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bharathgs/Awesome-pytorch-list

A comprehensive list of PyTorch-related content on GitHub, including models, libraries, and tutorials.

16.4K
Archived
LLM Frameworks
PyTorch
#deep-learning#machine-learning#neural-networks

pymc-devs/pymc

A powerful Bayesian modeling and probabilistic programming library for Python developers.

9.5K
Active
Python
LLM Frameworks
Python
#bayesian-inference#mcmc#probabilistic-programming

pyro-ppl/pyro

A deep universal probabilistic programming library for Python and PyTorch, enabling Bayesian machine learning.

9.0K
Experimental
Python
LLM Frameworks
API Frameworks
PyTorch
#bayesian#probabilistic-modeling#variational-inference

mxgmn/MarkovJunior

A probabilistic language based on pattern matching and constraint propagation for procedural generation.

8.0K
Stable
C#
C#
#procedural-generation#markovjunior#probabilistic-programming

probml/pyprobml

Python code for a book on probabilistic machine learning, with support for various ML frameworks.

7.0K
Stable
Jupyter Notebook
ML Ops
Books & Guides
PyTorch
#machine-learning#probabilistic-programming#jupyter-notebooks

blei-lab/edward

Edward is a probabilistic programming language in TensorFlow for deep generative models and variational inference.

4.8K
Archived
Jupyter Notebook
LLM Frameworks
Data Science
TensorFlow
#bayesian-methods#deep-learning#neural-networks

tensorflow/probability

Probabilistic reasoning and statistical analysis tools built on TensorFlow for data scientists and ML researchers.

4.4K
Active
Jupyter Notebook
ML Ops
Databases
TensorFlow
#bayesian-methods#deep-learning#machine-learning

pyro-ppl/numpyro

A probabilistic programming library powered by NumPy and JAX for Bayesian inference and MCMC sampling.

2.6K
Active
Python
Inference
Caching
NumPy
#bayesian-inference#hmc#jax

TuringLang/Turing.jl

Turing.jl is a powerful Bayesian inference library for probabilistic programming in the Julia language.

2.2K
Active
Julia
LLM Frameworks
API Frameworks
#bayesian-inference#probabilistic-programming#bayesian-statistics

probcomp/Gen.jl

A general-purpose probabilistic programming system for building AI and ML applications.

1.8K
Stable
Julia
Machine Learning
Robotics
Julia
#bayesian#computer-vision#deep-learning

xavier-zy/Awesome-pytorch-list-CNVersion

A curated list of awesome PyTorch libraries, models, and tutorials in Chinese translation.

1.8K
Archived
Jupyter Notebook
Computer Vision
Natural Language Processing
PyTorch
#awesome-list#computer-vision#deep-learning

ExtensityAI/symbolicai

A neurosymbolic perspective on large language models for AI-powered coding and development

1.7K
Active
Python
LLM Frameworks
Agents & Orchestration
Python
#large-language-models#neurosymbolic-ai#probabilistic-programming

tylertreat/BoomFilters

Performant probabilistic data structures for processing continuous, unbounded streams in Go.

1.6K
Stable
Go
Caching
CLI Tools
#bloom-filter#count-min-sketch#cuckoo-filter

google/uncertainty-baselines

High-quality implementations of standard and state-of-the-art methods for Bayesian and probabilistic machine learning.

1.6K
Active
Python
ML Ops
Fine-tuning
TensorFlow
#bayesian-methods#probabilistic-programming#data-science

blackjax-devs/blackjax

BlackJAX is a Bayesian inference library for Python, focused on ease of use, speed, and modularity.

1.0K
Stable
Python
Inference
Sampling Methods
Python
#bayesian-inference#hamiltonian-monte-carlo#probabilistic-programming

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