Probabilistic Machine Learning: Advanced Topics
☆1,540May 26, 2026Updated 3 months ago
Alternatives and similar repositories for pml2-book
Users that are interested in pml2-book 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☆5,648Dec 10, 2025Updated 8 months ago
- Python code for "Probabilistic Machine learning" book by Kevin Murphy☆7,131Feb 26, 2026Updated 6 months ago
- Jax SSM Library☆48Nov 24, 2022Updated 3 years ago
- A Python package for probabilistic state space modeling with JAX☆1,000Aug 1, 2026Updated 3 weeks ago
- Datasets associated with pyprobml☆20Jun 6, 2023Updated 3 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Interactive textbook on state-space models☆211Jan 24, 2024Updated 2 years ago
- Utilities for probabilistic ML☆38Sep 11, 2023Updated 2 years ago
- Notebooks for "Probabilistic Machine Learning" book☆202May 4, 2022Updated 4 years ago
- Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more☆36,213Updated this week
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)☆9,580Jul 5, 2026Updated last month
- Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/☆2,957Aug 10, 2026Updated 2 weeks ago
- Tutorials and sampling algorithm comparisons☆85Updated this week
- Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.☆2,746Updated this week
- BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.☆1,116Updated this week
- 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.
- Optax is a gradient processing and optimization library for JAX.☆2,325Aug 20, 2026Updated last week
- Hardware accelerated, batchable and differentiable optimizers in JAX.☆1,059Jun 4, 2026Updated 2 months ago
- JAX - A curated list of resources https://github.com/google/jax☆2,157Jan 20, 2026Updated 7 months ago
- Flax is a neural network library for JAX that is designed for flexibility.☆7,303Updated this week
- "Deep Generative Modeling": Introductory Examples☆1,336Apr 28, 2026Updated 3 months ago
- A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-sou…☆1,291Jul 9, 2026Updated last month
- A playbook for systematically maximizing the performance of deep learning models.☆30,297Jun 18, 2024Updated 2 years ago
- Structural Time Series in JAX☆220May 8, 2024Updated 2 years ago
- This library would form a permanent home for reusable components for deep probabilistic programming. The library would form and harness a…☆310Apr 15, 2026Updated 4 months ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Recursive Bayesian Estimation (Sequential / Online Inference)☆64Apr 17, 2024Updated 2 years ago
- ☆648Jul 30, 2026Updated 3 weeks ago
- JAX-based neural network library☆3,274Updated this week
- Interactive textbook on state space models☆12Apr 11, 2022Updated 4 years ago
- Pen and paper exercises in machine learning☆2,691May 21, 2024Updated 2 years ago
- Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/☆2,089Jun 21, 2026Updated 2 months ago
- Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including …☆29,452Aug 18, 2024Updated 2 years ago
- ☆578May 14, 2024Updated 2 years ago
- Monte Carlo tree search in JAX☆2,654Aug 6, 2026Updated 3 weeks ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Understanding Deep Learning - Simon J.D. Prince☆9,810Jul 18, 2026Updated last month
- Fast and Easy Infinite Neural Networks in Python☆2,383Mar 1, 2024Updated 2 years ago
- Deep universal probabilistic programming with Python and PyTorch☆9,037Aug 4, 2026Updated 3 weeks ago
- Companion webpage to the book "Mathematics For Machine Learning"☆15,929Mar 13, 2025Updated last year
- Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.☆31,309Updated this week
- This repository contains implementations and illustrative code to accompany DeepMind publications☆15,168Jun 17, 2026Updated 2 months ago
- A highly efficient implementation of Gaussian Processes in PyTorch☆3,906Jul 10, 2026Updated last month