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b4tf is a Python library providing a set of bayesian neural network algorithms based on TensorFlow. Bayesian neural network can estimate the uncertainty of its prediction, which allows human to judge how trustful the prediction is. Also some machine learning techniques can be interpreted in the framework of bayesian.

b4tf is still under development and we’d welcome your feedback. Please look at contribution guide.

Here, we provide user guide and more general documentation for bayesian neural network.

1 b4tf User Guide

  1. Installation
  2. Implemented Algorithms
  3. API Class References
  4. FAQ
  5. Misc

2 Baysian Neural Network

  1. From the Perspective of Bayes
  2. Bayes Techniques