Metadata-Version: 2.1
Name: bayne
Version: 0.2.1
Summary: Bayesian Neural Networks in Pytorch
Home-page: https://github.com/zinoex/bayne
Author: Frederik Baymler Mathiesen
Author-email: frederik@baymler.com
Project-URL: Bug Tracker, https://github.com/zinoex/bayne/issues
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: GNU General Public License v3 (GPLv3)
Classifier: Operating System :: OS Independent
Requires-Python: >=3.6
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: torch
Requires-Dist: numpy
Requires-Dist: pyro-ppl
Requires-Dist: tqdm

# Bayne - Bayesian Neural Networks
Pytorch/Pyro-based Bayesian Neural Networks library

Features:
- Markov Chain Monte Carlo (MCMC)
  - Fully connected neural network with ReLU, Sigmoid, or Tanh activation
  - Configurable prior & likelihood
  - Hamiltonian Monte Carlo or NUTS sampler

Authors:
- Frederik Baymler Mathiesen, PhD student @ TU Delft, Netherlands
