Alternatives and similar repositories for Quarks2CosmosDataChallenge

Users that are interested in Quarks2CosmosDataChallenge are comparing it to the libraries listed below

• GalSim-developers / JAX-GalSim
  JAX port of GalSim, for parallelized, GPU accelerated, and differentiable galaxy image simulations.
  ☆29Updated 3 weeks ago
• EiffL / LLMAssistedResearch
  Exploring how ChatGPT can be used to accelerate research in cosmology.
  ☆12Updated 2 years ago
• DifferentiableUniverseInitiative / GalFlow
  A TensorFlow reimplementation of GalSim
  ☆10Updated 3 years ago
• Ciela-Institute / tarp
  Coverage tests to check the quality of your posterior estimators.
  ☆31Updated last year
• hsimonfroy / benchmark-field-level
  Benchmarking field-level cosmological inference from galaxy surveys.
  ☆11Updated last month
• AngusWright / AstroStats
  Repository for Angus H Wright's AstroStatistics Lecture Materials
  ☆13Updated 3 years ago
• mwalmsley / galaxy_mnist
  Galaxy images labelled by morphology (shape). Aimed at ML development and teaching.
  ☆39Updated 2 years ago
• changhoonhahn / provabgs
  PRObabilistic Value-Added Bright Galaxy Survey (PROVABGS)
  ☆18Updated last year
• CosmoStat / shapepipe
  Shape Measurement Pipeline
  ☆17Updated 2 months ago
• mirochaj / ares
  Accelerated Reionization Era Simulations
  ☆15Updated last week
• DifferentiableUniverseInitiative / sbi_lens
  A python package for Weak Lensing Implicit Inference with Differentiable Simulator
  ☆17Updated last year
• esheldon / metadetect
  Library for meta-detection, combining detection and metacalibration
  ☆12Updated 3 weeks ago
• tlmakinen / cosmicGraphs
  Investigating the information content in the cosmic web through dark matter halo graphs. Arxiv paper: https://arxiv.org/abs/2207.05202
  ☆13Updated last year
• LSSTDESC / surveycodex
  The galaxy survey codex
  ☆16Updated last year
• maho3 / ltu-ili
  Robust ML in Astro
  ☆63Updated last week
• LSSTDESC / descwl-shear-sims
  simple simulations for testing weak lensing shear measurement
  ☆11Updated last month
• dpiras / cosmopower-jax
  Differentiable cosmological emulators: the JAX version of CosmoPower
  ☆40Updated 2 months ago
• beckermr / shape-measurement-tutorials
  tutorials on shape measurement
  ☆10Updated 3 years ago
• CosmoStat / Tutorials
  Educational materials for topics related to CosmoStat activities.
  ☆39Updated 2 years ago
• CosmoStat / jax-lensing
  A JAX package for weak gravitational lensing
  ☆35Updated last year
• VMBoehm / MADLens
  a differentiable lensing simulator
  ☆10Updated 3 years ago
• cbottrell / RealSim
  RealSim is the statistical observational realism suite described in Bottrell et al 2017ab and made public in Bottrell et al 2019b.
  ☆11Updated 4 years ago
• ml4astro / galaxy2galaxy
  Library of models, datasets, and utilities to build generative models for astronomical images.
  ☆27Updated 4 years ago
• changhoonhahn / SEDflow
  Accelerated Bayesian SED modeling using Amortized Neural Posterior Estimation
  ☆24Updated 6 months ago
• lenstronomy / JAXtronomy
  JAX port of lenstronomy, for parallelized, GPU accelerated, and differentiable gravitational lensing and image simulations.
  ☆18Updated 3 weeks ago
• CosmoLike / cocoa
  ☆20Updated this week
• Herculens / herculens
  Differentiable strong lens modelling on CPUs and GPUs
  ☆27Updated last month
• wangbingjie / sbi_pp
  Simulation-based (likelihood-free) inference customized for astronomical applications
  ☆29Updated 9 months ago
• mr-superonion / FPFS
  A fast, accurate estimator for small shear distortion.
  ☆14Updated 10 months ago
• ANSalcedo / Beyond2ptMock
  Beyond-2pt blind data challenge
  ☆17Updated last year