jwuphysics / predicting-spectra-from-images

Related projects: ⓘ

• 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
• dpiras / cosmopower-jax
  Differentiable cosmological emulators: the JAX version of cosmopower
  ☆28Updated 2 months ago
• astrockragh / Mangrove
  Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.
  ☆24Updated last year
• Herculens / herculens
  Differentiable strong lens modelling on CPUs and GPUs
  ☆23Updated 2 weeks ago
• maho3 / ltu-ili
  Robust ML in Astro
  ☆43Updated this week
• wangbingjie / sbi_pp
  Simulation-based (likelihood-free) inference customized for astronomical applications
  ☆24Updated 7 months ago
• DataDrivenGalaxyEvolution / galevo23-tutorials
  Tutorials for the KITP Galevo23 program
  ☆24Updated last year
• dfm / araa-gps
  Souce code for our ARA&A review of Gaussian process regression for astronomical time-series
  ☆28Updated last month
• EiffL / LLMAssistedResearch
  Exploring how ChatGPT can be used to accelerate research in cosmology.
  ☆12Updated last year
• camipacifici / art_sedfitting
  SED fitting comparison on CANDELS observations
  ☆15Updated last year
• mwalmsley / galaxy_mnist
  Galaxy images labelled by morphology (shape). Aimed at ML development and teaching.
  ☆31Updated last year
• htjb / margarine
  Code to replicate posterior probability distributions with bijectors/KDEs and perform marginal KL/bayesian dimensionality calculations.
  ☆13Updated 5 months ago
• CosmoStat / jax-lensing
  A JAX package for weak gravitational lensing
  ☆27Updated 4 months ago
• DifferentiableUniverseInitiative / GalFlow
  A TensorFlow reimplementation of GalSim
  ☆10Updated 2 years ago
• LSSTDESC / TXPipe
  Pipeline elements for 3x2pt analysis (shear-shear, shear-density, density-density) for DC2
  ☆19Updated this week
• MultimodalUniverse / MultimodalUniverse
  Large-Scale Multimodal Dataset of Astronomical Data
  ☆32Updated last month
• dfm / emcee-jax
  An experiment: emcee implemented in JAX
  ☆25Updated 2 years ago
• tingyuansen / deep-potential
  ☆16Updated 3 years ago
• deepskies / deeplenstronomy
  A pipeline for versatile strong lens sample simulations
  ☆26Updated 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.
  ☆17Updated last year
• changhoonhahn / provabgs
  PRObabilistic Value-Added Bright Galaxy Survey (PROVABGS)
  ☆17Updated last month
• PabloVD / CosmoGraphNet
  Graph Neural Networks to predict the cosmological parameters or the galaxy power spectrum from galaxy catalogs.
  ☆14Updated last year
• pmelchior / spender
  Spectrum encoder and decoder
  ☆33Updated 3 months ago
• changhoonhahn / SEDflow
  Accelerated Bayesian SED modeling using Amortized Neural Posterior Estimation
  ☆21Updated 2 months ago
• kartheikiyer / GP-SFH
  Gaussian process based implementation for galaxy star formation histories with custom kernels
  ☆13Updated 11 months ago
• NiallJeffrey / MomentNetworks
  Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)
  ☆14Updated 2 years ago
• LSSTDESC / surveycodex
  The galaxy survey codex
  ☆16Updated 2 months ago
• esheldon / metadetect
  Library for meta-detection, combining detection and metacalibration
  ☆11Updated last month
• beckermr / shape-measurement-tutorials
  tutorials on shape measurement
  ☆10Updated 2 years ago
• RichardsGroup / AGN_DataChallenge
  Information for LSSTC AGN Data Challenge
  ☆14Updated 7 months ago