There are 41 repositories under probabilistic-programming topic.
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
Probabilistic language based on pattern matching and constraint propagation, 153 examples
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
Probabilistic reasoning and statistical analysis in TensorFlow
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow
Bayesian inference with probabilistic programming.
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
Awesome-pytorch-list 翻译工作进行中......
A neurosymbolic perspective on LLMs
Probabilistic data structures for processing continuous, unbounded streams.
High-quality implementations of standard and SOTA methods on a variety of tasks.
BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.
BayesDB on SQLite. A Bayesian database table for querying the probable implications of data as easily as SQL databases query the data itself.
Learn about Machine Learning and Artificial Intelligence
Algorithm is a library of tools that is used to create intelligent applications.
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code
Gaussian processes in JAX and Flax.
"Distributions" that might not add to one.
ProbLog is a Probabilistic Logic Programming Language for logic programs with probabilities.
Julia package for automated Bayesian inference on a factor graph with reactive message passing
Bayesian statistics graduate course
Probabilistic Programming with Gaussian processes in Julia
Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.
A probabilistic programming language