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21cmgan icon 21cmgan

Tensorflow implementation of the PGGAN "21cmGAN" for the creation of 2D tomography samples of the 21cm brightness temperature during the Epoch of Reionization.

concretedropout icon concretedropout

Code for Concrete Dropout as presented in https://arxiv.org/abs/1705.07832

empl icon empl

The Earth Mover's Pinball Loss: Quantiles for Histogram-Valued Regression

gce_nn icon gce_nn

This repository contains the Tensorflow implementation of the papers "Dim but not entirely dark: Extracting the Galactic Center Excess' source-count distribution with neural nets" (arXiv:2107.09070) and "The GCE in a New Light: Disentangling the γ-ray Sky with Bayesian Graph Convolutional Neural Networks" (arXiv:2006.12504).

probability icon probability

Probabilistic reasoning and statistical analysis in TensorFlow

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