Alternatives and similar repositories for multimodal-supernovae

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

• AlexandreAdam / score_models
  A repository to store state of the art score model architectures
  ☆57Updated 3 months ago
• Ciela-Institute / tarp
  Coverage tests to check the quality of your posterior estimators.
  ☆32Updated last year
• mwalmsley / galaxy-datasets
  ML-friendly datasets of galaxy images and labels
  ☆60Updated 3 weeks ago
• ohahn / DISCO-EB
  JAX-based linear Einstein-Boltzmann solver for cosmology
  ☆23Updated last week
• JAXtronomy / awesome-JAXtronomy
  Curated list of astronomy/astrophysics code packages using JAX
  ☆49Updated last month
• hsimonfroy / benchmark-field-level
  Benchmarking field-level cosmological inference from galaxy surveys.
  ☆12Updated 4 months ago
• mwalmsley / galaxy_mnist
  Galaxy images labelled by morphology (shape). Aimed at ML development and teaching.
  ☆40Updated 2 years ago
• DifferentiableUniverseInitiative / JaxPM
  JAX-powered Cosmological Particle-Mesh N-body Solver
  ☆57Updated 2 weeks ago
• DifferentiableUniverseInitiative / sbi_lens
  A python package for Weak Lensing Implicit Inference with Differentiable Simulator
  ☆17Updated last year
• maho3 / ltu-ili
  Robust ML in Astro
  ☆69Updated 2 months ago
• astro-informatics / harmonic
  Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection
  ☆71Updated this week
• kazewong / jim
  Gravitational-wave data analysis tools in Jax
  ☆75Updated 3 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/…
  ☆16Updated last year
• mwalmsley / zoobot
  Classifies galaxy morphology with Bayesian CNN
  ☆111Updated 3 weeks ago
• georgestein / ssl-legacysurvey
  Data and codes for self-supervised learning on the DESI legacy surveys
  ☆43Updated last year
• wangbingjie / sbi_pp
  Simulation-based (likelihood-free) inference customized for astronomical applications
  ☆29Updated last year
• astrockragh / Mangrove
  Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.
  ☆24Updated 3 months ago
• pmelchior / spender
  Spectrum encoder and decoder
  ☆46Updated 2 weeks ago
• henrysky / astroNN_stars_foundation
  Code for Leung & Bovy 2023
  ☆25Updated last year
• kmzzhang / nbi
  Package for Neural Posterior Estimation and Importance Sampling focused on Astronomical Applications
  ☆39Updated 3 months ago
• tingyuansen / deep-potential
  ☆16Updated 4 years ago
• GalSim-developers / JAX-GalSim
  JAX port of GalSim, for parallelized, GPU accelerated, and differentiable galaxy image simulations.
  ☆31Updated 2 weeks ago
• Herculens / herculens
  Differentiable strong lens modelling on CPUs and GPUs
  ☆26Updated last month
• CosmoStat / jax-lensing
  A JAX package for weak gravitational lensing
  ☆35Updated last year
• smsharma / jax-conditional-flows
  Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.
  ☆20Updated last year
• smsharma / point-cloud-galaxy-diffusion
  Transformer-guided diffusion for galaxy clustering. Code repository associated with https://arxiv.org/abs/2311.17141
  ☆25Updated last year
• Ciela-Institute / caustics
  A gravitational lensing simulator for the machine learning era.
  ☆46Updated last week
• EiffL / LLMAssistedResearch
  Exploring how ChatGPT can be used to accelerate research in cosmology.
  ☆12Updated 2 years ago
• dpiras / cosmopower-jax
  Differentiable cosmological emulators: the JAX version of CosmoPower
  ☆41Updated 4 months ago
• alessiospuriomancini / cosmopower
  Machine Learning - accelerated Bayesian inference
  ☆74Updated 10 months ago