probml / pml-book
"Probabilistic Machine Learning" - a book series by Kevin Murphy
☆5,209Updated 3 weeks ago
Alternatives and similar repositories for pml-book:
Users that are interested in pml-book are comparing it to the libraries listed below
- Python code for "Probabilistic Machine learning" book by Kevin Murphy☆6,750Updated 5 months ago
- Probabilistic Machine Learning: Advanced Topics☆1,465Updated 3 weeks ago
- NYU Deep Learning Spring 2021☆1,619Updated 8 months ago
- Pen and paper exercises in machine learning☆2,336Updated 11 months ago
- Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023☆2,825Updated last month
- PyTorch tutorials and best practices.☆1,679Updated last month
- An open access book on scientific visualization using python and matplotlib☆10,895Updated last year
- Examples of how to create colorful, annotated equations in Latex using Tikz.☆3,833Updated 2 years ago
- ☆1,433Updated 2 years ago
- Classical equations and diagrams in machine learning☆7,724Updated 9 months ago
- Understanding Deep Learning - Simon J.D. Prince☆7,452Updated 3 weeks ago
- Approaching (Almost) Any Machine Learning Problem☆7,930Updated 2 years ago
- 🤖 Machine Learning Summer School Guide☆2,765Updated 2 weeks ago
- Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop☆2,326Updated 2 years ago
- 🧮 A collection of resources to learn mathematics for machine learning☆5,003Updated 2 years ago
- 📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.☆2,851Updated 2 years ago
- JAX-based neural network library☆3,020Updated last week
- Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set…☆2,415Updated 8 months ago
- A curated list of the latest breakthroughs in AI (in 2021) by release date with a clear video explanation, link to a more in-depth artic…☆2,910Updated last year
- Solve puzzles. Improve your pytorch.☆3,554Updated 9 months ago
- The full minitorch student suite.☆2,066Updated 8 months ago
- NYU Deep Learning Spring 2020☆6,758Updated last month
- Over 200 figures and diagrams of the most popular deep learning architectures and layers FREE TO USE in your blog posts, slides, presenta…☆1,452Updated 3 years ago
- Flax is a neural network library for JAX that is designed for flexibility.☆6,539Updated this week
- Machine Learning Notebooks☆3,339Updated last year
- 🟠 A study guide to learn about Graph Neural Networks (GNNs)☆1,200Updated 2 years ago
- ☆799Updated last month
- Book about interpretable machine learning☆4,942Updated last month
- https://huyenchip.com/ml-interviews-book/☆3,694Updated last month
- Model interpretability and understanding for PyTorch☆5,202Updated this week