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219

2.0k

mit

50

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

3,392 commits to master branch, last one 13 days ago

problog ML-KULeuven

35

315

unknown

25

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

2,298 commits to master branch, last one 16 days ago

ProbabilisticCircuits.jl Tractables

11

104

apache-2.0

7

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 5 months ago

cirkit april-tools

3

80

gpl-3.0

9

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

1,083 commits to main branch, last one a day ago

sppl probsys

10

76

apache-2.0

12

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 6 months ago

DUN cambridge-mlg

11

72

mit

8

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

piper gtrll

22

62

other

9

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

DEM jarridrb

4

41

mit

3

Code for the paper Iterated Denoising Energy Matching for Sampling from Boltzmann Densities.

generative-modeling probabilistic-inference

Created 2024-02-07

6 commits to main branch, last one 9 months ago