pymc_examples

Introduction

Examples and simple scripts for probabilistic programming using PyMC3

Installation

pip3 install -r requirements.txt

Resources

https://docs.pymc.io/en/v3/pymc-examples/examples/getting_started.html

https://docs.pymc.io/en/v3/pymc-examples/examples/generalized_linear_models/GLM-binomial-regression.html

https://turing.ml/dev/tutorials/02-logistic-regression/

https://docs.pymc.io/en/v3/pymc-examples/examples/generalized_linear_models/GLM-logistic.html

https://stats.stackexchange.com/questions/281769/how-is-logistic-regression-related-to-bernoulli-distribution

https://turing.ml/dev/tutorials/10-bayesian-differential-equations/

Books

https://www.google.co.uk/books/edition/Bayesian_Analysis_with_Python/1Z2BDwAAQBAJ?hl=en&gbpv=1&printsec=frontcover

Contact

Soumya Banerjee

[email protected]