fonnesbeck / gp_regression
A Primer on Gaussian Processes for Regression Analysis (PyData NYC 2019)
☆165Updated 3 years ago
Alternatives and similar repositories for gp_regression:
Users that are interested in gp_regression are comparing it to the libraries listed below
- ☆239Updated 6 years ago
- ☆230Updated 3 years ago
- Statistical Rethinking (2nd Ed) with Tensorflow Probability☆273Updated 3 years ago
- Just a little MCMC☆223Updated 8 months ago
- PyData London 2019 Tutorial on Markov chain Monte Carlo with PyMC3☆156Updated 5 years ago
- Statistical Rethinking: A Bayesian Course Using Python and NumPyro☆91Updated 3 years ago
- A colourful collection of codes and notebooks, like Planet Sakaar☆55Updated last year
- legend☆198Updated last year
- Statistical Rethinking (2nd ed.) with NumPyro☆453Updated last year
- Examples of PyMC models, including a library of Jupyter notebooks.☆311Updated last week
- Statistical Rethinking with PyTorch and Pyro☆163Updated 5 years ago
- Preparation materials for CEAi Precision Workshop #1 on Bayesian modelling☆58Updated 6 years ago
- ☆72Updated 6 years ago
- Presented at Scipy Conference 2019☆125Updated 5 years ago
- A list of Python-based MCMC & ABC packages☆123Updated 9 months ago
- Bayesian Analysis with Python - Second Edition, published by Packt☆133Updated 4 years ago
- A collection of Bayesian data analysis recipes using PyMC3☆557Updated last year
- A tutorial about Gaussian process regression☆185Updated 4 years ago
- Inference case studies in jupyter☆93Updated 6 years ago
- pymc-learn: Practical probabilistic machine learning in Python☆227Updated 4 years ago
- Introduction to Uncertainty Quantification☆245Updated 2 years ago
- GAM timeseries modeling with auto-changepoint detection. Inspired by Facebook Prophet and implemented in PyMC3☆327Updated 4 years ago
- In which I play with the ideas surrounding causality☆51Updated 2 years ago
- Educational resources☆104Updated 3 years ago
- Gaussian process modelling in Python☆222Updated 3 months ago
- Bayesian Additive Regression Trees For Python☆223Updated last year
- ☆45Updated 4 years ago
- In which I try to demystify the fundamental concepts behind Bayesian deep learning.☆123Updated 7 years ago
- Statistical Rethinking course in pymc3☆143Updated 4 years ago
- Time should be taken seer-iously☆314Updated 2 years ago