AgentM-GEG
I am a Postdoctoral Researcher with the University of Minnesota Zooniverse Team working on Astrophysics, Machine Learning, and Biomedical research questions.
University of Minnesota, Twin CitiesMinneapolis
Pinned Repositories
residual_feature_extraction
A pipeline that carries out feature extraction of residual substructure within the residual images produced by popular galaxy structural-fitting routines such as GALFIT, GIM2D, etc. This pipeline works on model-subtracted residual images by popular structural fitting routines (e.g., GALFIT, GIM2D, etc) to extract faint low surface brightness features by isolating flux-wise and area-wise significant contiguous pixels regions by rigourous masking routine. This routine accepts the image cubes (original image, model image, residual image) and generates several data products
retrieve-sdss-jpegs
A simple script to use SDSS SciServer frontend to retrieve JPEGs of galaxies across different data releases.
GalaxyPairs
This repository is meant as one stop shop for my recent project related to finding major mergers using Galaxy close pairs. Standalone description and codes with functionality comments can be found here
HSC_Download
A repository containing scripts that enable download of images from the HSC archive
mergers_ionization_states
patchGAN-FatChecker
patchGAN model for image segmentation on FatChecker Data
PRN-Zooniverse-ML
wGAN-pytorch-veritas
Wasserstein GAN built in PyTorch using for the purpose of anomaly detection on VERITAS images
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
patchGAN
patchGAN model for image segmentation
AgentM-GEG's Repositories
AgentM-GEG/mergers_ionization_states
AgentM-GEG/HSC_Download
A repository containing scripts that enable download of images from the HSC archive
AgentM-GEG/retrieve-sdss-jpegs
A simple script to use SDSS SciServer frontend to retrieve JPEGs of galaxies across different data releases.
AgentM-GEG/PRN-Zooniverse-ML
AgentM-GEG/wGAN-pytorch-veritas
Wasserstein GAN built in PyTorch using for the purpose of anomaly detection on VERITAS images
AgentM-GEG/patchGAN-FatChecker
patchGAN model for image segmentation on FatChecker Data
AgentM-GEG/residual_feature_extraction
A pipeline that carries out feature extraction of residual substructure within the residual images produced by popular galaxy structural-fitting routines such as GALFIT, GIM2D, etc. This pipeline works on model-subtracted residual images by popular structural fitting routines (e.g., GALFIT, GIM2D, etc) to extract faint low surface brightness features by isolating flux-wise and area-wise significant contiguous pixels regions by rigourous masking routine. This routine accepts the image cubes (original image, model image, residual image) and generates several data products
AgentM-GEG/GalaxyPairs
This repository is meant as one stop shop for my recent project related to finding major mergers using Galaxy close pairs. Standalone description and codes with functionality comments can be found here