AlmaRahat
Dr Rahat is an Associate Professor of Data Science. His expertise is in evolutionary and Bayesian search and optimisation.
Swansea UniversitySwansea, UK
Pinned Repositories
BDA_course_Aalto
Bayesian Data Analysis course at Aalto
Covid-SEIR
Forecasting hospitalization and ICU rates of the COVID-19 outbreak: an efficient SEIR model
CS-210-Concurrency
EHVI_Gauss-Hermite
email-oauth2-proxy
An IMAP/SMTP proxy that transparently adds OAuth 2.0 authentication for clients that don't support this method.
HawkVsDove
This is proprietary code for the use of Swansea University. All rights reserved.
MCMC
Implementation of Markov Chain Monte Carlo in Python from scratch
Multivariate-Gaussian-Quadrature-in-Python
A simple ipython notebook illustrating multivariate Gaussian quadrature.
PRML
PRML algorithms implemented in Python
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
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 ;)
AlmaRahat's Repositories
AlmaRahat/CS-210-Concurrency
AlmaRahat/EHVI_Gauss-Hermite
AlmaRahat/Multivariate-Gaussian-Quadrature-in-Python
A simple ipython notebook illustrating multivariate Gaussian quadrature.
AlmaRahat/BDA_course_Aalto
Bayesian Data Analysis course at Aalto
AlmaRahat/Covid-SEIR
Forecasting hospitalization and ICU rates of the COVID-19 outbreak: an efficient SEIR model
AlmaRahat/email-oauth2-proxy
An IMAP/SMTP proxy that transparently adds OAuth 2.0 authentication for clients that don't support this method.
AlmaRahat/HawkVsDove
This is proprietary code for the use of Swansea University. All rights reserved.
AlmaRahat/MCMC
Implementation of Markov Chain Monte Carlo in Python from scratch
AlmaRahat/PRML
PRML algorithms implemented in Python
AlmaRahat/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
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 ;)
AlmaRahat/rampvis-policy-reflection
AlmaRahat/randomforest-python
AlmaRahat/resources
PyMC3 educational resources
AlmaRahat/stat_rethinking_2020
Statistical Rethinking Course Winter 2020/2021
AlmaRahat/statrethinking_winter2019
Statistical Rethinking course at MPI-EVA from Dec 2018 through Feb 2019