Boltzmann Machines in TensorFlow with Examples: RBM, DBM, AIS

In plain words

This is a GitHub repository containing implementations of Boltzmann machines using TensorFlow, including Restricted Boltzmann Machines (RBM), Deep Boltzmann Machines (DBM), and Annealed Importance Sampling (AIS). It is designed for machine learning practitioners and researchers who want to understand and work with these probabilistic graphical models. The repository provides practical code examples that demonstrate how to build and train these neural network architectures.

written from the facts on this page · September 2026

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