Pinned Loading

1. SkyExplain/SkyNeuralNets SkyExplain/SkyNeuralNets Public

   Machine learning analysis for cosmological model selection with neural networks

   Python 1 1

2. SkyExplain/Sandbox SkyExplain/Sandbox Public

   Repository for notebooks, scripts and tutorial for the SkyExplain project

   Jupyter Notebook 1

3. SkyExplain/SkySimulation SkyExplain/SkySimulation Public

   Cosmological data generation for machine-learning model-selection

   Python 1 2

4. CMB_ML_based_model_selection CMB_ML_based_model_selection Public

   Neural networks for model selection and feature importance at the level of the CMB angular power spectra for JCAP02(2025)004 (arXiv:2410.05209)

   Jupyter Notebook 3

5. SkyExplain/SkyInterpret SkyExplain/SkyInterpret Public

   Interpretability tools for machine-learning powered cosmological model selection and classification

   Python 1 1

6. Growth_LSS_model_selection_Lime Growth_LSS_model_selection_Lime Public

   This repository hosts the ML analysis files for arxiv:2406.08351. The Neural Network for model classification, as well as the implementation of LIME, for feature importance.

   Jupyter Notebook