A collection of learning resources for curious software engineers

Code for Anisotropic Redshift Distributions in Angular Clustering

Simulation-based inference toolkit

A system for scientific simulation-based inference at scale.

Astrostatistics and Machine Learning class for the MSc degree in Astrophysics at the University of Milan-Bicocca (Italy)

A comprehensive list of published machine learning applications to cosmology

Likelihood-free AMortized Posterior Estimation with PyTorch

Photometric error model for astronomical imaging surveys

https://huyenchip.com/ml-interviews-book/

Materials for Astropy Workshops

Normalizing Flows in JAX 🌊

Bayesian AGN Decomposition Analysis for SDSS Spectra

I provide a python package for transformations between WD photometry (Gaia, SDSS, WISE, and many more) and physical parameters, based on interpolation of existing atmosphere grid and cooling models…

Python scripts for making conference badges from a CSV file of attendees

Companion website to Adrian Price-Whelan's plenary at the AAS 237 meeting.

Quasar and emission line precise redshift fitting from prior

Inject artificial sources and rerun the pipeline to understand systematics

A consolidation of notebooks and papers on photometric redshift estimation.