Probabilistic programming

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- βTensorFlow Probability - Library for probabilistic reasoning and statistical analysis in TensorFlow.
- βNumPyro - Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
- βPyMC3 - Python package for Bayesian statistical modeling and Probabilistic Machine Learning focusing on advanced Markov chain Monte Carlo (MCMC) and variational inference (VI) algorithms.
- βRanked Programming - Ranked Programming Extension for Racket. Ranked programming is similar to probabilistic programming, except that the underlying uncertainty formalism is replaced with ranking theory.
- βBean Machine - Probabilistic programming language for inference over statistical models written in the Python language using a declarative syntax.

Last modified 27d ago

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