probabilistic-modeling

There are 1 repository under probabilistic-modeling topic.

pyro
pyro-ppl / pyro
Deep universal probabilistic programming with Python and PyTorch
python pytorch machine-learning bayesian probabilistic-programming bayesian-inference variational-inference probabilistic-modeling deep-learning
Language:Python 8502
PGM-Lab / InferPy
InferPy: Deep Probabilistic Modeling with Tensorflow Made Easy
keras-tensorflow neural-network probabilistic-modeling probabilistic-programming tensorflow user-friendly
Language:Jupyter Notebook 146
kourouklides / artificial_neural_networks
A collection of Methods and Models for various architectures of Artificial Neural Networks
artificial-neural-networks bayesian-inference bayesian-learning bayesian-neural-networks data-science deep-learning deep-neural-networks edward edward2 keras machine-learning machine-learning-algorithms machinelearning neural-networks probabilistic-modeling probabilistic-models python tensorflow variational-inference
Language:Python 41
trappmartin / SumProductNetworks.jl
Sum-product networks in Julia.
deep-learning julia machine-learning probabilistic-modeling probabilistic-neural-network sum-product-networks tractable-models
Language:Julia 38
nsg-ethz / netdice
A scalable and accurate probabilistic network configuration analyzer verifying network properties in the face of random failures.
network-analysis networks networking probabilistic-inference probabilistic-modeling verification
Language:Python 31
StatMixedML / DGBM
Distributional Gradient Boosting Machines
distributional-regression xgboost lightgbm normalizing-flow probabilistic-modeling uncertainty-quantification quantile-estimation machine-learning gradient-boosting decision-trees
26
StatMixedML / Py-BoostLSS
An extension of Py-Boost to probabilistic modelling
distributional-regression gamlss machine-learning multi-target-regression probabilistic-modeling quantile-estimation uncertainty-estimation gradient-boosting-machine
Language:Python 20
MArpogaus / bernstein_flow
A normalizing flow using Bernstein polynomials for conditional density estimation.
tensorflow-probability bernstein-polynomials machine-learning probabilistic-modeling tensorflow2 regression
Language:Jupyter Notebook 17
hanyas / mimo
A toolbox for inference of mixture models
hierarchical-models mixture-models inference variational-inference markov-chain-monte-carlo vi mcmc gibbs-sampling clustering regression dirichlet-process-mixtures infinite-mixtures infinite-regression-mixtures mixture-of-experts gmm bayesian-gmm variational-bayes probabilistic-modeling stochastic-variational-inference
Language:Python 16
shchur / survival_distributions
Extended functionality for univariate probability distributions in PyTorch
probabilistic-modeling pytorch survival-analysis temporal-point-processes torch-distributions
Language:Python 10
hhoppe / blackjack
Blackjack Notebook (bjnb): Probabilistic analysis and simulation
blackjack blackjack-game monte-carlo-simulation probabilistic-modeling
Language:Jupyter Notebook 7
mminici / Echo-Chamber-Detection
Repository to reproduce "Cascade-based Echo Chamber Detection" accepted at CIKM2022
community-detection community-detection-algorithm echo-chamber echo-chambers polarization probabilistic-model probabilistic-modeling
Language:Python 7
ninpnin / probabilistic-word-embeddings
Train and evaluate probabilistic word embeddings with Python.
probabilistic-modeling tensorflow word-embeddings
Language:Python 4
yukinagae / pbchain
Probabilistic Programming with Python and Chainer
python chainer probabilistic-programming bayesian bayesian-inference probabilistic-modeling
Language:Jupyter Notebook 1
pitkajuh / libreMCM
libreMCM (libre Multi Compartment Modelling) is a free software for carrying out deterministic and probabilistic modelling.
compartment compartmental-model compartmental-models simulation deterministic-model probabilistic-modeling
Language:C++ 0
matthewfeickert / pydistcore
The interface library for probabilistic modeling in HEP
python statistical-modeling probabilistic-modeling statistics high-energy-physics
Language:Python
ninpnin / stan-playground
Sandbox repository for stan stuff
probabilistic-modeling stan
Language:Stan
pfilo8 / NodeFlow
probabilistic-modeling deep-learning normalizing-flows catboost
Language:Jupyter Notebook
SnehalRaj / ProML
Repository for ACA project
machine-learning probabilistic-modeling
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.
creative-commons doctoral-dissertation latex-document metagenomics probabilistic-modeling university-of-helsinki
Language:TeX