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 2 years ago
• LFITaskForce / FlatironMeeting
  Meeting repo for likelihood free inference meeting
  ☆14Updated 3 years ago
• astrockragh / Mangrove
  Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.
  ☆24Updated 5 months ago
• tingyuansen / deep-potential
  ☆16Updated 5 years ago
• NiallJeffrey / MomentNetworks
  Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)
  ☆15Updated 3 years ago
• undark-lab / swyft
  A system for scientific simulation-based inference at scale.
  ☆163Updated 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
  ☆42Updated 3 weeks ago
• dfm / emcee-jax
  An experiment: emcee implemented in JAX
  ☆26Updated 3 years ago
• NiallJeffrey / DeepMass
  Cosmological map inference with deep learning
  ☆15Updated 4 years 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 3 years ago
• changhoonhahn / provabgs
  PRObabilistic Value-Added Bright Galaxy Survey (PROVABGS)
  ☆18Updated last year
• wangbingjie / sbi_pp
  Simulation-based (likelihood-free) inference customized for astronomical applications
  ☆29Updated last year
• adammoss / nnest
  Neural network nested and MCMC sampling
  ☆21Updated 4 years ago
• h3jia / bayesfast
  Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.
  ☆27Updated 3 years ago
• jfcrenshaw / pzflow
  Probabilistic modeling of tabular data with normalizing flows.
  ☆58Updated last week
• 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
• GalSim-developers / JAX-GalSim
  JAX port of GalSim, for parallelized, GPU accelerated, and differentiable galaxy image simulations.
  ☆31Updated 3 weeks ago
• Ciela-Institute / tarp
  Coverage tests to check the quality of your posterior estimators.
  ☆32Updated last year
• VMBoehm / MADLens
  a differentiable lensing simulator
  ☆10Updated 3 years ago
• HajimeKawahara / exojax
  🐈 Differentiable Spectrum Modeling of Exoplanets and Brown Dwarfs
  ☆66Updated last week
• martin-marek / mini-hmc-jax
  A simple implementation of Hamiltonian Monte Carlo in JAX.
  ☆21Updated last year
• kmzzhang / nbi
  Package for Neural Posterior Estimation and Importance Sampling focused on Astronomical Applications
  ☆39Updated 4 months ago
• hsimonfroy / benchmark-field-level
  Benchmarking field-level cosmological inference from galaxy surveys.
  ☆12Updated 5 months ago
• DifferentiableUniverseInitiative / jax_cosmo
  A differentiable cosmology library in JAX
  ☆219Updated 5 months ago
• rhayes777 / PyAutoFit
  PyAutoFit: Classy Probabilistic Programming
  ☆63Updated this week
• smsharma / hierarchical-inference
  Hierarchical neural implicit inference over event ensembles. Code repository associated with https://arxiv.org/abs/2306.12584.
  ☆13Updated 2 years ago
• deepskies / deeplenstronomy
  A pipeline for versatile strong lens sample simulations
  ☆34Updated last year
• LSSTDESC / surveycodex
  The galaxy survey codex
  ☆17Updated last year