fonnesbeck / gp_regression
A Primer on Gaussian Processes for Regression Analysis (PyData NYC 2019)
☆166Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for gp_regression
- ☆230Updated 3 years ago
- Statistical Rethinking (2nd Ed) with Tensorflow Probability☆269Updated 2 years ago
- ☆238Updated 6 years ago
- PyData London 2019 Tutorial on Markov chain Monte Carlo with PyMC3☆155Updated 4 years ago
- Statistical Rethinking: A Bayesian Course Using Python and NumPyro☆87Updated 3 years ago
- Bayesian Analysis with Python - Second Edition, published by Packt☆128Updated 3 years ago
- Examples of PyMC models, including a library of Jupyter notebooks.☆288Updated last month
- Preparation materials for CEAi Precision Workshop #1 on Bayesian modelling☆58Updated 6 years ago
- pymc-learn: Practical probabilistic machine learning in Python☆223Updated 3 years ago
- A collection of Bayesian data analysis recipes using PyMC3☆554Updated last year
- Multi-Output Gaussian Process Toolkit☆165Updated 6 months ago
- A tutorial about Gaussian process regression☆184Updated 4 years ago
- legend☆197Updated last year
- Statistical Rethinking with PyTorch and Pyro☆161Updated 5 years ago
- Presented at Scipy Conference 2019☆124Updated 4 years ago
- Statistical Rethinking (2nd ed.) with NumPyro☆446Updated 8 months ago
- Just a little MCMC☆217Updated 4 months ago
- Inference case studies in jupyter☆92Updated 6 years ago
- Statistical Rethinking course in pymc3☆143Updated 4 years ago
- A colourful collection of codes and notebooks, like Planet Sakaar☆55Updated last year
- I am in [research] stepped in so far that, should I wade no more, Returning were as tedious as go o'er. -MacBeth☆177Updated 10 years ago
- ☆82Updated this week
- ☆74Updated 6 years ago
- Gaussian process modelling in Python☆218Updated 9 months ago
- In which I play with the ideas surrounding causality☆50Updated 2 years ago
- A Visual Exploration of Gaussian Processes☆101Updated last year
- Implementation of Markov Chain Monte Carlo in Python from scratch☆209Updated 4 years ago
- Bayesian Additive Regression Trees For Python☆220Updated 10 months ago
- ☆229Updated 7 years ago
- Hidden Markov models in PyMC3☆96Updated 7 months ago