gerdm / prmlLinks
Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop
☆2,367Updated 2 years ago
Alternatives and similar repositories for prml
Users that are interested in prml are comparing it to the libraries listed below
Sorting:
- learning fomula☆290Updated 3 years ago
- 《Machine Learning: A Probabilistic Perspective》(Kevin P. Murphy)中文翻译和书中算法的Python实现。☆608Updated 4 months ago
- PRML algorithms implemented in Python☆11,626Updated 3 months ago
- My Own Solution Manual of PRML☆985Updated 4 years ago
- Pattern Recognition And Machine Learning 相关的学习资源☆151Updated 5 years ago
- All notes and materials for the CS229: Machine Learning course by Stanford University☆231Updated 3 years ago
- Course notes☆695Updated last year
- Self-study on Larry Wasserman's "All of Statistics"☆1,113Updated 2 years ago
- Probabilistic Machine Learning: Advanced Topics☆1,474Updated 2 months ago
- This introduces a suggestion of mathematical notation protocol for machine learning.☆472Updated 11 months ago
- My solutions to DLFC - Deep Learning: Foundations and Concepts☆81Updated 3 months ago
- "Deep Generative Modeling": Introductory Examples☆1,197Updated 9 months ago
- ☆173Updated 6 years ago
- EPFL Course - Optimization for Machine Learning - CS-439☆1,296Updated this week
- Solutions to the problems in the book: Linear Algebra and Learning from Data by Gilbert Strang, MIT☆281Updated 2 years ago
- The basic distribution probability Tutorial for Deep Learning Researchers☆1,632Updated 4 years ago
- This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.☆2,433Updated 9 months ago
- "Probabilistic Machine Learning" - a book series by Kevin Murphy☆5,269Updated 2 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。☆1,628Updated 3 months ago
- Shortest solutions for CS231n 2021-2025☆340Updated 2 weeks ago
- Master the fundamentals of machine learning, deep learning, and mathematical optimization by building key concepts and models from scratc…☆1,792Updated 5 months ago
- A Chinese learning note with python codes for Pattern Recognition and Machine Learning.☆26Updated 6 years ago
- ☆515Updated 4 years ago
- Additional exercises and data for EE364a. No solutions; for public consumption.☆729Updated 3 weeks ago
- My personal notes☆1,717Updated 2 years ago
- Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"☆1,105Updated 4 months ago
- This repository contains my solutions to the assignments for Stanford's CS224n "Natural Language Processing with Deep Learning" (Winter 2…☆133Updated 2 years ago
- Code examples in pyTorch and Tensorflow for CS230☆4,057Updated 2 years ago
- Implementation of basic mathematical pattern recognition/machine learning techniques for fun☆123Updated 2 years ago
- Code Repository for The Kaggle Book, Published by Packt Publishing☆2,246Updated 2 months ago