Semantic alignment of astronomical data with natural language using multi-modal models. (Jax) Code associated with https://arxiv.org/abs/2403.08851 (COLM 2023).
☆17Oct 18, 2024Updated last year
Alternatives and similar repositories for PAPERCLIP-Hubble
Users that are interested in PAPERCLIP-Hubble are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The galaxy survey codex☆17Jul 12, 2024Updated last year
- Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.☆20Mar 10, 2024Updated 2 years ago
- Stochastic trace estimation using JAX☆17Aug 20, 2025Updated 8 months ago
- Code for Leung & Bovy 2023☆26Sep 5, 2024Updated last year
- Multimodal contrastive pretraining for astronomical data☆177Dec 17, 2025Updated 4 months ago
- 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.
- Transformer-guided diffusion for galaxy clustering. Code repository associated with https://arxiv.org/abs/2311.17141☆25Jan 3, 2024Updated 2 years ago
- A Jax wrapper for cudaKDTree☆11Sep 26, 2025Updated 7 months ago
- BinaryStarSolver is a Python 3 program which solves for the orbital elements of binary stars, given radial velocity time series☆14Oct 1, 2022Updated 3 years ago
- ML-friendly datasets of galaxy images and labels☆64Oct 26, 2025Updated 6 months ago
- ☆14Aug 8, 2023Updated 2 years ago
- Data and codes for self-supervised learning on the DESI legacy surveys☆45Apr 26, 2024Updated 2 years ago
- Diagnostics for Conditional Density Estimators and Bayesian Inference Algorithms☆15Apr 3, 2022Updated 4 years ago
- An experiment: emcee implemented in JAX☆28Jul 1, 2022Updated 3 years ago
- A codebase dedicated to exploring multimodal learning approaches by integrating images of host galaxies of supernovae and their correspon…☆17Jan 15, 2025Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Streamlit app for galaxy similarity search☆26Jul 13, 2022Updated 3 years ago
- tutorials on shape measurement☆10Jan 5, 2022Updated 4 years ago
- Repository for "Galaxy spectroscopy without spectra: Galaxy properties from photometric images with conditional diffusion models" (ApJ) a…☆14Apr 10, 2025Updated last year
- Hierarchical neural implicit inference over event ensembles. Code repository associated with https://arxiv.org/abs/2306.12584.☆13Jun 24, 2023Updated 2 years ago
- A TensorFlow reimplementation of GalSim☆10Mar 8, 2022Updated 4 years ago
- Paper introducing jax-cosmo☆13Apr 27, 2023Updated 3 years ago
- Implicit neural representations for strong lensing source reconstruction. Code repository associated with https://arxiv.org/abs/2206.1482…☆12Feb 26, 2023Updated 3 years ago
- Galaxy images labelled by morphology (shape). Aimed at ML development and teaching.☆42Jun 19, 2023Updated 2 years ago
- Differentiable cosmological emulators: the JAX version of CosmoPower☆45Nov 27, 2025Updated 5 months ago
- 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.
- Things that make me feel productive☆15Oct 9, 2022Updated 3 years ago
- differentiable (binned) likelihoods with JAX☆27Apr 27, 2026Updated last week
- Material for the CMU Quarks2Cosmos Conference Data Challenges☆14Aug 16, 2023Updated 2 years ago
- Fine-tune a 7B LLM on cosmology datasets☆28May 30, 2025Updated 11 months ago
- JAX port of lenstronomy, for parallelized, GPU accelerated, and differentiable gravitational lensing and image simulations.☆21Updated this week
- A platform for Interactive AI-assisted Hypothesis Generation [ACL 2025]☆30Aug 18, 2025Updated 8 months ago
- Rubin Data Academy, a virtual workshop for working with Rubin data products☆36Mar 30, 2026Updated last month
- Differentiable strong lens modelling on CPUs and GPUs☆32Updated this week
- Community-sourced list of papers and resources on neural simulation-based inference.☆155Jan 28, 2026Updated 3 months ago
- 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.
- Notebook to go along with a lecture for the MIT course 8.16: Data Science in Physics on neural simulation-based inference.☆61Oct 31, 2023Updated 2 years ago
- Classifies galaxy morphology with Bayesian CNN☆123Oct 26, 2025Updated 6 months ago
- PRObabilistic Value-Added Bright Galaxy Survey (PROVABGS)☆19Aug 12, 2024Updated last year
- A fast, flexible, full featured, and differentiable astronomical image 2D forward modelling tool for precise parallel parametric multi-wa…☆102Apr 27, 2026Updated last week
- Automatic Isophotal solutions for galaxy images☆33Dec 16, 2025Updated 4 months ago
- A denoising diffusion probabilistic model synthesises galaxies that are qualitatively and physically indistinguishable from the real thin…☆59Mar 26, 2022Updated 4 years ago
- Beyond-2pt blind data challenge☆17Aug 3, 2024Updated last year