probabilistic-modeling
There are 22 repositories under probabilistic-modeling topic.
pyro-ppl/pyro
Deep universal probabilistic programming with Python and PyTorch
PGM-Lab/InferPy
InferPy: Deep Probabilistic Modeling with Tensorflow Made Easy
april-tools/cirkit
a python framework to build, learn and reason about probabilistic circuits and tensor networks
kourouklides/artificial_neural_networks
A collection of Methods and Models for various architectures of Artificial Neural Networks
trappmartin/SumProductNetworks.jl
Sum-product networks in Julia.
nsg-ethz/netdice
A scalable and accurate probabilistic network configuration analyzer verifying network properties in the face of random failures.
StatMixedML/DGBM
Distributional Gradient Boosting Machines
StatMixedML/Py-BoostLSS
An extension of Py-Boost to probabilistic modelling
MArpogaus/bernstein_flow
A normalizing flow using Bernstein polynomials for conditional density estimation.
hanyas/mimo
A toolbox for inference of mixture models
mminici/Echo-Chamber-Detection
Repository to reproduce "Cascade-based Echo Chamber Detection" accepted at CIKM2022
shchur/survival_distributions
Extended functionality for univariate probability distributions in PyTorch
hhoppe/blackjack
Blackjack Notebook (bjnb): Probabilistic analysis and simulation
ninpnin/probabilistic-word-embeddings
Train and evaluate probabilistic word embeddings with Python.
yukinagae/pbchain
Probabilistic Programming with Python and Chainer
mclevey/SOCI3040
Materials for my course SOCI 3040, Quantitative Research Methods
pitkajuh/libreMCM
libreMCM (libre Multi Compartment Modelling) is a free software for carrying out deterministic and probabilistic modelling.
matthewfeickert/pydistcore
The interface library for probabilistic modeling in HEP
ninpnin/stan-playground
Sandbox repository for stan stuff
SnehalRaj/ProML
Repository for ACA project
tmaklin/vaikkari
LaTeX source code for my doctoral dissertation "Probabilistic Methods for High-Resolution Metagenomics". Available from the digital repository of the University of Helsinki at https://helda.helsinki.fi/handle/10138/349862.