Alternatives and similar repositories for deep-potential

Users that are interested in deep-potential are comparing it to the libraries listed below

• wangbingjie / sbi_pp
  Simulation-based (likelihood-free) inference customized for astronomical applications
  ☆29Updated 11 months ago
• dfm / emcee-jax
  An experiment: emcee implemented in JAX
  ☆26Updated 3 years ago
• dpiras / cosmopower-jax
  Differentiable cosmological emulators: the JAX version of CosmoPower
  ☆40Updated 4 months ago
• kmzzhang / nbi
  Package for Neural Posterior Estimation and Importance Sampling focused on Astronomical Applications
  ☆39Updated 2 months ago
• maho3 / ltu-ili
  Robust ML in Astro
  ☆68Updated last month
• johannesulf / nautilus
  Neural Network-Boosted Importance Nested Sampling for Bayesian Statistics
  ☆89Updated last week
• JAXtronomy / awesome-JAXtronomy
  Curated list of astronomy/astrophysics code packages using JAX
  ☆47Updated last week
• tomcharnock / IMNN
  Using neural networks to extract sufficient statistics from data by maximising the Fisher information
  ☆32Updated 2 years ago
• GalSim-developers / JAX-GalSim
  JAX port of GalSim, for parallelized, GPU accelerated, and differentiable galaxy image simulations.
  ☆31Updated 2 weeks ago
• hoyc1 / bilby_lisa
  ☆11Updated 7 months ago
• LSSTDESC / surveycodex
  The galaxy survey codex
  ☆17Updated last year
• changhoonhahn / SEDflow
  Accelerated Bayesian SED modeling using Amortized Neural Posterior Estimation
  ☆24Updated 8 months ago
• changhoonhahn / provabgs
  PRObabilistic Value-Added Bright Galaxy Survey (PROVABGS)
  ☆18Updated last year
• ArgonneCPAC / dsps
  Differentiable Stellar Population Synthesis
  ☆30Updated 4 months ago
• justinalsing / pydelfi
  Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations
  ☆110Updated 2 years ago
• Ciela-Institute / tarp
  Coverage tests to check the quality of your posterior estimators.
  ☆32Updated last year
• JAXtronomy / October2024-Meeting
  Astronomy Research + JAX Meeting 2024
  ☆13Updated last year
• mj-will / nessai
  nessai: Nested Sampling with Artificial Intelligence
  ☆42Updated last month
• CosmoStat / jax-lensing
  A JAX package for weak gravitational lensing
  ☆35Updated last year
• rhayes777 / PyAutoFit
  PyAutoFit: Classy Probabilistic Programming
  ☆63Updated last week
• stephengreen / lfi-gw
  Likelihood-Free Inference for Gravitational Waves
  ☆43Updated 4 years ago
• ohahn / DISCO-EB
  JAX-based linear Einstein-Boltzmann solver for cosmology
  ☆21Updated last week
• astrockragh / Mangrove
  Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.
  ☆24Updated 3 months ago
• DifferentiableUniverseInitiative / GalFlow
  A TensorFlow reimplementation of GalSim
  ☆10Updated 3 years ago
• hsimonfroy / benchmark-field-level
  Benchmarking field-level cosmological inference from galaxy surveys.
  ☆12Updated 3 months ago
• SihaoCheng / scattering_transform
  A webpage for the scattering transform. To calculate, you just need the folder called "scattering".
  ☆61Updated last year
• adammoss / nnest
  Neural network nested and MCMC sampling
  ☆22Updated 4 years ago
• astro-informatics / proxnest
  Proximal Nested Sampling for high-dimensional Bayesian model selection
  ☆26Updated last year
• CosmoLike / cocoa
  ☆22Updated 2 weeks ago
• DifferentiableUniverseInitiative / sbi_lens
  A python package for Weak Lensing Implicit Inference with Differentiable Simulator
  ☆17Updated last year