McWilliamsCenter / CMUDeepLens

Related projects ⓘ

Alternatives and complementary repositories for CMUDeepLens

• smsharma / mining-for-substructure-lens
  Inference of substructure properties in strong lensing systems with machine learning. Code repository associated with https://arxiv.org/a…
  ☆31Updated 5 years ago
• LSSTDESC / tomo_challenge
  2020 Tomographic binning challenge
  ☆13Updated 3 years ago
• adammoss / nnest
  Neural network nested and MCMC sampling
  ☆20Updated 3 years ago
• sanjibs / bmcmc
  MCMC package for Bayesian data analysis
  ☆58Updated 7 years ago
• deepskies / deeplenstronomy
  A pipeline for versatile strong lens sample simulations
  ☆27Updated 4 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 10 months ago
• SebastianBocquet / pygtc
  Make a sweet giant triangle confusogram (GTC) plot
  ☆34Updated last year
• htjb / margarine
  Code to replicate posterior probability distributions with bijectors/KDEs and perform marginal KL/bayesian dimensionality calculations.
  ☆13Updated 7 months ago
• NiallJeffrey / DeepMass
  Cosmological map inference with deep learning
  ☆14Updated 3 years ago
• cosmo-ethz / CosmoHammer
  Cosmological parameter estimation with the MCMC Hammer, please use https://cosmo-gitlab.phys.ethz.ch/cosmo/CosmoHammer, this repository i…
  ☆17Updated 5 years ago
• dpiras / cosmopower-jax
  Differentiable cosmological emulators: the JAX version of CosmoPower
  ☆31Updated 2 weeks ago
• tcollett / LensPop
  ☆23Updated 6 years ago
• Herculens / herculens
  Differentiable strong lens modelling on CPUs and GPUs
  ☆24Updated this week
• IftachSadeh / ANNZ
  Machine learning methods for astrophysics (photometric redshift and PDF estimation, star/galaxy classification etc.)
  ☆28Updated 3 years ago
• dfm / araa-gps
  Souce code for our ARA&A review of Gaussian process regression for astronomical time-series
  ☆30Updated this week
• dfm / emcee-jax
  An experiment: emcee implemented in JAX
  ☆25Updated 2 years ago
• kbarbary / nestle
  Pure Python, MIT-licensed implementation of nested sampling algorithms for evaluating Bayesian evidence.
  ☆76Updated last year
• georgestein / galaxy_search
  Streamlit app for galaxy similarity search
  ☆21Updated 2 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.
  ☆17Updated last year
• CosmoStat / jax-lensing
  A JAX package for weak gravitational lensing
  ☆30Updated 6 months ago
• ixkael / Prob-tools
  ☆16Updated 4 years ago
• h3jia / bayesfast
  Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.
  ☆29Updated 2 years ago
• tomcharnock / IMNN
  Using neural networks to extract sufficient statistics from data by maximising the Fisher information
  ☆30Updated last year
• eggplantbren / DNest4
  Diffusive Nested Sampling
  ☆63Updated last month
• igmhub / picca
  set of tools for continuum fitting, correlation function calculation, cosmological fits...
  ☆31Updated last week
• justinalsing / pydelfi
  Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations
  ☆106Updated last year
• astrockragh / Mangrove
  Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.
  ☆24Updated last year
• dhanson / quicklens
  flat-sky code for cmb lensing estimators
  ☆19Updated 7 years ago
• changhoonhahn / provabgs
  PRObabilistic Value-Added Bright Galaxy Survey (PROVABGS)
  ☆17Updated 3 months ago
• pmelchior / scarlet
  hyperspectral galaxy modeling and deblending
  ☆51Updated 3 months ago