Alternatives and similar repositories for astro-machines

Users that are interested in astro-machines are comparing it to the libraries listed below

• mwalmsley / galaxy_mnist
  Galaxy images labelled by morphology (shape). Aimed at ML development and teaching.
  ☆40Updated 2 years ago
• georgestein / ssl-legacysurvey
  Data and codes for self-supervised learning on the DESI legacy surveys
  ☆42Updated last year
• MichelleLochner / astronomaly
  A flexible framework for anomaly detection in astronomy.
  ☆102Updated this week
• pmelchior / spender
  Spectrum encoder and decoder
  ☆45Updated 7 months ago
• deepskies / deeplenstronomy
  A pipeline for versatile strong lens sample simulations
  ☆33Updated last year
• dangilman / pyHalo
  A python toolkit for rendering populations of dark matter halos for gravitational lensing simulations
  ☆40Updated 3 weeks ago
• mwalmsley / zoobot
  Classifies galaxy morphology with Bayesian CNN
  ☆110Updated last month
• dtanoglidis / DeepShadows
  Repository for the project "DeepShadows: Separating LSBGs from artifacts using Deep Learning"
  ☆19Updated 2 years ago
• changhoonhahn / SEDflow
  Accelerated Bayesian SED modeling using Amortized Neural Posterior Estimation
  ☆24Updated 7 months ago
• LSST-strong-lensing / slsim
  Strong lensing simulation pipeline
  ☆35Updated this week
• lenstronomy / lenstronomy-tutorials
  Extension modules to the lenstronomy software package
  ☆66Updated 2 months ago
• changhoonhahn / provabgs
  PRObabilistic Value-Added Bright Galaxy Survey (PROVABGS)
  ☆18Updated last year
• tcollett / LensPop
  ☆26Updated 7 years ago
• gbrammer / grizli-notebooks
  Notebooks running aspects of the GRIZLI image/slitless pipeline
  ☆13Updated last year
• gully / blase
  Interpretable Machine Learning for astronomical spectroscopy in PyTorch and JAX
  ☆28Updated 5 months ago
• TDCOSMO / hierarchy_analysis_2020_public
  End-to-end analysis pipeline of the hierarchical time delay cosmographic analysis presented in TDCOSMO IV
  ☆12Updated 5 years ago
• astro-datalab / notebooks-latest
  Default set of Data Lab notebooks, by DL team and contributed by users
  ☆77Updated this week
• Autostronomy / AutoProf
  Automatic Isophotal solutions for galaxy images
  ☆33Updated 10 months ago
• rubin-dp0 / tutorial-notebooks
  Tutorial Jupyter Notebooks for Data Preview 0, created and maintained by the Rubin Observatory Community Science Team.
  ☆42Updated 5 months ago
• sibirrer / strong_lensing_lectures
  A set of interactive lecture notes about strong gravitational lensing
  ☆59Updated 8 months ago
• pmelchior / skymapper
  Mapping astronomical survey data on the sky, handsomely
  ☆50Updated last year
• DataDrivenGalaxyEvolution / galevo23-tutorials
  Tutorials for the KITP Galevo23 program
  ☆29Updated 2 years ago
• fcastagna / JoXSZ
  Joint X-ray and SZ data fitting code for galaxy clusters in Python
  ☆11Updated 3 years ago
• ACCarnall / sed_fitting_tutorial
  A tutorial on how to set up a very basic galaxy SED fitting routine.
  ☆24Updated 7 years ago
• wangbingjie / sbi_pp
  Simulation-based (likelihood-free) inference customized for astronomical applications
  ☆29Updated 11 months ago
• joshspeagle / frankenz
  A photometric redshift monstrosity
  ☆16Updated 7 years ago
• jdalcanton / Scientific-Writing-Workshop
  Notes and resources for Astronomy 597 at University of Washington Department of Astronomy
  ☆27Updated 5 years ago
• maho3 / ltu-ili
  Robust ML in Astro
  ☆68Updated last month
• PetroFit / petrofit
  Python package for calculating Petrosian properties and fitting galaxy light profiles
  ☆30Updated last month
• arielmission-space / Mission_Candidate_Sample
  Repository for the Ariel Mission Candidate Sample
  ☆14Updated 2 months ago