multi-purpose lens modeling software package
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Updated
Jun 7, 2024 - Python
multi-purpose lens modeling software package
Python code for calculating non-parametric morphological diagnostics of galaxy images.
Imfit: an open-source astronomical image-fitting program.
Python wrapper for Imfit (https://github.com/perwin/imfit)
ML framework to estimate Bayesian posteriors of galaxy morphological parameters
This repository contains the code Profiler, a Python program for decomposing galaxy light profiles in 1D
The Paper for Galaxy Morphology Classification using EfficientNets
Repository of my Bachelor Thesis in Physics about Machine Learning Models For Galaxy Morphology
Data files, code, and Jupyter notebooks for paper on frequency of bars in spiral galaxies, using S4G data
Using Deep Learning tools in Galaxy Morphology as part of Inter-University Center for Astronomy and Astrophysics (IUCAA)
Official repository of code for "Galaxy Morphology Classification using EfficientNet Architectures"
Using DL (CNNs) and ML (Tree-based methods) on image pixels and other extracted features (eg: FFT) for classification of merger galaxies.
A python based machine learning toolkit for recovering the kinematic disorder of galaxies based on their velocity maps as well as returning an inclination-dependent position angle prediction for further kinematic modelling.
Testing some methods for recognize the morphology of a galaxy, based only on the images.
Files and code for reproducing analysis and figures in Erwin et al. (2020) paper on NGC 4608 and NGC 4643.
Classifying galaxies based on spectral analysis
Scientific Initiation Reports in Computer Engineering and Astronomy
Files and Jupyter notebooks for paper on frequency and sizes of double bars and nuclear rings in local barred galaxies.
Repository contente la mia soluzione al progetto dell'esame di Introduction To Machine Learning svolto nel 2021.
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