Inference diagnostics for mostly SBI

Inference diagnostics for mostly SBI

Train across all your devices, ezpz 🍋

Github Pages template based upon HTML and Markdown for personal, portfolio-based websites.

Transformer based foundation model for astronomy

Demonstration and tutorial notebooks for the Higra library

Fully Adaptive Bayesian Algorithm for Data Analysis (FABADA) is a new approach of noise reduction methods. In this repository is shown the package developed for this new method based on Sánchez-Ala…

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