Stars
An interactive visualizer of the largest 3D maps of the Universe.
Agentic Schema for Transparent Research Analysis.
SDK for ASTRA — Agentic Schema for Transparent Research Analysis
Agentic layer for ASTRA — dedicated skills, workflow execution, and HPC/container management for reproducible research
Use Claude Code with France's Albert API — one command, zero config, complete privacy.
Hybrid physical-neural simulator for fast cosmological hydrodynamics
Polymathic's Large Omnimodal Model for Astronomy
Code for the publication "Appa: Bending Weather Dynamics with Latent Diffusion Models for Global Data Assimilation".
Official implementation of "Lost in Latent Space: An Empirical Study of Latent Diffusion Models for Physics Emulation"
An extremely fast Python package and project manager, written in Rust.
Benchmarking field-level cosmological inference from galaxy surveys.
Collecting research materials on neural samplers with diffusion/flow models
A statically typed programming language for scientific computations with first class support for physical dimensions and units
Bayesian Pixel Domain shear estimation based on differentiable forward modeling
🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools
Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"
The Tractor: measuring astronomical sources via probabilistic inference
Linear solvers in JAX and Equinox. https://docs.kidger.site/lineax
Package for using score-based diffusion model trained on a large variety of survey, and mock survey data.
A repository to store state of the art score model architectures
Materials of the Nordic Probabilistic AI School 2024.
Official implementation of Learning Diffusion Priors from Observations by Expectation Maximization
Large-Scale Multimodal Dataset of Astronomical Data
A summary of related works about flow matching, stochastic interpolants
Data science interview questions and answers