ColCarroll / minimc
Just a little MCMC
☆222Updated 8 months ago
Alternatives and similar repositories for minimc:
Users that are interested in minimc are comparing it to the libraries listed below
- Manifold Markov chain Monte Carlo methods in Python☆226Updated last month
- Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.☆329Updated 11 months ago
- ABCpy package☆113Updated 10 months ago
- ⚡️ zeus: Lightning Fast MCMC ⚡️☆232Updated last year
- A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.☆53Updated 7 months ago
- ELFI - Engine for Likelihood-Free Inference☆272Updated 8 months ago
- Statistical Rethinking: A Bayesian Course Using Python and NumPyro☆91Updated 3 years ago
- Lightweight library of stochastic gradient MCMC algorithms written in JAX.☆101Updated last year
- The tiniest of Gaussian Process libraries☆304Updated 2 weeks ago
- Bayes-Newton—A Gaussian process library in JAX, with a unifying view of approximate Bayesian inference as variants of Newton's method.☆232Updated last year
- Deep GPs built on top of TensorFlow/Keras and GPflow☆124Updated 5 months ago
- python version of the No-U-Turn Sampler (NUTS) from Hoffman & Gelman, 2011☆128Updated 4 years ago
- Gaussian process modelling in Python☆222Updated 3 months ago
- A probabilistic programming system for simulators and high-performance computing (HPC), based on PyTorch☆391Updated 10 months ago
- State of the art inference for your bayesian models.☆204Updated 3 months ago
- Pareto smoothed importance sampling (PSIS) and PSIS leave-one-out cross-validation for Python and Matlab/Octave☆76Updated last year
- Approximate inference for Markov Gaussian processes using iterated Kalman smoothing, in JAX☆98Updated last year
- Solve ODEs fast, with support for PyMC☆112Updated 10 months ago
- A list of Python-based MCMC & ABC packages☆123Updated 9 months ago
- Probabilistic Inference on Noisy Time Series☆233Updated last month
- Statistical Rethinking (2nd ed.) with NumPyro☆453Updated last year
- A Python toolkit for (simulation-based) inference and the mechanization of science.☆53Updated 2 years ago
- Tools for an Aesara-based PPL.☆64Updated 4 months ago
- Probabilistic Numerics in Python.☆448Updated 10 months ago
- Statistical Rethinking with PyTorch and Pyro☆163Updated 5 years ago
- Python wrapper for nuts-rs☆141Updated this week
- A colourful collection of codes and notebooks, like Planet Sakaar☆55Updated last year
- MCMC samplers for Bayesian estimation in Python, including Metropolis-Hastings, NUTS, and Slice☆335Updated 2 years ago
- Probabilistic Programming and Nested sampling in JAX☆171Updated 3 months ago
- Gaussian processes in JAX.☆486Updated last week