perov's repositories
causalML
A course on causal machine learning.
forked-anglican
(Forked) Probabilistic Programming System Anglican
forked-anglican-examples
(Forked) Examples for Probabilistic System Anglican
forked-TwinNetworks
(Forked) A library for handling Structural Causal Models and performing interventional and counterfactual inference on them.
hs-venture
Experimental rewrite of Venture in Haskell, for me to better understand it
itu_who_2019_symptom_assessment_mmv_benchmark
Minimal minimal viable benchmark designed and developed by the members of the sub-group (topic group) “Symptom assessment”, which is the part of the ITU focus group “Artificial Intelligence for Health”
multiverse
MultiVerse: Probabilistic Programming Language for Causal Reasoning
PyChurch
A probabilistic programming language, based on Church
TeachingTerminal
Venture pedagogy terminal.
venture-pre-v1
Experimental Venture-like language with pluggable traces
Venturecxx
Primary implementation of the Venture probabilistic programming system
VentureUnit
Inference visualization for Venture