Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop
☆2,590Jul 25, 2022Updated 3 years ago
Alternatives and similar repositories for prml
Users that are interested in prml are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PRML algorithms implemented in Python☆11,718Apr 5, 2025Updated last year
- Python code for "Probabilistic Machine learning" book by Kevin Murphy☆7,060Feb 26, 2026Updated 2 months ago
- Code for the CVPR 2020 [ORAL] paper "SAM: The Sensitivity of Attribution Methods to Hyperparameters"☆29Dec 8, 2022Updated 3 years ago
- learning fomula☆298Jul 24, 2021Updated 4 years ago
- Python implementations (on jupyter notebook) of algorithms described in the book "PRML"☆257Jun 2, 2021Updated 4 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.
- Pattern Recognition And Machine Learning 相关的学习资源☆158Aug 15, 2019Updated 6 years ago
- "Probabilistic Machine Learning" - a book series by Kevin Murphy☆5,556Dec 10, 2025Updated 4 months ago
- Collection of machine learning research paper references☆25Feb 23, 2025Updated last year
- My Own Solution Manual of PRML☆1,010Apr 5, 2021Updated 5 years ago
- ☆14Jul 2, 2019Updated 6 years ago
- ☆42May 20, 2020Updated 5 years ago
- Matlab code of machine learning algorithms in book PRML☆6,206Mar 4, 2020Updated 6 years ago
- ☆256Dec 27, 2022Updated 3 years ago
- A library for evaluating representations.☆80Nov 21, 2021Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 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
- 《Machine Learning: A Probabilistic Perspective》（Kevin P. Murphy）中文翻译和书中算法的Python实现。☆648Jan 18, 2026Updated 3 months ago
- A lightweight experimental logging library☆54Dec 23, 2025Updated 4 months ago
- Estimating Example Difficulty using Variance of Gradients☆66Jan 10, 2023Updated 3 years ago
- ☆115Aug 6, 2024Updated last year
- Course notes and notebooks to teach the fundamentals of how deep learning works; uses PyTorch.☆82Feb 16, 2021Updated 5 years ago
- There and Back Again: Revisiting Backpropagation Saliency Methods (CVPR 2020)☆53Apr 7, 2020Updated 6 years ago
- [ICML 2021] GraphNorm: A Principled Approach to Accelerating Graph Neural Network Training (official implementation)☆106Dec 19, 2022Updated 3 years ago
- A Python library for mathematical optimization☆143Sep 27, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义…☆9,646Mar 4, 2026Updated last month
- Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including …☆28,749Aug 18, 2024Updated last year
- 🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, fee…☆66,478Jan 22, 2026Updated 3 months ago
- The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。☆2,734Dec 30, 2025Updated 4 months ago
- 《统计学习方法》的代码实现☆19,579Aug 22, 2023Updated 2 years ago
- 手写实现李航《统计学习方法》书中全部算法☆11,616Nov 25, 2025Updated 5 months ago
- Books, papers and links to latest research in ML/AI☆93Jul 8, 2024Updated last year
- NYU Deep Learning Spring 2020☆6,806Jun 16, 2025Updated 10 months 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。☆1,695Apr 26, 2026Updated last week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆5,237Apr 13, 2020Updated 6 years ago
- PyTorch Implementation of OpenAI GPT☆130Jun 28, 2023Updated 2 years 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]☆6,289Aug 5, 2023Updated 2 years ago
- ☆93Nov 15, 2019Updated 6 years ago
- PyTorch Tutorial for Deep Learning Researchers☆32,309Aug 15, 2023Updated 2 years ago
- Code for Neural Spline Flows paper☆288Oct 19, 2025Updated 6 months ago
- A PyTorch implementation of SSCR☆23Aug 12, 2024Updated last year