hardikkamboj / An-Introduction-to-Statistical-LearningLinks
This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.
☆2,429Updated 9 months ago
Alternatives and similar repositories for An-Introduction-to-Statistical-Learning
Users that are interested in An-Introduction-to-Statistical-Learning are comparing it to the libraries listed below
Sorting:
- Mathematical derivation and pure Python code implementation of machine learning algorithms.☆1,535Updated 9 months ago
- The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。☆2,576Updated last month
- A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book☆894Updated 3 years ago
- 《机器学习理论导引》(宝箱书)的证明、案例、概念补充与参考文献讲解。☆1,628Updated 3 months ago
- An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code☆4,327Updated 2 years ago
- The basic distribution probability Tutorial for Deep Learning Researchers☆1,632Updated 4 years ago
- Python programming assignments for Machine Learning by Prof. Andrew Ng in Coursera☆1,418Updated 4 years ago
- Implement Statistical Learning Methods, Li Hang the hard way. 李航《统计学习方法》一书的硬核 Python 实现☆1,177Updated 3 years ago
- Solutions to labs and excercises from An Introduction to Statistical Learning, as Jupyter Notebooks.☆333Updated 11 months ago
- Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set…☆2,438Updated 9 months ago
- STAT 451: Intro to Machine Learning @ UW-Madison (Fall 2020)☆424Updated 8 months ago
- A Chinese translation of Jake Vanderplas' "Python Data Science Handbook". 《Python数据科学手册》在线Jupyter notebook中文翻译☆403Updated 5 years ago
- Implementation of Statistical Learning Method, Second Edition.《统计 学习方法》第二版,算法实现。☆846Updated 4 years ago
- 机器学习算法的公式推导以及numpy实现☆2,085Updated 2 years ago
- Code Repository for The Kaggle Book, Published by Packt Publishing☆2,240Updated last month
- "Probabilistic Machine Learning" - a book series by Kevin Murphy☆5,258Updated 2 months ago
- 机器学习初学者公众号作品☆2,261Updated 4 years ago
- This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.☆4,307Updated 11 months ago
- Python code for "Probabilistic Machine learning" book by Kevin Murphy☆6,804Updated 7 months ago
- An Introduction to Statistical Learning with Applications in PYTHON☆540Updated 3 years ago
- Self-study on Larry Wasserman's "All of Statistics"☆1,108Updated 2 years ago
- [译] 利用 Python 进行数据分析 · 第 2 版☆1,087Updated 4 years ago
- Lectures for INFO8010 Deep Learning, ULiège☆1,257Updated last month
- 《统计学习方法》笔记-基于Python算法实现☆2,112Updated 7 years ago
- 动手学数据分析以项目为主线,知识点孕育其中,通过边学、边做、边引导来得到更好的学习效果☆1,285Updated last year
- Practice your pandas skills!☆11,431Updated 10 months ago
- pandas中文教程☆4,899Updated last year
- A series of Jupyter notebooks with Chinese comment that walk you through the fundamentals of Machine Learning and Deep Learning in python…☆1,548Updated 2 years ago
- Matplotlib 3.1 cheat sheet.☆2,920Updated 4 years ago
- ☆5,180Updated 5 years ago