AstroAI-CfA / Ariel_Data_Challenge_2023_solutionLinks
The package used to win the ARIEL challenge 2023 by the AstroAI team @ CfA | Harvard & Smithsonian
☆11Updated 2 years ago
Alternatives and similar repositories for Ariel_Data_Challenge_2023_solution
Users that are interested in Ariel_Data_Challenge_2023_solution are comparing it to the libraries listed below
Sorting:
- A denoising diffusion probabilistic model synthesises galaxies that are qualitatively and physically indistinguishable from the real thin…☆57Updated 3 years ago
- Multimodal contrastive pretraining for astronomical data☆163Updated last month
- Likelihood-free AMortized Posterior Estimation with PyTorch☆132Updated last year
- Predicting galaxy spectra from images☆19Updated 3 years ago
- ExoRad, the generic point source radiometric model.☆13Updated last year
- Implemenation of PQMass from Lemos et al. 2024☆19Updated 9 months ago
- ☆14Updated 4 years ago
- A repository to store state of the art score model architectures☆61Updated 2 months ago
- ☆16Updated 5 years ago
- Probabilistic modeling of tabular data with normalizing flows.☆58Updated 3 weeks ago
- Repository for "Galaxy spectroscopy without spectra: Galaxy properties from photometric images with conditional diffusion models" (ApJ) a…☆14Updated 10 months ago
- Transformer-guided diffusion for galaxy clustering. Code repository associated with https://arxiv.org/abs/2311.17141☆25Updated 2 years ago
- Bare-bones implementations of some generative models in Jax: diffusion, normalizing flows, consistency models, flow matching, (beta)-VAEs…☆141Updated 2 years ago
- Semantic alignment of astronomical data with natural language using multi-modal models. (Jax) Code associated with https://arxiv.org/abs/…☆17Updated last year
- ML-friendly datasets of galaxy images and labels☆61Updated 3 months ago
- A package to describe amortized (conditional) normalizing-flow PDFs defined jointly on tensor products of manifolds with coverage control…☆45Updated 10 months ago
- Implementation of papers in 101 lines of code.☆18Updated 2 years ago
- Machines Learn to Infer Stellar Parameters Just by Looking at a Large Number of Spectra☆11Updated last year
- A CIFAR10-like galaxy image dataset☆43Updated 2 months ago
- A codebase dedicated to exploring multimodal learning approaches by integrating images of host galaxies of supernovae and their correspon…☆17Updated last year
- ☆31Updated 2 years ago
- Running Jax in PyTorch Lightning☆119Updated last year
- Sliced Iterative Generator (SIG) & Gaussianizing Iterative Slicing (GIS)☆37Updated 2 years ago
- Conditional DDPM for characterizing radio sources from dirty images. (autumn 2023)☆11Updated 2 years ago
- Baseline solution for ADC2023 ECML competition☆11Updated 2 years ago
- Classifies galaxy morphology with Bayesian CNN☆116Updated 3 months ago
- ☆27Updated 2 years ago
- Diffusion models in PyTorch☆127Updated last week
- a python package for gravitational wave analysis with the F-statistic☆53Updated last week
- Bayesian Light Source Separator☆51Updated last month