Edward

Probabilistic programming library/language for modeling, inference, and criticism. It is a testbed for fast experimentation and research with probabilistic models, ranging from classical hierarchical models on small data sets to complex deep probabilistic models on large data sets.

There's two flavors of this, Edward and Edward2; the first is a Python library, the second, a language.

Edward2

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Migrating from Edward to Edward2

Edward

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It is a testbed for fast experimentation and research with probabilistic models, ranging from classical hierarchical models on small data sets to complex deep probabilistic models on large data sets. Edward fuses three fields: Bayesian statistics and machine learning, deep learning, and probabilistic programming.

Tags: language   python   probablistic  

Last modified 05 February 2024