Robust ML in Astro
☆79Jul 23, 2026Updated last week
Alternatives and similar repositories for ltu-ili
Users that are interested in ltu-ili are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Accelerated Bayesian SED modeling using Amortized Neural Posterior Estimation☆25Dec 11, 2025Updated 7 months ago
- Precise symbolic emulators of the linear and nonlinear matter power spectrum☆17May 27, 2026Updated 2 months ago
- Using neural networks to extract sufficient statistics from data by maximising the Fisher information☆34May 12, 2023Updated 3 years ago
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆111Sep 11, 2023Updated 2 years ago
- Simulation-based (likelihood-free) inference customized for astronomical applications☆30Nov 4, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Package for Neural Posterior Estimation and Importance Sampling focused on Astronomical Applications☆42Aug 12, 2025Updated 11 months ago
- Differentiable Likelihood for CMB Analysis☆31Jun 5, 2026Updated last month
- ☆35Updated this week
- A python package for Weak Lensing Implicit Inference with Differentiable Simulator☆19Mar 23, 2026Updated 4 months ago
- Benchmarking field-level cosmological inference from galaxy surveys.☆14Jul 17, 2025Updated last year
- JAX port of GalSim, for parallelized, GPU accelerated, and differentiable galaxy image simulations.☆34Jul 23, 2026Updated last week
- Astronomy Research + JAX Meeting 2024☆13Oct 23, 2024Updated last year
- Differentiable models of halo and galaxy formation history☆11Jul 1, 2026Updated last month
- MCHMC: sampler from an arbitrary differentiable distribution☆78Dec 9, 2025Updated 7 months ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆14May 17, 2023Updated 3 years ago
- Material for the CMU Quarks2Cosmos Conference Data Challenges☆14Aug 16, 2023Updated 2 years ago
- Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection☆85Mar 18, 2026Updated 4 months ago
- Investigating the information content in the cosmic web through dark matter halo graphs. Arxiv paper: https://arxiv.org/abs/2207.05202☆13Jan 18, 2024Updated 2 years ago
- A TensorFlow reimplementation of GalSim☆10Mar 8, 2022Updated 4 years ago
- Differentiable Stellar Population Synthesis☆37Jun 12, 2026Updated last month
- Exploring how ChatGPT can be used to accelerate research in cosmology.☆13Dec 12, 2022Updated 3 years ago
- Cosmological map inference with deep learning☆16Nov 3, 2021Updated 4 years ago
- PRObabilistic Value-Added Bright Galaxy Survey (PROVABGS)☆19Jul 20, 2026Updated last week
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Neural network emulation of Stellar Population Synthesis (SPS) models for galaxy spectra and photometry☆22Jun 5, 2026Updated last month
- Differentiable cosmological emulators: the JAX version of CosmoPower☆48Nov 27, 2025Updated 8 months ago
- Polymathic's Large Omnimodal Model for Astronomy☆142Jul 3, 2026Updated 3 weeks ago
- Data-driven wavefront-based PSF modelling framework.☆22Updated this week
- Astronomical source modeling in jax☆29Updated this week
- A repository to store state of the art score model architectures☆63Dec 10, 2025Updated 7 months ago
- Differentiable Virtual Telescope to produce Mock Galaxy Images☆21Jul 13, 2026Updated 2 weeks ago
- Code for moving DM in Nbody sims and painting baryons to Nbody☆21Jul 10, 2026Updated 3 weeks ago
- Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.☆24Jul 24, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Coverage tests to check the quality of your posterior estimators.☆34Aug 12, 2024Updated last year
- A simulation-based Inference (SBI) library designed to perform analysis on a wide class of gravitational wave signals☆17Feb 6, 2025Updated last year
- Hyrax - A low-code framework for rapid experimentation with ML & unsupervised discovery in astronomy☆39Updated this week
- Comprehensive MCP framework for Handley Research Group - productivity tools, scientific computing, and lab administration☆17Updated this week
- Proximal Nested Sampling for high-dimensional Bayesian model selection☆27Apr 18, 2024Updated 2 years ago
- The galaxy survey codex☆17Jul 12, 2024Updated 2 years ago
- Forward modelling of the JWST NIRSpec MSA☆14Jul 12, 2024Updated 2 years ago