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The Top 10 Probabilistic Programming Open Source Projects
Open source projects categorized as Probabilistic Programming
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bharathgs/Awesome-pytorch-list
⭐
14,715
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
dependent packages
0
total releases
0
most recent commit
about 2 years ago
pyro-ppl/pyro
⭐
8,255
Deep universal probabilistic programming with Python and PyTorch
dependent packages
0
total releases
0
most recent commit
about 2 years ago
pymc-devs/pymc
⭐
7,996
Bayesian Modeling and Probabilistic Programming in Python
dependent packages
0
total releases
0
most recent commit
about 2 years ago
probml/pyprobml
⭐
6,066
Python code for "Probabilistic Machine learning" book by Kevin Murphy
dependent packages
0
total releases
0
most recent commit
over 2 years ago
mxgmn/MarkovJunior
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5,951
Probabilistic language based on pattern matching and constraint propagation, 153 examples
dependent packages
0
total releases
0
most recent commit
almost 3 years ago
blei-lab/edward
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4,503
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
dependent packages
0
total releases
0
most recent commit
over 6 years ago
tensorflow/probability
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4,028
Probabilistic reasoning and statistical analysis in TensorFlow
dependent packages
0
total releases
0
most recent commit
about 2 years ago
pyro-ppl/numpyro
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2,597
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
dependent packages
0
total releases
0
most recent commit
2 months ago
thu-ml/zhusuan
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2,139
A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow
dependent packages
0
total releases
0
most recent commit
over 3 years ago
TuringLang/Turing.jl
⭐
1,925
Bayesian inference with probabilistic programming.
dependent packages
0
total releases
0
most recent commit
about 2 years ago
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