This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.
☆2,493Sep 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☆4,398Oct 27, 2022Updated 3 years ago
- Solutions to labs and excercises from An Introduction to Statistical Learning, as Jupyter Notebooks.☆357Jul 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。☆2,756Dec 30, 2025Updated 6 months ago
- A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book☆922Jul 18, 2021Updated 4 years ago
- 《统计学习方法》的代码实现☆19,589Aug 22, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Exercises from 'Introduction to Statistical Learning with Applications in R' written in Python.☆106Oct 24, 2017Updated 8 years ago
- Code for the CVPR 2020 [ORAL] paper "SAM: The Sensitivity of Attribution Methods to Hyperparameters"☆29Dec 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…☆2,563Sep 5, 2024Updated last year
- Python code for "Probabilistic Machine learning" book by Kevin Murphy☆7,103Feb 26, 2026Updated 4 months ago
- PRML algorithms implemented in Python☆11,719Apr 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。☆1,705Apr 26, 2026Updated 2 months ago
- 手写实现李航《统计学习方法》书中全部算法☆11,624Nov 25, 2025Updated 7 months ago
- 南瓜书:《机器学习》(西瓜书)公式详解☆25,895Apr 22, 2026Updated 2 months ago
- Machine learning, in numpy☆16,346Oct 29, 2023Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆14Jul 2, 2019Updated 7 years ago
- Collection of machine learning research paper references☆26Feb 23, 2025Updated last year
- "Probabilistic Machine Learning" - a book series by Kevin Murphy☆5,604Dec 10, 2025Updated 6 months ago
- A lightweight experimental logging library☆54Dec 23, 2025Updated 6 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]☆6,298Aug 5, 2023Updated 2 years ago
- 周志华《机器学习》手推笔记☆3,781Mar 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 11 years ago
- Mathematical derivation and pure Python code implementation of machine learning algorithms.☆1,549Apr 29, 2026Updated 2 months ago
- ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.☆29,939May 19, 2026Updated last month
- 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.
- A library for evaluating representations.☆81Nov 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。☆19,411Oct 14, 2021Updated 4 years ago
- Lectures for INFO8010 Deep Learning, ULiège☆1,292May 7, 2026Updated last month
- 数据科学的笔记以及资料搜集☆8,569Aug 16, 2021Updated 4 years ago
- Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋☆9,933Sep 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.☆13,235Aug 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☆1,180Jun 4, 2022Updated 4 years ago
- 【运筹OR帷幄|数据科学】pandas教程系列电子书☆882Oct 17, 2021Updated 4 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆42May 20, 2020Updated 6 years ago
- An Introduction to Statistical Learning with Applications in PYTHON☆561Jan 3, 2022Updated 4 years ago
- Companion webpage to the book "Mathematics For Machine Learning"☆15,692Mar 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☆7,688Jun 23, 2020Updated 6 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☆5,825Apr 29, 2019Updated 7 years ago
- There and Back Again: Revisiting Backpropagation Saliency Methods (CVPR 2020)☆53Apr 7, 2020Updated 6 years ago
- 邱锡鹏《神经网络与深度学习》(蒲公英书)理论书 v2 与通识版☆18,932Jun 1, 2026Updated last month