Alternatives and similar repositories for multimodal-supernovae

Users that are interested in multimodal-supernovae are comparing it to the libraries listed below

• JAXtronomy / awesome-JAXtronomy
  Curated list of astronomy/astrophysics code packages using JAX
  ☆45Updated 7 months ago
• astro-informatics / harmonic
  Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection
  ☆69Updated last month
• ohahn / DISCO-EB
  JAX-based linear Einstein-Boltzmann solver for cosmology
  ☆18Updated last week
• wangbingjie / sbi_pp
  Simulation-based (likelihood-free) inference customized for astronomical applications
  ☆29Updated 8 months ago
• henrysky / astroNN_stars_foundation
  Code for Leung & Bovy 2023
  ☆23Updated 10 months ago
• dfm / emcee-jax
  An experiment: emcee implemented in JAX
  ☆25Updated 3 years ago
• astrockragh / Mangrove
  Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.
  ☆24Updated 2 months ago
• Ciela-Institute / tarp
  Coverage tests to check the quality of your posterior estimators.
  ☆30Updated 11 months ago
• kmzzhang / nbi
  Package for Neural Posterior Estimation and Importance Sampling focused on Astronomical Applications
  ☆39Updated 4 months ago
• tingyuansen / deep-potential
  ☆16Updated 4 years ago
• AlexandreAdam / score_models
  A repository to store state of the art score model architectures
  ☆55Updated 7 months ago
• mwalmsley / galaxy_mnist
  Galaxy images labelled by morphology (shape). Aimed at ML development and teaching.
  ☆39Updated 2 years ago
• kazewong / jim
  Gravitational-wave data analysis tools in Jax
  ☆72Updated this week
• tedwards2412 / ripple
  Differentiable Gravitational Waveforms with JAX
  ☆60Updated last month
• exoplanet-dev / jaxoplanet
  Astronomical time series analysis with JAX
  ☆63Updated this week
• maho3 / ltu-ili
  Robust ML in Astro
  ☆58Updated 2 weeks ago
• h3jia / bayesfast
  Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.
  ☆27Updated 2 years ago
• DifferentiableUniverseInitiative / JaxPM
  JAX-powered Cosmological Particle-Mesh N-body Solver
  ☆48Updated last week
• GalacticDynamics / galax
  Galactic and Gravitational Dynamics in Python (+ GPU and autodiff)
  ☆39Updated last month
• hsimonfroy / benchmark-field-level
  Benchmarking field-level cosmological inference from galaxy surveys.
  ☆10Updated 2 months ago
• CosmoStat / jax-lensing
  A JAX package for weak gravitational lensing
  ☆35Updated last year
• changhoonhahn / SEDflow
  Accelerated Bayesian SED modeling using Amortized Neural Posterior Estimation
  ☆24Updated 4 months ago
• dpiras / cosmopower-jax
  Differentiable cosmological emulators: the JAX version of CosmoPower
  ☆40Updated 3 weeks ago
• eelregit / pmwd
  Differentiable Cosmological Forward Model
  ☆83Updated 2 weeks ago
• mj-will / nessai
  nessai: Nested Sampling with Artificial Intelligence
  ☆40Updated 3 weeks ago
• Ciela-Institute / caustics
  A gravitational lensing simulator for the machine learning era.
  ☆43Updated last week
• PEREGRINE-GW / saqqara
  A simulation-based Inference (SBI) library designed for stochastic gravitational wave background data analysis
  ☆15Updated 5 months ago
• bayesn / bayesn
  A numpyro implementation of BayeSN, the optical-NIR SED model for type Ia supernovae
  ☆13Updated last month
• tomcharnock / IMNN
  Using neural networks to extract sufficient statistics from data by maximising the Fisher information
  ☆32Updated 2 years ago
• jonaselgammal / GPry
  A Package for Bayesian inference of expensive likelihoods with Gaussian Processes
  ☆28Updated last week