pyro-ppl

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13 repositories

numpyro
Public
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
numpy hmc pyro jax inference-algorithms probabilistic-programming bayesian-inference mcmc
Python
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Apache License 2.0
•247•2.3k•38•13•Updated Dec 18, 2024Dec 18, 2024
pyro
Public
Deep universal probabilistic programming with Python and PyTorch
probabilistic-programming bayesian variational-inference probabilistic-modeling python machine-learning deep-learning pytorch bayesian-inference
Python
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Apache License 2.0
•985•8.6k•232•29•Updated Dec 4, 2024Dec 4, 2024
brmp
Public
Bayesian Regression Models in Pyro
Jupyter Notebook
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Apache License 2.0
•8•70•30•1•Updated Jul 25, 2024Jul 25, 2024
pyro-models
Public
Repository of models in Pyro
Python
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Apache License 2.0
•5•29•1•1•Updated Jul 25, 2024Jul 25, 2024
website
Public
Pyro website
HTML
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MIT License
•4•0•1•1•Updated Jun 2, 2024Jun 2, 2024
funsor
Public
Functional tensors for probabilistic programming
machine-learning numpy pytorch symbolic probabilistic-programming jax pyro
Python
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Apache License 2.0
•20•236•69•21•Updated Aug 31, 2023Aug 31, 2023
pyroed
Public
Bayesian optimization of discrete sequences
design experiment optimization pytorch optimal bayesian sequential pyro combinatorial
Python
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Apache License 2.0
•1•19•3•0•Updated Mar 27, 2022Mar 27, 2022
pyro-api
Public
Generic API for dispatch to Pyro backends.
Python
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Apache License 2.0
•5•16•2•1•Updated Feb 13, 2022Feb 13, 2022
datasets
Public
Datasets for Pyro tutorials and tests
0•0•0•0•Updated Jan 31, 2022Jan 31, 2022
sandbox
Public
Pyro models and misc examples.
Jupyter Notebook
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Apache License 2.0
•9•19•0•1•Updated May 10, 2021May 10, 2021
community
Public
Governance for Pyro, NumPyro, and related projects
Apache License 2.0
•0•0•0•0•Updated Nov 13, 2020Nov 13, 2020
Pyro-M5-Starter-Kit
Public
Learn Pyro through the M5 forecasting competition
Python
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Apache License 2.0
•10•84•1•0•Updated Apr 7, 2020Apr 7, 2020
artwork
Public
Pyro logos in standard formats and various colors.
0•0•0•0•Updated Feb 7, 2019Feb 7, 2019