Joseph94m / MCMC
Implementation of Markov Chain Monte Carlo in Python from scratch
☆210Updated 4 years ago
Alternatives and similar repositories for MCMC:
Users that are interested in MCMC are comparing it to the libraries listed below
- PyData London 2019 Tutorial on Markov chain Monte Carlo with PyMC3☆156Updated 5 years ago
- A list of Python-based MCMC & ABC packages☆123Updated 9 months ago
- Collection of Monte Carlo (MC) and Markov Chain Monte Carlo (MCMC) algorithms applied on simple examples.☆373Updated 7 years ago
- ☆239Updated 6 years ago
- Examples of PyMC models, including a library of Jupyter notebooks.☆312Updated this week
- Statistical Rethinking: A Bayesian Course Using Python and NumPyro☆91Updated 3 years ago
- Bayesian Analysis with Python - Second Edition, published by Packt☆133Updated 4 years ago
- Bayesian Analysis with Python (Second Edition)☆657Updated last year
- A tutorial about Gaussian process regression☆185Updated 4 years ago
- Introduction to Uncertainty Quantification☆245Updated 2 years ago
- Markov Chain Monte Carlo (MCMC) and importance sampling in the context of Bayesian linear regression☆11Updated 7 years ago
- Probabilistic Random Forest: A machine learning algorithm for noisy datasets☆125Updated last year
- Statistical Rethinking (2nd Ed) with Tensorflow Probability☆273Updated 3 years ago
- ☆230Updated 3 years ago
- legend☆198Updated last year
- Manifold Markov chain Monte Carlo methods in Python☆226Updated 2 months ago
- Repo to supplement my tutorial on Monte Carlo Simulations and Importance Sampling☆74Updated 6 years ago
- Multi-Output Gaussian Process Toolkit☆170Updated 11 months ago
- ABCpy package☆113Updated 10 months ago
- ⚡️ zeus: Lightning Fast MCMC ⚡️☆232Updated 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
- A Primer on Gaussian Processes for Regression Analysis (PyData NYC 2019)☆165Updated 3 years ago
- ☆45Updated 4 years ago
- Just a little MCMC☆223Updated 9 months ago
- Material for ODSC Europe presentation -- Probabilistic Deep Learning in TensorFlow, the why and the how☆71Updated 5 years ago
- Bayesian Analysis with Python by Packt☆217Updated 2 years ago
- pymc-learn: Practical probabilistic machine learning in Python☆227Updated 4 years ago
- Bayesian neural networks via MCMC: tutorial☆51Updated 5 months ago
- A collection of Bayesian data analysis recipes using PyMC3☆557Updated last year
- Deep Gaussian Processes in Python☆233Updated 3 years ago