10 results found Sort:

TuringLang
Turing.jl TuringLang
225
2.1k
mit
51
Bayesian inference with probabilistic programming.
hmc mcmc turing hacktoberfest julia-language machine-learning bayesian-inference bayesian-statistics probabilistic-models artificial-intelligence hamiltonian-monte-carlo probabilistic-inference bayesian-neural-networks probabilistic-programming probabilistic-graphical-models
Created 2016-04-29
3,420 commits to main branch, last one 2 days ago
ML-KULeuven
problog ML-KULeuven
38
332
unknown
24
ProbLog is a Probabilistic Logic Programming Language for logic programs with probabilities.
prolog problog aproblog dtproblog lfi-problog probabilistic probabilistic-inference probabilistic-programming probabilistic-logic-programming
Created 2019-05-27
2,300 commits to master branch, last one 10 days ago
Tractables
ProbabilisticCircuits.jl Tractables
11
106
apache-2.0
6
Probabilistic Circuits from the Juice library
julia tractable-models probabilistic-circuits probabilistic-inference probabilistic-reasoning
Created 2019-12-22
1,374 commits to master branch, last one 9 months ago
april-tools
cirkit april-tools
8
89
gpl-3.0
8
a python framework to build, learn and reason about probabilistic circuits and tensor networks
tensor-net tractable-models tractable-inference probabilistic-circuits probabilistic-modeling probabilistic-inference probabilistic-reasoning tensor-network-decompositions probabilistic-machine-learning
Created 2023-04-13
1,251 commits to main branch, last one a day ago
probsys
sppl probsys
10
79
apache-2.0
11
Probabilistic programming system for fast and exact symbolic inference
pldi sum-product-networks programming-languages probabilistic-inference probabilistic-programming
Created 2019-08-14
737 commits to master branch, last one 10 months ago
cambridge-mlg
DUN cambridge-mlg
11
75
mit
7
Code for "Depth Uncertainty in Neural Networks" (https://arxiv.org/abs/2006.08437)
pytorch robustness uncertainty learnt-depth deep-learning network-depths neural-networks machine-learning bayesian-inference reproducible-paper reproducible-research variational-inference bayesian-deep-learning probabilistic-inference bayesian-neural-networks expectation-maximization neural-architecture-search uncertainty-quantification uncertainty-neural-networks probabilistic-neural-network
Created 2020-06-12
7 commits to master branch, last one 3 years ago
gtrll
piper gtrll
22
63
other
8
This repository has no description...
ros gpmp2 steap robotics factor-graphs motion-planning trajectory-estimation probabilistic-inference
Created 2017-05-16
8 commits to main branch, last one 6 years ago
jarridrb
DEM jarridrb
7
47
mit
3
Code for the paper Iterated Denoising Energy Matching for Sampling from Boltzmann Densities.
generative-modeling probabilistic-inference
Created 2024-02-07
8 commits to main branch, last one about a month ago
agrumery
aGrUM agrumery
0
33
other
5
This repository is a mirror. If you want to raise an issue or contact us, we encourage you to do it on Gitlab (https://gitlab.com/agrumery/aGrUM).
xai cpp20 python python3 causality causal-models credal-network explainable-ai markov-network bayesian-network causal-inference influence-diagram parallel-algorithm structural-learning statistical-learning artificial-intelligence probabilistic-inference probabilistic-classifiers machine-learning-algorithms probabilistic-graphical-models
Created 2022-05-15
6,084 commits to master branch, last one about a month ago
tstran155
Optimization-of-building-energy-consumption tstran155
6
23
unknown
1
This repo demonstrates how to build a surrogate (proxy) model by multivariate regressing building energy consumption data (univariate and multivariate) and use (1) Bayesian framework, (2) Pyomo packag...
hvac ipopt pymoo pyomo nsga-ii deterministic gurobi-solver sobol-indices building-energy cross-validation xgboost-regression bayesian-optimization nonlinear-optimization multivariate-regression probabilistic-inference stochastic-optimization latin-hypercube-sampling machine-learning-algorithms multi-objective-optimization genetic-optimization-algorithm
Created 2023-02-18
66 commits to main branch, last one 2 years ago