Notebooks for "Probabilistic Machine Learning" book
☆202May 4, 2022Updated 4 years ago
Alternatives and similar repositories for probml-notebooks
Users that are interested in probml-notebooks are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Datasets associated with pyprobml☆20Jun 6, 2023Updated 3 years ago
- Python code for "Probabilistic Machine learning" book by Kevin Murphy☆7,170Updated this week
- Jax SSM Library☆48Nov 24, 2022Updated 3 years ago
- "Probabilistic Machine Learning" - a book series by Kevin Murphy☆5,701Dec 10, 2025Updated 10 months ago
- Bayesian Bandits☆71Sep 3, 2023Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Code that accompanies the paper Guided Deep Kernel Learning☆10Jul 2, 2023Updated 3 years ago
- ☆13Sep 14, 2021Updated 5 years ago
- Probabilistic Machine Learning: Advanced Topics☆1,551May 26, 2026Updated 5 months ago
- Lightweight library of stochastic gradient MCMC algorithms written in JAX.☆106Oct 23, 2023Updated 3 years ago
- Interactive textbook on state space models☆12Apr 11, 2022Updated 4 years ago
- Supporting material for Princeton ORF522☆15Sep 28, 2026Updated last month
- Programming in Psychological Science course. This repository contains materials for a R + Python intro course.☆17May 3, 2023Updated 3 years ago
- El objetivo del Datatón es aprovechar la información pública en las bases de datos de Tu Ciudad, Tu Dinero y otros portales de la CDMX, c…☆11Oct 26, 2021Updated 5 years ago
- Exercises for the Tutorial on Approximate Bayesian Inference at the Data Science Summer School 2018☆22Aug 6, 2018Updated 8 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Jupyter Notebook corresponding to 'Going with the Flow: An Introduction to Normalizing Flows'☆27Apr 22, 2021Updated 5 years ago
- JAX + Haiku package for the discrete VAE used for DALL·E.☆11Apr 10, 2021Updated 5 years ago
- Everything you need to know about CNN in PyTorch☆11Nov 12, 2018Updated 7 years ago
- Material for my course: Optimization in Machine Learning☆32Mar 9, 2021Updated 5 years ago
- Vincent, B. T. (2015) A tutorial on Bayesian models of Perception, Journal of Mathematical Psychology.☆14Oct 17, 2017Updated 9 years ago
- An IPython Notebook reader for Pelican☆10May 13, 2015Updated 11 years ago
- Statistical Rethinking (2nd ed.) with NumPyro☆474May 4, 2025Updated last year
- BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.☆1,138Oct 8, 2026Updated 3 weeks ago
- ☆19Dec 2, 2020Updated 5 years ago
- 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.
- ☆14Apr 18, 2020Updated 6 years ago
- Python3.6 Scraper Toolbox, You can almost Scrap Anything in this Repo, Welcome Pull Request☆10Dec 19, 2017Updated 8 years ago
- ☆16Sep 26, 2017Updated 9 years ago
- JAX implementation of Learning to learn by gradient descent by gradient descent☆29Aug 5, 2025Updated last year
- Loopy belief propagation for factor graphs on discrete variables, in JAX!☆66Oct 7, 2024Updated 2 years ago
- ☆658Oct 20, 2026Updated last week
- Code and data for a simulation project aimed at computing statistical power for various dimensionality reduction and clustering algorithm…☆14Mar 3, 2020Updated 6 years ago
- Latent Space Symmetry Discovery.☆10Aug 12, 2024Updated 2 years ago
- Tools for an Aesara-based PPL.☆68Oct 28, 2024Updated 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.
- Pytorch implementation of DGflow (ICLR 2021).☆15Mar 3, 2021Updated 5 years ago
- Neural Network Genetic Algorithm library used for deep learning problems☆18Jun 2, 2021Updated 5 years ago
- Utilities for loading posteriordb with Julia☆15Oct 7, 2026Updated 3 weeks ago
- Bayesian inference with Python and Jax.☆35Nov 23, 2022Updated 3 years ago
- A Python package for probabilistic state space modeling with JAX☆1,022Oct 13, 2026Updated 2 weeks ago
- NYU Deep Learning Spring 2020☆6,812Jun 16, 2025Updated last year
- Mathematical operations for JAX pytrees☆209Dec 5, 2024Updated last year