probabilistic-programming
There are 520 repositories under probabilistic-programming topic.
bharathgs/Awesome-pytorch-list
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
pymc-devs/pymc
Bayesian Modeling and Probabilistic Programming in Python
pyro-ppl/pyro
Deep universal probabilistic programming with Python and PyTorch
mxgmn/MarkovJunior
Probabilistic language based on pattern matching and constraint propagation, 153 examples
probml/pyprobml
Python code for "Probabilistic Machine learning" book by Kevin Murphy
blei-lab/edward
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
tensorflow/probability
Probabilistic reasoning and statistical analysis in TensorFlow
pyro-ppl/numpyro
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
thu-ml/zhusuan
A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow
TuringLang/Turing.jl
Bayesian inference with probabilistic programming.
uber/orbit
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
probcomp/Gen.jl
A general-purpose probabilistic programming system with programmable inference
xavier-zy/Awesome-pytorch-list-CNVersion
Awesome-pytorch-list 翻译工作进行中......
ExtensityAI/symbolicai
A neurosymbolic perspective on LLMs
tylertreat/BoomFilters
Probabilistic data structures for processing continuous, unbounded streams.
google/uncertainty-baselines
High-quality implementations of standard and SOTA methods on a variety of tasks.
blackjax-devs/blackjax
BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.
probcomp/bayeslite
BayesDB on SQLite. A Bayesian database table for querying the probable implications of data as easily as SQL databases query the data itself.
stan-dev/pystan2
PyStan, the Python interface to Stan
brylevkirill/notes
Learn about Machine Learning and Artificial Intelligence
CosmicMind/Algorithm
Algorithm is a library of tools that is used to create intelligent applications.
google/edward2
A simple probabilistic programming language.
JWarmenhoven/DBDA-python
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code
probmods/webppl
Probabilistic programming for the web
thomaspinder/GPJax
Gaussian processes in JAX and Flax.
mindsdb/lightwood
Lightwood is Legos for Machine Learning.
cscherrer/Soss.jl
Probabilistic programming via source rewriting
JuliaMath/MeasureTheory.jl
"Distributions" that might not add to one.
ML-KULeuven/problog
ProbLog is a Probabilistic Logic Programming Language for logic programs with probabilities.
ReactiveBayes/RxInfer.jl
Julia package for automated Bayesian inference on a factor graph with reactive message passing
storopoli/Bayesian-Statistics
Bayesian statistics graduate course
JuliaGaussianProcesses/Stheno.jl
Probabilistic Programming with Gaussian processes in Julia
rlouf/mcx
Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.
hakaru-dev/hakaru
A probabilistic programming language
probmods/probmods2
probmods 2: electric boogaloo
dotnet/mbmlbook
Sample code for the Model-Based Machine Learning book.