Edward

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Edward is a Python library for probabilistic modeling, inference, and criticism, designed for fast experimentation and research with probabilistic models.

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核心功能

Supports directed graphical models

Includes neural networks via TensorFlow and Keras

Offers variational inference methods

Provides Monte Carlo sampling techniques

Enables model criticism with evaluations and checks

适用场景

Research in probabilistic modelingDevelopment of deep probabilistic modelsStatistical analysis of data

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ResearchersData scientistsMachine learning engineers

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Edward

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