Pyro
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About
Pyro is a universal probabilistic programming language (PPL) written in Python, backed by PyTorch. It enables flexible and expressive deep probabilistic modeling and is designed to unify modern deep learning with Bayesian modeling. Pyro is capable of representing any computable probability distribution, supports large datasets with minimal overhead, and is built on a small core of powerful abstractions. Pyro aims for automation when necessary, while also allowing user control when needed.
Platform
Features
• deep probabilistic modeling
• automation and control options
• minimalistic core architecture
• scalable to large datasets
• flexible probability distributions
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Free
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