ColCarroll / imcmc
Image Markov Chain Monte Carlo
☆243Updated 3 years ago
Alternatives and similar repositories for imcmc:
Users that are interested in imcmc are comparing it to the libraries listed below
- ELFI - Engine for Likelihood-Free Inference☆272Updated 7 months ago
- Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.☆329Updated 11 months ago
- Just a little MCMC☆221Updated 7 months ago
- Render probabilistic graphical models using matplotlib☆677Updated last week
- A probabilistic programming system for simulators and high-performance computing (HPC), based on PyTorch☆392Updated 9 months ago
- Automatic differentiation + optimization☆104Updated 5 years ago
- List of resources for bayesian inference☆155Updated 5 years ago
- MCMC samplers for Bayesian estimation in Python, including Metropolis-Hastings, NUTS, and Slice☆334Updated 2 years ago
- A user-centered Python package for differentiable probabilistic inference☆202Updated 4 years ago
- Statistical Rethinking with PyTorch and Pyro☆163Updated 5 years ago
- pymc-learn: Practical probabilistic machine learning in Python☆226Updated 4 years ago
- Manifold Markov chain Monte Carlo methods in Python☆226Updated 3 weeks ago
- ABCpy package☆113Updated 9 months ago
- Statistical Rethinking (2nd ed.) with NumPyro☆451Updated last year
- ☆72Updated 6 years ago
- A Visual Exploration of Gaussian Processes☆102Updated 2 years ago
- A bare-bones TensorFlow framework for Bayesian deep learning and Gaussian process approximation☆127Updated 3 years ago
- InferPy: Deep Probabilistic Modeling with Tensorflow Made Easy☆148Updated 6 months ago
- A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.☆53Updated 6 months ago
- Inference case studies in jupyter☆92Updated 6 years ago
- python version of the No-U-Turn Sampler (NUTS) from Hoffman & Gelman, 2011☆128Updated 4 years ago
- In which I try to demystify the fundamental concepts behind Bayesian deep learning.☆123Updated 7 years ago
- Presented at Scipy Conference 2019☆125Updated 4 years ago
- (Deprecated) Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.☆712Updated 3 years ago
- ⚡️ zeus: Lightning Fast MCMC ⚡️☆230Updated last year
- A Python toolkit for (simulation-based) inference and the mechanization of science.☆52Updated 2 years ago
- megaman: Manifold Learning for Millions of Points☆326Updated 2 years ago
- Bayesian Regression Models in Pyro☆70Updated 6 months ago
- Statistical Rethinking: A Bayesian Course Using Python and NumPyro☆90Updated 3 years ago
- ☆237Updated 6 years ago