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:
- Exploring how ChatGPT can be used to accelerate research in cosmology.☆13Dec 12, 2022Updated 3 years ago
- The galaxy survey codex☆17Jul 12, 2024Updated 2 years ago
- Repository with the code of "HNPE: Leveraging Global Parameters for Neural Posterior Estimation"☆14Mar 18, 2024Updated 2 years ago
- Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.☆21Mar 10, 2024Updated 2 years ago
- Code for Leung & Bovy 2023☆27Sep 5, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Data and codes for self-supervised learning on the DESI legacy surveys☆45Apr 26, 2024Updated 2 years ago
- Multimodal contrastive pretraining for astronomical data☆181Dec 17, 2025Updated 7 months ago
- ☆14Aug 8, 2023Updated 2 years ago
- Transformer-guided diffusion for galaxy clustering. Code repository associated with https://arxiv.org/abs/2311.17141☆25Jan 3, 2024Updated 2 years ago
- Stainless neural networks in JAX☆36Jun 13, 2026Updated last month
- Streamlit app for galaxy similarity search☆27Jul 13, 2022Updated 4 years ago
- A Jax wrapper for cudaKDTree☆11Sep 26, 2025Updated 9 months ago
- Transformer based foundation model for astronomy☆48Jul 13, 2026Updated last week
- Benchmarking field-level cosmological inference from galaxy surveys.☆14Jul 17, 2025Updated last year
- 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.
- Meeting repo for likelihood free inference meeting☆14Oct 6, 2022Updated 3 years ago
- Diagnostics for Conditional Density Estimators and Bayesian Inference Algorithms☆15May 26, 2026Updated last month
- tutorials on shape measurement☆10Jan 5, 2022Updated 4 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
- Hierarchical neural implicit inference over event ensembles. Code repository associated with https://arxiv.org/abs/2306.12584.☆14Jun 24, 2023Updated 3 years ago
- Paper introducing jax-cosmo☆13Apr 27, 2023Updated 3 years ago
- A TensorFlow reimplementation of GalSim☆10Mar 8, 2022Updated 4 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
- ML-friendly datasets of galaxy images and labels☆66Oct 26, 2025Updated 8 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.
- Probing the nature of dark matter by inferring the dark matter particle mass with machine learning and stellar streams.☆18Dec 8, 2022Updated 3 years ago
- Galaxy images labelled by morphology (shape). Aimed at ML development and teaching.☆42Jun 19, 2023Updated 3 years ago
- Stochastic trace estimation using JAX☆20Jun 29, 2026Updated 3 weeks ago
- A CIFAR10-like galaxy image dataset☆50Updated this week
- Repository for "Galaxy spectroscopy without spectra: Galaxy properties from photometric images with conditional diffusion models" (ApJ) a…☆17Apr 10, 2025Updated last year
- Agentic layer for ASTRA — dedicated skills, workflow execution, and HPC/container management for reproducible research☆18Updated this week
- JAX port of lenstronomy, for parallelized, GPU accelerated, and differentiable gravitational lensing and image simulations.☆21Jul 10, 2026Updated last week
- 2020 Tomographic binning challenge☆13Oct 15, 2021Updated 4 years ago
- Differentiable cosmological emulators: the JAX version of CosmoPower☆48Nov 27, 2025Updated 7 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.
- Material for the CMU Quarks2Cosmos Conference Data Challenges☆14Aug 16, 2023Updated 2 years ago
- ☆16Jan 24, 2021Updated 5 years ago
- Fine-tune a 7B LLM on cosmology datasets☆28May 30, 2025Updated last year
- ☆16Jan 23, 2025Updated last year
- Hyrax - A low-code framework for rapid experimentation with ML & unsupervised discovery in astronomy☆39Updated this week
- poppy derivatives☆22Aug 13, 2021Updated 4 years ago
- Repository containing tutorial Jupyter Notebooks for accessing and using Euclid-Q1 data on ESA Datalabs. Description of the Euclid Q1 dat…☆17Jun 24, 2026Updated last month