Alma Rahat's Projects
Bayesian Data Analysis course at Aalto
Forecasting hospitalization and ICU rates of the COVID-19 outbreak: an efficient SEIR model
An IMAP/SMTP proxy that transparently adds OAuth 2.0 authentication for clients that don't support this method.
This is proprietary code for the use of Swansea University. All rights reserved.
Implementation of Markov Chain Monte Carlo in Python from scratch
A simple ipython notebook illustrating multivariate Gaussian quadrature.
PRML algorithms implemented in Python
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
PyMC3 educational resources
Statistical Rethinking Course Winter 2020/2021
Statistical Rethinking course at MPI-EVA from Dec 2018 through Feb 2019