Alternatives and similar repositories for CosmoGraphNet

Users that are interested in CosmoGraphNet are comparing it to the libraries listed below

• astrockragh / Mangrove
  Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.
  ☆24Updated 4 months ago
• PabloVD / HaloGraphNet
  Predict halo masses from simulations via graph neural networks
  ☆28Updated 4 years ago
• smsharma / point-cloud-galaxy-diffusion
  Transformer-guided diffusion for galaxy clustering. Code repository associated with https://arxiv.org/abs/2311.17141
  ☆25Updated last year
• DataDrivenGalaxyEvolution / galevo23-tutorials
  Tutorials for the KITP Galevo23 program
  ☆29Updated 2 years ago
• ohahn / DISCO-EB
  JAX-based linear Einstein-Boltzmann solver for cosmology
  ☆24Updated last month
• changhoonhahn / provabgs
  PRObabilistic Value-Added Bright Galaxy Survey (PROVABGS)
  ☆18Updated last year
• snehjp2 / AGNet
  Weighing Black Holes 🔭🤖
  ☆13Updated 4 years ago
• NiallJeffrey / MomentNetworks
  Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)
  ☆15Updated 3 years ago
• Pablo-Lemos / GGNS
  Gradient Based Nested Sampling
  ☆20Updated last year
• tingyuansen / deep-potential
  ☆16Updated 5 years ago
• 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
• EiffL / JaxKDTree
  A Jax wrapper for cudaKDTree
  ☆11Updated 2 months ago
• jwuphysics / predicting-spectra-from-images
  Predicting galaxy spectra from images
  ☆19Updated 2 years ago
• DifferentiableUniverseInitiative / JaxPM
  JAX-powered Cosmological Particle-Mesh N-body Solver
  ☆58Updated 2 weeks ago
• eelregit / pmwd
  Differentiable Cosmological Forward Model
  ☆89Updated last week
• wangbingjie / sbi_pp
  Simulation-based (likelihood-free) inference customized for astronomical applications
  ☆29Updated last year
• JAXtronomy / awesome-JAXtronomy
  Curated list of astronomy/astrophysics code packages using JAX
  ☆51Updated last week
• VMBoehm / MADLens
  a differentiable lensing simulator
  ☆10Updated 3 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
• DifferentiableUniverseInitiative / GalFlow
  A TensorFlow reimplementation of GalSim
  ☆10Updated 3 years ago
• SihaoCheng / scattering_transform
  A webpage for the scattering transform. To calculate, you just need the folder called "scattering".
  ☆60Updated last year
• kazewong / jim
  Gravitational-wave data analysis tools in Jax
  ☆77Updated 3 months ago
• iaifi / summer-school-2023
  ☆22Updated 2 years ago
• Ciela-Institute / tarp
  Coverage tests to check the quality of your posterior estimators.
  ☆32Updated last year
• uofgravity / glasflow
  Normalising flows implemented using nflows
  ☆27Updated last year
• mwalmsley / galaxy_mnist
  Galaxy images labelled by morphology (shape). Aimed at ML development and teaching.
  ☆40Updated 2 years ago
• eelregit / map2map
  A neural network emulator to transform field data
  ☆44Updated 3 years ago
• astro-informatics / harmonic
  Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection
  ☆72Updated 2 weeks ago
• justinalsing / pydelfi
  Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations
  ☆110Updated 2 years ago
• jan-rybizki / Chempy
  Start with the Chempy tutorial
  ☆32Updated 4 years ago