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1. CNN2D-Cosmology-Interpretability CNN2D-Cosmology-Interpretability Public

   Using convolutional neural networks to analyse the scales and morphological features of the cosmic web and understand the origin of the cosmological information. This repository contains codes with…

   Jupyter Notebook

2. Denoiser3D-IFU Denoiser3D-IFU Public

   Methodological pipelines for sparsity and deep learning-based denoising of spectral data cubes of high-redshift galaxies with a multi-tiered data approach: synthetic toy models, zoom-in cosmologica…

   Python

3. ANN-power-spec ANN-power-spec Public

   A set of python notebooks which infer and analyse the cosmological parameter from power spectrum of Gaussian density field maps using fully connected neural networks and hyperparameter optimisation

   Jupyter Notebook 1

4. CNN2D-GDF CNN2D-GDF Public

   CNN2D-GDF: CNN-based analysis of 2D Gaussian density fields to predict cosmological parameters.

   Python 1

5. GNN-3DCOM GNN-3DCOM Public

   A program to calculate the centre of mass of n points of unique masses, scattered randomly in a 3D box using graph neural networks (GNNs)

   Jupyter Notebook

6. astrolore astrolore Public

   Forked from sharifikayvon/astrolore

   Find the nearest sci-fi object in the sky

   Python