multi-purpose lens modeling software package
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Updated
Jun 7, 2024 - Python
multi-purpose lens modeling software package
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
Python code for calculating non-parametric morphological diagnostics of galaxy images.
Repo for my thesis research development at UC Riverside: "Classifying Galaxy Morphologies Using Bayesian Neural Networks for LSST"
Unsupervised galaxy masking to remove background source detections
Repository of my Bachelor Thesis in Physics about Machine Learning Models For Galaxy Morphology
Merger galaxies classification using deep learning
Files and Jupyter notebooks for paper on frequency and sizes of double bars and nuclear rings in local barred galaxies.
Files and Jupyter notebooks for paper on bar major-axis profiles
Official repository of code for "Galaxy Morphology Classification using EfficientNet Architectures"
Data files, code, and Jupyter notebooks for paper on frequency of bars in spiral galaxies, using S4G data
Creating a Convolutionional Neural Network to Identify Jellyfish Galaxies
Files and code for reproducing analysis and figures in Erwin et al. (2020) paper on NGC 4608 and NGC 4643.
Galaxy morphology classification with Convolutional Neural Networks
Repository contente la mia soluzione al progetto dell'esame di Introduction To Machine Learning svolto nel 2021.
Scientific Initiation Reports in Computer Engineering and Astronomy
Using DL (CNNs) and ML (Tree-based methods) on image pixels and other extracted features (eg: FFT) for classification of merger galaxies.
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