Plotting and analysis tools for ARTIS simulations
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Updated
May 17, 2024 - Python
Plotting and analysis tools for ARTIS simulations
A Bayesian inference software package for end-to-end fitting and interpretation of electromagnetic transients
Fulu is a python library of supernova light curves approximation methods based on machine learning.
Python library for supernova cosmology
Code for collecting and visualization of astronomical data
Supernova light-curve fitting code
Supernova ratio calculator for x-ray observations of galaxies and galaxy clusters.
Modular Open Source Fitter for Transients
🌌 Parse supernovae records (from the Open Astronomy Catalog, Transient Name Server, etc.) into Postgresql databases prepared for fast cross-matching
A notebook to learn about ML for astronomy through BTSbot.
Open Astronomy Catalog API
SuperNova Artificial Inference by Lstm neural networks (SNAIL)
Main tools and results from arxiv:
A CPU/GPU Accelerated Multi-dimensional Magnetohydrodynamics Code
Package to interact with `LSST` `OpSim` outputs for simulations of Time Domain Astronomy objects.
Embedding 3D Turbulence into 1D Core-Collapse Supernovae with ML
Deep Learning of Supernova Ia Parameters
Effective calibration prior on the absolute magnitude of Type Ia supernovae
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