Projects in Awesome Lists tagged with probabilistic-modeling
A curated list of projects in awesome lists tagged with probabilistic-modeling .
https://github.com/pyro-ppl/pyro
Deep universal probabilistic programming with Python and PyTorch
bayesian bayesian-inference deep-learning machine-learning probabilistic-modeling probabilistic-programming python pytorch variational-inference
Last synced: 12 May 2025
https://github.com/PGM-Lab/InferPy
InferPy: Deep Probabilistic Modeling with Tensorflow Made Easy
keras-tensorflow neural-network probabilistic-modeling probabilistic-programming tensorflow user-friendly
Last synced: 16 Nov 2025
https://github.com/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
Last synced: 12 May 2025
https://github.com/trappmartin/sumproductnetworks.jl
Sum-product networks in Julia.
deep-learning julia machine-learning probabilistic-modeling probabilistic-neural-network sum-product-networks tractable-models
Last synced: 13 Oct 2025
https://github.com/statmixedml/dgbm
Distributional Gradient Boosting Machines
decision-trees distributional-regression gradient-boosting lightgbm machine-learning normalizing-flow probabilistic-modeling quantile-estimation uncertainty-quantification xgboost
Last synced: 06 Jan 2026
https://github.com/statmixedml/py-boostlss
An extension of Py-Boost to probabilistic modelling
distributional-regression gamlss gradient-boosting-machine machine-learning multi-target-regression probabilistic-modeling quantile-estimation uncertainty-estimation
Last synced: 09 Mar 2026
https://github.com/marpogaus/bernstein_flow
A normalizing flow using Bernstein polynomials for conditional density estimation.
bernstein-polynomials machine-learning probabilistic-modeling regression tensorflow-probability tensorflow2
Last synced: 22 Apr 2025
https://github.com/hhoppe/blackjack
Blackjack Notebook (bjnb): Probabilistic analysis and simulation
blackjack blackjack-game monte-carlo-simulation probabilistic-modeling
Last synced: 11 Aug 2025
https://github.com/shchur/survival_distributions
Extended functionality for univariate probability distributions in PyTorch
probabilistic-modeling pytorch survival-analysis temporal-point-processes torch-distributions
Last synced: 07 May 2025
https://github.com/ninpnin/probabilistic-word-embeddings
Train and evaluate probabilistic word embeddings with Python.
probabilistic-modeling tensorflow word-embeddings
Last synced: 12 May 2025
https://github.com/markean/aimz
Scalable probabilistic impact modeling
bayesian-inference probabilistic-modeling uncertainty-quantification
Last synced: 27 Oct 2025
https://github.com/jerseroman/are-we-alone-in-the-universe
Interactive calculator for estimating potentially Earth-like planets across the Milky Way and the observable universe using transparent astrophysical assumptions.
astronomy astronomy-astrophysics drake-equation earth-like-planets exoplanets fermi-paradox github-pages habitability milky-way monte-carlo-simulation observable-universe planetary-science poisson-distance-estimation probabilistic-modeling scientific-calculator seti source-available static-site uncertainty-analysis
Last synced: 12 Jun 2026
https://github.com/yukinagae/pbchain
Probabilistic Programming with Python and Chainer
bayesian bayesian-inference chainer probabilistic-modeling probabilistic-programming python
Last synced: 18 May 2026
https://github.com/ninpnin/stan-playground
Sandbox repository for stan stuff
Last synced: 04 Mar 2026
https://github.com/manuelpeba/world-cup-2026-forecast
Football forecasting framework to simulate the FIFA World Cup using team strength modeling and probabilistic match prediction.
bayesian-modeling data-engineering data-science fifa-world-cup-2026 football-analytics forecasting machine-learning match-prediction predictive-modeling probabilistic-modeling python simulation sports-analytics streamlit time-series
Last synced: 04 Apr 2026
https://github.com/matthewfeickert/pydistcore
The interface library for probabilistic modeling in HEP
high-energy-physics probabilistic-modeling python statistical-modeling statistics
Last synced: 12 Jul 2026
