Make arbitrary-scale (100k+ galaxies) predictions (inc. representations) from Zoobot

a galaxy surface bightness fitting code via gradient descent

Robust ML in Astro

The routine of obtaining the intrinsic 3D shape distributions of galaxies given the projected size-shape distributions.

Codes and notebooks related to arXiv 2006.04294

Repository for the project "DeepShadows: Separating LSBGs from artifacts using Deep Learning"

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

A library for GALFIT

Bayesian Modeling and Probabilistic Programming in Python

Python package for calculating Petrosian properties and fitting galaxy light profiles

A few python classes to parse through galfit output fits files to retrieve fit information

A simple galfit wrapper for python

Development version of mtobjects, a tool for finding objects in astronomical images.

Accelerated Bayesian SED modeling using Amortized Neural Posterior Estimation

Cesium Web Frontend

Codespaces template for creating and deploying your own React portfolio

Using Contrastive Domain Discrepancy for class-aware domain adaptation to study galaxy mergers.

Setup PyTorch on Mac/Apple Silicon plus a few benchmarks.

A collaboration friendly studio for NeRFs

Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)

A workflow for reproducible and open scientific articles

The tiniest of Gaussian Process libraries

dotAstronomy Hacks Collector: a repository for past and present dotAstronomy hacks

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

Source code for the LabelMe annotation tool.

CosmiQ Works Geospatial Machine Learning Analysis Toolkit

GeoJSON utilities that will make your life easier.

PyTorch implementation of DeepDream algorithm (Mordvintsev et al.). Additionally I've included playground.py to help you better understand basic concepts behind the algo.