Alternatives and similar repositories for galaxy-datasets

Users that are interested in galaxy-datasets 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
• mwalmsley / zoobot
  Classifies galaxy morphology with Bayesian CNN
  ☆113Updated last month
• georgestein / ssl-legacysurvey
  Data and codes for self-supervised learning on the DESI legacy surveys
  ☆44Updated last year
• henrysky / Galaxy10
  A CIFAR10-like galaxy image dataset
  ☆43Updated 2 weeks ago
• GalSim-developers / JAX-GalSim
  JAX port of GalSim, for parallelized, GPU accelerated, and differentiable galaxy image simulations.
  ☆31Updated last week
• pmelchior / spender
  Spectrum encoder and decoder
  ☆46Updated last month
• AlexandreAdam / score_models
  A repository to store state of the art score model architectures
  ☆59Updated this week
• Ciela-Institute / tarp
  Coverage tests to check the quality of your posterior estimators.
  ☆32Updated last year
• ThomasHelfer / multimodal-supernovae
  A codebase dedicated to exploring multimodal learning approaches by integrating images of host galaxies of supernovae and their correspon…
  ☆15Updated 10 months ago
• Ciela-Institute / caustics
  A gravitational lensing simulator for the machine learning era.
  ☆48Updated this week
• lincc-frameworks / hyrax
  Hyrax - A framework for machine learning in astronomy
  ☆25Updated this week
• PolymathicAI / AION
  Polymathic's Large Omnimodal Model for Astronomy
  ☆89Updated last month
• DifferentiableUniverseInitiative / sbi_lens
  A python package for Weak Lensing Implicit Inference with Differentiable Simulator
  ☆17Updated last year
• JAXtronomy / awesome-JAXtronomy
  Curated list of astronomy/astrophysics code packages using JAX
  ☆51Updated last week
• giga-lens / gigalens
  Gradient Informed, GPU Accelerated Lens modelling (GIGALens) -- a package for fast Bayesian inference on strong gravitational lenses.
  ☆11Updated 2 months ago
• LSST-strong-lensing / slsim
  Strong lensing simulation pipeline
  ☆36Updated this week
• Herculens / herculens
  Differentiable strong lens modelling on CPUs and GPUs
  ☆26Updated 2 months ago
• maho3 / ltu-ili
  Robust ML in Astro
  ☆71Updated 3 months ago
• pmelchior / scarlet2
  Astronomical source modeling in jax
  ☆25Updated this week
• changhoonhahn / SEDflow
  Accelerated Bayesian SED modeling using Amortized Neural Posterior Estimation
  ☆25Updated 9 months ago
• EiffL / Quarks2CosmosDataChallenge
  Material for the CMU Quarks2Cosmos Conference Data Challenges
  ☆14Updated 2 years ago
• dangilman / pyHalo
  A python toolkit for rendering populations of dark matter halos for gravitational lensing simulations
  ☆44Updated this week
• hsimonfroy / benchmark-field-level
  Benchmarking field-level cosmological inference from galaxy surveys.
  ☆12Updated 4 months ago
• smsharma / PAPERCLIP-Hubble
  Semantic alignment of astronomical data with natural language using multi-modal models. (Jax) Code associated with https://arxiv.org/abs/…
  ☆17Updated last year
• avapolzin / spike
  All-in-one tool to generate, and correctly drizzle, HST, JWST, and Roman PSFs.
  ☆12Updated last week
• swagnercarena / paltas
  Conduct simulation-based inference on strong gravitational lensing systems.
  ☆17Updated last year
• aymgal / SLITronomy
  Updated version of the Sparse Lens Inversion Technique (SLIT) for use within the lens modelling code lenstronomy
  ☆10Updated 3 years ago
• henrysky / astroNN_stars_foundation
  Code for Leung & Bovy 2023
  ☆25Updated last year
• maxmen / LensingLectures
  ☆22Updated 4 years ago
• Smith42 / astroPT
  Transformer based foundation model for astronomy
  ☆43Updated 3 weeks ago