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Discover 45 open source projects
Showing 1-20 of 45 projects
CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
Bayesian methods and probabilistic programming in Python with PyMC
bharathgs/Awesome-pytorch-list
A comprehensive list of PyTorch-related content on GitHub, including models, libraries, and tutorials.
kmario23/deep-learning-drizzle
A comprehensive collection of deep learning, reinforcement learning, and machine learning resources for vibe coders.
roboticcam/machine-learning-notes
Continuously updated machine learning and deep learning notes and demos by a dedicated researcher.
pymc-devs/pymc
A powerful Bayesian modeling and probabilistic programming library for Python developers.
pyro-ppl/pyro
A deep universal probabilistic programming library for Python and PyTorch, enabling Bayesian machine learning.
mxgmn/MarkovJunior
A probabilistic language based on pattern matching and constraint propagation for procedural generation.
probml/pyprobml
Python code for a book on probabilistic machine learning, with support for various ML frameworks.
probml/pml-book
A book series on probabilistic machine learning for developers building AI-powered applications.
awslabs/gluonts
A Python library for probabilistic time series modeling and forecasting, useful for data scientists and ML engineers.
blei-lab/edward
Edward is a probabilistic programming language in TensorFlow for deep generative models and variational inference.
tensorflow/probability
Probabilistic reasoning and statistical analysis tools built on TensorFlow for data scientists and ML researchers.
Nixtla/neuralforecast
Scalable neural forecasting algorithms for time-series data, with support for various deep learning models.
Janspiry/Image-Super-Resolution-via-Iterative-Refinement
Unofficial PyTorch implementation of an image super-resolution model using iterative refinement.
openai/improved-diffusion
Improved Denoising Diffusion Probabilistic Models for AI applications
pgmpy/pgmpy
Python library for Causal AI and Bayesian networks
pyro-ppl/numpyro
A probabilistic programming library powered by NumPy and JAX for Bayesian inference and MCMC sampling.
TuringLang/Turing.jl
Turing.jl is a powerful Bayesian inference library for probabilistic programming in the Julia language.
moj-analytical-services/splink
Fast, accurate, and scalable probabilistic data linkage with support for multiple SQL backends.
ermongroup/cs228-notes
Course notes for CS228: Probabilistic Graphical Models, focusing on SCSS
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