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".

Physical Symbolic Optimization

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

A minimal poster template in Typst.

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"

deep-field metadetection

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

Code for Gaussian Score Matching Variational Inference