Alternatives and similar repositories for mining-for-substructure-lens

Users that are interested in mining-for-substructure-lens are comparing it to the libraries listed below

• tomcharnock / IMNN
  Using neural networks to extract sufficient statistics from data by maximising the Fisher information
  ☆32Updated 2 years ago
• justinalsing / pydelfi
  Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations
  ☆110Updated last year
• LFITaskForce / FlatironMeeting
  Meeting repo for likelihood free inference meeting
  ☆14Updated 2 years ago
• tingyuansen / deep-potential
  ☆16Updated 4 years ago
• NiallJeffrey / MomentNetworks
  Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)
  ☆15Updated 3 years ago
• astrockragh / Mangrove
  Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.
  ☆24Updated last month
• undark-lab / swyft
  A system for scientific simulation-based inference at scale.
  ☆164Updated last year
• CosmoStat / jax-lensing
  A JAX package for weak gravitational lensing
  ☆35Updated last year
• dpiras / cosmopower-jax
  Differentiable cosmological emulators: the JAX version of CosmoPower
  ☆40Updated 2 months ago
• JoeriHermans / constraining-dark-matter-with-stellar-streams-and-ml
  Probing the nature of dark matter by inferring the dark matter particle mass with machine learning and stellar streams.
  ☆18Updated 2 years ago
• dfm / emcee-jax
  An experiment: emcee implemented in JAX
  ☆26Updated 3 years ago
• wangbingjie / sbi_pp
  Simulation-based (likelihood-free) inference customized for astronomical applications
  ☆29Updated 9 months ago
• h3jia / bayesfast
  Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.
  ☆27Updated 2 years ago
• NiallJeffrey / DeepMass
  Cosmological map inference with deep learning
  ☆14Updated 3 years ago
• adammoss / nnest
  Neural network nested and MCMC sampling
  ☆22Updated 3 years ago
• changhoonhahn / provabgs
  PRObabilistic Value-Added Bright Galaxy Survey (PROVABGS)
  ☆18Updated last year
• jfcrenshaw / pzflow
  Probabilistic modeling of tabular data with normalizing flows.
  ☆57Updated 2 months ago
• mj-will / nessai
  nessai: Nested Sampling with Artificial Intelligence
  ☆40Updated 2 months ago
• martin-marek / mini-hmc-jax
  A simple implementation of Hamiltonian Monte Carlo in JAX.
  ☆21Updated last year
• VMBoehm / MADLens
  a differentiable lensing simulator
  ☆10Updated 3 years ago
• astro-informatics / proxnest
  Proximal Nested Sampling for high-dimensional Bayesian model selection
  ☆25Updated last year
• DifferentiableUniverseInitiative / jax_cosmo
  A differentiable cosmology library in JAX
  ☆210Updated 2 months ago
• smsharma / hierarchical-inference
  Hierarchical neural implicit inference over event ensembles. Code repository associated with https://arxiv.org/abs/2306.12584.
  ☆13Updated 2 years ago
• HajimeKawahara / exojax
  🐈 Differentiable Spectrum Modeling of Exoplanets and Brown Dwarfs
  ☆62Updated 2 weeks ago
• Ciela-Institute / tarp
  Coverage tests to check the quality of your posterior estimators.
  ☆30Updated last year
• GalSim-developers / JAX-GalSim
  JAX port of GalSim, for parallelized, GPU accelerated, and differentiable galaxy image simulations.
  ☆29Updated 3 weeks ago
• homerjed / sbiax
  Fast, lightweight and parallelised simulation-based inference in JAX.
  ☆18Updated 2 weeks ago
• hsimonfroy / benchmark-field-level
  Benchmarking field-level cosmological inference from galaxy surveys.
  ☆11Updated last month
• EiffL / LLMAssistedResearch
  Exploring how ChatGPT can be used to accelerate research in cosmology.
  ☆12Updated 2 years ago
• kmzzhang / nbi
  Package for Neural Posterior Estimation and Importance Sampling focused on Astronomical Applications
  ☆39Updated 2 weeks ago