Joseph94m / MCMCLinks
Implementation of Markov Chain Monte Carlo in Python from scratch
☆213Updated 4 years ago
Alternatives and similar repositories for MCMC
Users that are interested in MCMC are comparing it to the libraries listed below
Sorting:
- PyData London 2019 Tutorial on Markov chain Monte Carlo with PyMC3☆159Updated 5 years ago
- Collection of Monte Carlo (MC) and Markov Chain Monte Carlo (MCMC) algorithms applied on simple examples.☆380Updated 7 years ago
- A list of Python-based MCMC & ABC packages☆123Updated 2 weeks ago
- ☆240Updated 6 years ago
- A Primer on Gaussian Processes for Regression Analysis (PyData NYC 2019)☆165Updated 3 years ago
- Bayesian Analysis with Python - Second Edition, published by Packt☆135Updated 4 years ago
- Manifold Markov chain Monte Carlo methods in Python☆230Updated last week
- ⚡️ zeus: Lightning Fast MCMC ⚡️☆236Updated last year
- Examples of PyMC models, including a library of Jupyter notebooks.☆330Updated last month
- Markov Chain Monte Carlo (MCMC) and importance sampling in the context of Bayesian linear regression☆11Updated 7 years ago
- legend☆204Updated last year
- Statistical Rethinking: A Bayesian Course Using Python and NumPyro☆90Updated 4 years ago
- Material for ODSC Europe presentation -- Probabilistic Deep Learning in TensorFlow, the why and the how☆72Updated 5 years ago
- Introduction to Uncertainty Quantification☆253Updated 3 years ago
- ☆231Updated 3 years ago
- A tutorial about Gaussian process regression☆188Updated 4 years ago
- python version of the No-U-Turn Sampler (NUTS) from Hoffman & Gelman, 2011☆132Updated 4 years ago
- Statistical Rethinking (2nd Ed) with Tensorflow Probability☆272Updated 3 years ago
- Bayesian Analysis with Python (Second Edition)☆666Updated last year
- my blog☆268Updated 3 years ago
- ABCpy package☆114Updated last year
- This is a python tutorial for Bayesian inferences using MCMC. It includes concepts of reject sampling, markov chain stationary distributi…☆15Updated 8 years ago
- ☆235Updated 7 years ago
- Heterogeneous Multi-output Gaussian Processes☆52Updated 5 years ago
- Preparation materials for CEAi Precision Workshop #1 on Bayesian modelling☆58Updated 7 years ago
- Just a little MCMC☆227Updated 11 months ago
- Repo to supplement my tutorial on Monte Carlo Simulations and Importance Sampling☆74Updated 6 years ago
- pymc-learn: Practical probabilistic machine learning in Python☆229Updated 4 years ago
- Fast and flexible Gaussian Process regression in Python☆459Updated this week
- Tensorflow implementation of deep quantile regression☆76Updated 2 years ago