This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.
☆2,483Sep 23, 2024Updated last year
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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code☆4,395Oct 27, 2022Updated 3 years ago
- Solutions to labs and excercises from An Introduction to Statistical Learning, as Jupyter Notebooks.☆351Jul 20, 2024Updated last year
- The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。☆2,725Dec 30, 2025Updated 3 months ago
- A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book☆917Jul 18, 2021Updated 4 years ago
- 《统计学习方法》的代码实现☆19,566Aug 22, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Exercises from 'Introduction to Statistical Learning with Applications in R' written in Python.☆107Oct 24, 2017Updated 8 years ago
- Code for the CVPR 2020 [ORAL] paper "SAM: The Sensitivity of Attribution Methods to Hyperparameters"☆27Dec 8, 2022Updated 3 years ago
- Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set…☆2,552Sep 5, 2024Updated last year
- Python code for "Probabilistic Machine learning" book by Kevin Murphy☆7,051Feb 26, 2026Updated last month
- PRML algorithms implemented in Python☆11,720Apr 5, 2025Updated last year
- 《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。☆1,688Mar 31, 2026Updated 2 weeks ago
- 手写实现李航《统计学习方法》书中全部算法☆11,606Nov 25, 2025Updated 4 months ago
- 南瓜书：《机器学习》（西瓜书）公式详解☆25,757Apr 6, 2026Updated last week
- Machine learning, in numpy☆16,301Oct 29, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆14Jul 2, 2019Updated 6 years ago
- Collection of machine learning research paper references☆28Feb 23, 2025Updated last year
- "Probabilistic Machine Learning" - a book series by Kevin Murphy☆5,544Dec 10, 2025Updated 4 months ago
- A lightweight experimental logging library☆54Dec 23, 2025Updated 3 months 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]☆6,288Aug 5, 2023Updated 2 years ago
- 周志华《机器学习》手推笔记☆3,768Mar 13, 2021Updated 5 years ago
- Run fully connected artificial neural networks with dropout applied (mini)batchwise, rather than samplewise. Given two hidden layers each…☆15May 18, 2015Updated 10 years ago
- ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.☆29,917Mar 19, 2026Updated 3 weeks ago
- Mathematical derivation and pure Python code implementation of machine learning algorithms.☆1,549Sep 18, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A library for evaluating representations.☆78Nov 21, 2021Updated 4 years ago
- 本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。☆19,360Oct 14, 2021Updated 4 years ago
- Lectures for INFO8010 Deep Learning, ULiège☆1,286Updated this week
- 数据科学的笔记以及资料搜集☆8,538Aug 16, 2021Updated 4 years ago
- Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋☆9,956Sep 22, 2022Updated 3 years ago
- Estimating Example Difficulty using Variance of Gradients☆66Jan 10, 2023Updated 3 years ago
- 深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.☆13,259Aug 30, 2021Updated 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☆1,181Jun 4, 2022Updated 3 years ago
- 【运筹OR帷幄|数据科学】pandas教程系列电子书☆881Oct 17, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆41May 20, 2020Updated 5 years ago
- An Introduction to Statistical Learning with Applications in PYTHON☆559Jan 3, 2022Updated 4 years ago
- Companion webpage to the book "Mathematics For Machine Learning"☆15,317Mar 13, 2025Updated last year
- Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现☆7,601Jun 23, 2020Updated 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☆5,834Apr 29, 2019Updated 6 years ago
- There and Back Again: Revisiting Backpropagation Saliency Methods (CVPR 2020)☆53Apr 7, 2020Updated 6 years ago
- 《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning☆18,744Oct 7, 2022Updated 3 years ago