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A library for probabilistic modeling, inference, and criticism. Edward is a Python library for probabilistic 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. Edward fuses three fields, Bayesian statistics and machine learning, deep learning, and probabilistic programming. Edward is built on TensorFlow. It...

...Don't hesitate to mod it, just don't forget to give credit to the original author Majak Akec. To test it, download the EXE from 'bin'. Run the EXE than type 'hello.cl'. Also, to get the most out of it, try out Pond IDE made by Wasif Boksh - it's epic! Experiment & explore.