deepskies / DeepAstroUDA
Universal Domain Adaptation for cross-survey classification, regression and anomaly detection
☆18Updated last year
Alternatives and similar repositories for DeepAstroUDA:
Users that are interested in DeepAstroUDA are comparing it to the libraries listed below
- Data and codes for self-supervised learning on the DESI legacy surveys☆41Updated last year
- Repository for the project "DeepShadows: Separating LSBGs from artifacts using Deep Learning"☆18Updated last year
- Galaxy images labelled by morphology (shape). Aimed at ML development and teaching.☆38Updated last year
- Mock Lenses in Time☆10Updated last year
- Information for LSSTC AGN Data Challenge☆16Updated last year
- detecting anomalies in hyper suprime-cam images with generative adversarial networks☆10Updated 3 years ago
- Classifies galaxy morphology with Bayesian CNN☆102Updated this week
- PyTorchDIA is a Difference Image Analysis tool. It is built around the PyTorch machine learning framework, and uses automatic differentia…☆13Updated 2 years ago
- Model quasar SEDs☆23Updated last month
- SuperNova Artificial Inference by Lstm neural networks (SNAIL)☆8Updated this week
- Automated pipeline for lens modelling based on lenstronomy☆21Updated last week
- A public and community-contributed catalog of known strong gravitational lenses☆17Updated this week
- Deep generative modeling of astronomical transient light curves☆8Updated last year
- Stellar LAbel Machine (SLAM).☆11Updated 8 months ago
- ☆15Updated 11 months ago
- A python package that decompose the light into PSF and Sersic, fitting based on lenstronomy☆49Updated 5 months ago
- Notebooks released by the JWST ERS TEMPLATES team, to reduce and analyze JWST data☆14Updated last year
- Generative and Interpretable Deep Learning for Stellar Spectra☆18Updated 4 years ago
- ML-friendly datasets of galaxy images and labels☆51Updated 3 weeks ago
- Robust ML in Astro☆53Updated this week
- PRObabilistic Value-Added Bright Galaxy Survey (PROVABGS)☆17Updated 8 months ago
- ☆20Updated last year
- Gradient Informed, GPU Accelerated Lens modelling (GIGALens) -- a package for fast Bayesian inference on strong gravitational lenses.☆10Updated 2 weeks ago
- ☆24Updated 6 years ago
- Alert Classification for the ALeRCE Broker System: The Light Curve Classifier☆14Updated last year
- Strong lensing simulation pipeline☆25Updated this week
- Spectrum encoder and decoder☆39Updated last month
- Absorption Line Fitter☆10Updated 2 years ago
- Accelerated Bayesian SED modeling using Amortized Neural Posterior Estimation☆23Updated 2 months ago
- SED fitting comparison on CANDELS observations☆15Updated 2 years ago