henrysky / astroNN
Deep Learning for Astronomers with Keras
☆196Updated last month
Alternatives and similar repositories for astroNN:
Users that are interested in astroNN are comparing it to the libraries listed below
- This project is the implementation of "Generative Adversarial Networks recover features in astrophysical images of galaxies beyond the de…☆83Updated 6 years ago
- MCMC package for Bayesian data analysis☆58Updated 7 years ago
- Bayesian Methods in Astronomy workshop, presented at AAS227☆119Updated 8 years ago
- Deep learning for the automated spectral classification of supernovae☆37Updated last year
- Inference of substructure properties in strong lensing systems with machine learning. Code repository associated with https://arxiv.org/a…☆32Updated 5 years ago
- Tools for Flexible Spectroscopic Inference☆70Updated last year
- Pure Python, MIT-licensed implementation of nested sampling algorithms for evaluating Bayesian evidence.☆74Updated last year
- Fully Adaptive Bayesian Algorithm for Data Analysis (FABADA) is a new approach of noise reduction methods. In this repository is shown th…☆23Updated last year
- 📡 Foregrounds Simulation for EoR 21 cm Signal Detection 📡☆15Updated last year
- a data-driven method for determining stellar parameters and abundances from stellar spectra☆41Updated 7 years ago
- A Library For Generating Morphological Semantic Segmentation Maps of Astronomical Images☆58Updated 6 months ago
- Streamlit app for galaxy similarity search☆23Updated 2 years ago
- Deep Learning Based Cosmic Ray Removal for Astronomical Images☆43Updated 10 months ago
- ASTR 598: Astro-statistics and Machine Learning☆40Updated 6 years ago
- Random Forest retrieval for exoplanet atmospheres☆12Updated last year
- Open Source Photometric classification https://supernnova.readthedocs.io☆30Updated last month
- Pythonic stellar model grid access; easy MCMC fitting of stellar properties☆124Updated 7 months ago
- hyperspectral galaxy modeling and deblending☆53Updated 6 months ago
- A GAN for the generation of mock astronomical surveys☆22Updated 5 years ago
- estimating parameters of strong gravitational lenses with convolutional neural networks☆41Updated 6 years ago
- Periodic time series analysis tools based on information theory☆55Updated 8 months ago
- Python wrapper for astronomical image-fitting code Imfit (https://github.com/perwin/imfit)☆34Updated last month
- Large suite of N-body simulations☆88Updated 2 months ago
- Material for the "ML for the Sciences" meeting at Princeton University☆52Updated 5 years ago
- Repository for the project "DeepShadows: Separating LSBGs from artifacts using Deep Learning"☆17Updated last year
- Mapping astronomical survey data on the sky, handsomely☆47Updated 5 months ago
- ☆22Updated 5 years ago
- The Tractor: measuring astronomical sources via probabilistic inference☆86Updated this week
- Machine learning methods for astrophysics (photometric redshift and PDF estimation, star/galaxy classification etc.)☆29Updated 4 years ago
- Deep Learning for IACT Event Reconstruction☆53Updated this week