From c65cea82c7e5230ee15088b70f6c5362dba93e3d Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Teemu=20H=C3=A4rk=C3=B6nen?=
 <76411912+ththarkonen@users.noreply.github.com>
Date: Thu, 30 Nov 2023 17:21:16 +0200
Subject: [PATCH] Create README.md

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+# Partially Bayesian neural network correcting neural network
+Implementantion of the neural network architecture described in the paper ([doi.org/10.48550/arXiv.2310.08055](https://doi.org/10.48550/arXiv.2310.08055)).
+The network uses a Bayesian convolutional layer combined with deterministic convolutional and dense layers and a probabilistic output layer.
+The output layer is modelled as a gamma process. For more details, see the paper above and the [Specnet architecture](https://github.com/Valensicv/Specnet) and the associated paper.
+
+# References
+If you find the software useful, please cite ([doi.org/10.48550/arXiv.2310.08055](https://doi.org/10.48550/arXiv.2310.08055)).