆11Updated 7 years ago
- 斯坦福大学CS231n课程作业项目:深度学习、卷积神经网络等☆11Updated 7 years ago
- ☆42Updated 5 years ago
- 《利用python进行数据分析》代码解读☆9Updated 6 years ago
- ☆27Updated 5 years ago
- 把因果思维融入机器学习中☆79Updated 5 years ago
- 《机器学习及深度学习笔记》是我们的机器学习培训教材,主要面向算法和数据挖掘方向。其中包含了基础数学知识、算法原理及推导、调包实现、手推实现等内容~同样也是包括了文档以及jupyter notebook脚本实现(具体到每一张图片)☆68Updated 5 years ago
- ☆29Updated 3 years ago
- Decision Tree with PEP,MEP,EBP,CVP,REP,CCP,ECP pruning algorithms,all are implemented with Python(sklearn-decision-tree-prune included,Al…☆67Updated 5 years ago
- some notes about the basic knowledge of machine learning and data mining☆35Updated 6 years ago
- 《Pattern Recognition and Machine Learning》阅读讨论班☆35Updated 6 years ago
- Teaching Materials for Distributed Statistical Computing (大数据分布式计算教学材料)☆108Updated last year
- 《学好Pytorch成为数据科学家》书籍随书代码☆35Updated 2 years ago
- ☆23Updated 2 years ago
- 用 jupyter notebook做的一些机器学习项目☆86Updated 5 years ago
- Applied Multivariate Statistical Analysis | PKU 2019 Fall☆89Updated 3 years ago
- 记录edx的哥伦比亚大学机器学习课程资料☆17Updated 6 years ago
- 西瓜书,sklearn源码,李航统计学,机器学习实战☆39Updated 5 years ago