ColCarroll / imcmcLinks
Image Markov Chain Monte Carlo
☆245Updated 3 years ago
Alternatives and similar repositories for imcmc
Users that are interested in imcmc are comparing it to the libraries listed below
Sorting:
- A user-centered Python package for differentiable probabilistic inference☆202Updated 4 years ago
- Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.☆330Updated last year
- Just a little MCMC☆227Updated 11 months ago
- ELFI - Engine for Likelihood-Free Inference☆276Updated last month
- Render probabilistic graphical models using matplotlib☆680Updated this week
- A probabilistic programming system for simulators and high-performance computing (HPC), based on PyTorch☆391Updated last year
- Statistical Rethinking with PyTorch and Pyro☆163Updated last month
- Automatic differentiation + optimization☆103Updated 6 years ago
- Presented at Scipy Conference 2019☆127Updated 5 years ago
- pymc-learn: Practical probabilistic machine learning in Python☆229Updated 4 years ago
- ☆240Updated 6 years ago
- Inference case studies in jupyter☆93Updated 6 years ago
- List of resources for bayesian inference☆156Updated 6 years ago
- MCMC samplers for Bayesian estimation in Python, including Metropolis-Hastings, NUTS, and Slice☆339Updated 2 years ago
- ☆231Updated 3 years ago
- Statistical Rethinking (2nd ed.) with NumPyro☆458Updated last month
- ☆38Updated 4 years ago
- A collection of Bayesian data analysis recipes using PyMC3☆560Updated last year
- ☆72Updated 6 years ago
- Probabilistic Inference on Noisy Time Series☆238Updated 4 months ago
- ABCpy package☆114Updated last year
- A Python toolkit for (simulation-based) inference and the mechanization of science.☆53Updated 3 years ago
- Decorator for PyMC3☆50Updated 4 years ago
- Kernel structure discovery research code - likely to be unstable☆190Updated 9 years ago
- Statistical Rethinking: A Bayesian Course Using Python and NumPyro☆90Updated 4 years ago
- ⚡️ zeus: Lightning Fast MCMC ⚡️☆236Updated last year
- A bare-bones TensorFlow framework for Bayesian deep learning and Gaussian process approximation☆128Updated 3 years ago
- (Deprecated) Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.☆712Updated 3 years ago
- Manifold Markov chain Monte Carlo methods in Python☆230Updated last week
- megaman: Manifold Learning for Millions of Points☆327Updated 2 years ago