Deep universal probabilistic programming with Python and PyTorch
Python 9.1k 1k
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
Python 2.8k 318
Functional tensors for probabilistic programming
Python 250 26
Bayesian optimization of discrete sequences
Python 23 1
Learn Pyro through the M5 forecasting competition
Python 88 10
Bayesian Regression Models in Pyro
Jupyter Notebook 75 8
Datasets for Pyro tutorials and tests
Repository of models in Pyro
Pyro website
Generic API for dispatch to Pyro backends.
Pyro models and misc examples.