smsharma / mining-for-substructure-lens

Related projects: ⓘ

• tomcharnock / IMNN
  Using neural networks to extract sufficient statistics from data by maximising the Fisher information
  ☆29Updated last year
• LFITaskForce / FlatironMeeting
  Meeting repo for likelihood free inference meeting
  ☆15Updated last year
• justinalsing / pydelfi
  Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations
  ☆102Updated last year
• NiallJeffrey / MomentNetworks
  Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)
  ☆14Updated 2 years ago
• CosmoStat / jax-lensing
  A JAX package for weak gravitational lensing
  ☆27Updated 4 months ago
• tingyuansen / deep-potential
  ☆16Updated 3 years ago
• astrockragh / Mangrove
  Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.
  ☆24Updated last year
• 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.
  ☆17Updated last year
• adammoss / nnest
  Neural network nested and MCMC sampling
  ☆20Updated 2 years ago
• h3jia / bayesfast
  Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.
  ☆29Updated last year
• VMBoehm / MADLens
  a differentiable lensing simulator
  ☆10Updated 2 years ago
• dfm / emcee-jax
  An experiment: emcee implemented in JAX
  ☆25Updated 2 years ago
• astro-informatics / proxnest
  Proximal Nested Sampling for high-dimensional Bayesian model selection
  ☆20Updated 5 months ago
• Ciela-Institute / tarp
  Coverage tests to check the quality of your posterior estimators.
  ☆26Updated last month
• wangbingjie / sbi_pp
  Simulation-based (likelihood-free) inference customized for astronomical applications
  ☆24Updated 7 months ago
• dpiras / cosmopower-jax
  Differentiable cosmological emulators: the JAX version of cosmopower
  ☆28Updated 2 months ago
• tlmakinen / cosmicGraphs
  Investigating the information content in the cosmic web through dark matter halo graphs. Arxiv paper: https://arxiv.org/abs/2207.05202
  ☆12Updated 8 months ago
• deepskies / deeplenstronomy
  A pipeline for versatile strong lens sample simulations
  ☆26Updated 2 months ago
• rhayes777 / PyAutoFit
  PyAutoFit: Classy Probabilistic Programming
  ☆59Updated this week
• DifferentiableUniverseInitiative / jax-cosmo-paper
  Paper introducing jax-cosmo
  ☆14Updated last year
• changhoonhahn / provabgs
  PRObabilistic Value-Added Bright Galaxy Survey (PROVABGS)
  ☆17Updated last month
• georgestein / galaxy_search
  Streamlit app for galaxy similarity search
  ☆21Updated 2 years ago
• kmzzhang / nbi
  Package for Neural Posterior Estimation and Importance Sampling focused on Astronomical Applications
  ☆33Updated 3 months ago
• McWilliamsCenter / CMUDeepLens
  Deep learning strong lens finder
  ☆24Updated 6 years ago
• Herculens / herculens
  Differentiable strong lens modelling on CPUs and GPUs
  ☆23Updated 2 weeks ago
• dfm / numpyro-ext
  A miscellaneous set of helper functions, custom distributions, and other utilities that I find useful when using NumPyro in my work
  ☆18Updated last week
• johannbrehmer / pointers
  Things that make me feel productive
  ☆15Updated last year
• johannesulf / nautilus
  Neural Network-Boosted Importance Nested Sampling for Bayesian Statistics
  ☆56Updated this week
• stephengreen / lfi-gw
  Likelihood-Free Inference for Gravitational Waves
  ☆37Updated 3 years ago
• LSSTDESC / tomo_challenge
  2020 Tomographic binning challenge
  ☆13Updated 2 years ago