Python code for "Probabilistic Machine learning" book by Kevin Murphy
☆7,120Feb 26, 2026Updated 5 months ago
Alternatives and similar repositories for pyprobml
Users that are interested in pyprobml are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- "Probabilistic Machine Learning" - a book series by Kevin Murphy☆5,635Dec 10, 2025Updated 7 months ago
- Probabilistic Modeling Toolkit for Matlab/Octave.☆1,568Jun 23, 2021Updated 5 years ago
- Probabilistic Machine Learning: Advanced Topics☆1,539May 26, 2026Updated 2 months ago
- Notebooks for "Probabilistic Machine Learning" book☆203May 4, 2022Updated 4 years ago
- PRML algorithms implemented in Python☆11,721Apr 5, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- NYU Deep Learning Spring 2020☆6,808Jun 16, 2025Updated last year
- Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more☆36,116Updated this week
- Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including …☆29,330Aug 18, 2024Updated last year
- Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.☆2,731Updated this week
- Deep universal probabilistic programming with Python and PyTorch☆9,036Updated this week
- aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-firs…☆28,194Jun 25, 2024Updated 2 years ago
- A highly efficient implementation of Gaussian Processes in PyTorch☆3,902Jul 10, 2026Updated 3 weeks ago
- Probabilistic reasoning and statistical analysis in TensorFlow☆4,423Updated this week
- Companion webpage to the book "Mathematics For Machine Learning"☆15,849Mar 13, 2025Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Python Implementation of Reinforcement Learning: An Introduction☆14,739Aug 9, 2024Updated last year
- Bayesian Data Analysis course at Aalto☆2,275May 14, 2026Updated 2 months ago
- Bayesian Modeling and Probabilistic Programming in Python☆9,698Updated this week
- Google Research☆38,493Updated this week
- Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.☆31,277Updated this week
- A Python package for probabilistic state space modeling with JAX☆990Updated this week
- This repository contains implementations and illustrative code to accompany DeepMind publications☆15,134Jun 17, 2026Updated last month
- Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book a…☆22,104Jul 13, 2023Updated 3 years ago
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)☆9,569Jul 5, 2026Updated last month
- 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.
- Course notes for CS228: Probabilistic Graphical Models.☆2,009Jun 24, 2025Updated last year
- PyMC educational resources☆2,098Dec 23, 2024Updated last year
- Bayesian optimization in PyTorch☆3,579Updated this week
- Efficiently computes derivatives of NumPy code.☆7,520Updated this week
- Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course☆10,952Apr 16, 2024Updated 2 years ago
- Graph Neural Network Library for PyTorch☆23,992Jul 31, 2026Updated last week
- Notebooks about Bayesian methods for machine learning☆1,919Jul 12, 2026Updated 3 weeks ago
- A probabilistic programming language in TensorFlow. Deep generative models, variational inference.☆4,844Mar 18, 2024Updated 2 years ago
- An open access book on scientific visualization using python and matplotlib☆11,406Jan 4, 2026Updated 7 months 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.
- A game theoretic approach to explain the output of any machine learning model.☆25,675Updated this week
- Flax is a neural network library for JAX that is designed for flexibility.☆7,292Updated this week
- DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a uni…☆8,245Updated this week
- The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.☆12,614Jul 22, 2026Updated 2 weeks ago
- A collection of various deep learning architectures, models, and tips☆17,567Feb 8, 2024Updated 2 years ago
- Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,exte…☆19,183Aug 7, 2024Updated 2 years ago
- Statistical Rethinking (2nd ed.) with NumPyro☆474May 4, 2025Updated last year