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
Sorting:
- ☆230Updated 3 years ago
- ☆240Updated 6 years ago
- PyData London 2019 Tutorial on Markov chain Monte Carlo with PyMC3☆157Updated 5 years ago
- Statistical Rethinking (2nd Ed) with Tensorflow Probability☆271Updated 3 years ago
- Statistical Rethinking: A Bayesian Course Using Python and NumPyro☆90Updated 4 years ago
- Preparation materials for CEAi Precision Workshop #1 on Bayesian modelling☆58Updated 6 years ago
- Statistical Rethinking (2nd ed.) with NumPyro☆457Updated last week
- pymc-learn: Practical probabilistic machine learning in Python☆228Updated 4 years ago
- Examples of PyMC models, including a library of Jupyter notebooks.☆322Updated this week
- A colourful collection of codes and notebooks, like Planet Sakaar☆55Updated 2 years ago
- A collection of Bayesian data analysis recipes using PyMC3☆557Updated last year
- Bayesian Analysis with Python - Second Edition, published by Packt☆133Updated 4 years ago
- Just a little MCMC☆226Updated 10 months ago
- A tutorial about Gaussian process regression☆188Updated 4 years ago
- legend☆200Updated last year
- GAM timeseries modeling with auto-changepoint detection. Inspired by Facebook Prophet and implemented in PyMC3☆327Updated 4 years ago
- ☆72Updated 6 years ago
- Inference case studies in jupyter☆93Updated 6 years ago
- Introduction to Uncertainty Quantification☆249Updated 3 years ago
- Bayesian Analysis with Python (Second Edition)☆664Updated last year
- Hidden Markov models in PyMC3☆99Updated last year
- Statistical Rethinking course in pymc3☆143Updated 4 years ago
- Gaussian process modelling in Python☆223Updated 5 months ago
- Presented at Scipy Conference 2019☆126Updated 5 years ago
- Multi-Output Gaussian Process Toolkit☆173Updated last year
- Statistical Rethinking with PyTorch and Pyro☆163Updated last week
- A list of Python-based MCMC & ABC packages☆123Updated 11 months ago
- How to do Bayesian statistical modelling using numpy and PyMC3☆664Updated 2 years ago
- I am in [research] stepped in so far that, should I wade no more, Returning were as tedious as go o'er. -MacBeth☆184Updated 10 years ago
- ☆158Updated 2 years ago