SpaceML / GalaxyGAN_python
This project is the implementation of "Generative Adversarial Networks recover features in astrophysical images of galaxies beyond the deconvolution limit" in python.
☆83Updated 6 years ago
Alternatives and similar repositories for GalaxyGAN_python:
Users that are interested in GalaxyGAN_python are comparing it to the libraries listed below
- ☆22Updated 7 years ago
- Deep Learning for Astronomers with Keras☆196Updated 2 months ago
- A GAN for the generation of mock astronomical surveys☆22Updated 5 years ago
- Pure Python, MIT-licensed implementation of nested sampling algorithms for evaluating Bayesian evidence.☆74Updated last year
- MCMC package for Bayesian data analysis☆58Updated 7 years ago
- NlogN algorithm for least-squares fitting of periodic templates to noisy, non-equispaced time-series data.☆51Updated 4 years ago
- Deep learning for the automated spectral classification of supernovae☆37Updated 2 years ago
- estimating parameters of strong gravitational lenses with convolutional neural networks☆41Updated 7 years ago
- Deep Learning for IACT Event Reconstruction☆54Updated this week
- Bayesian Methods in Astronomy workshop, presented at AAS227☆120Updated 8 years ago
- Star-galaxy Classification Using Deep Convolutional Neural Networks☆33Updated 8 years ago
- Deep learning strong lens finder☆24Updated 6 years ago
- MiraPy: A Python package for Deep Learning in Astronomy☆44Updated 4 years ago
- a data-driven method for determining stellar parameters and abundances from stellar spectra☆41Updated 7 years ago
- A tool for creating catterplots in Python with matplotlib☆53Updated 3 years ago
- ☆16Updated 4 years ago
- Source for our paper on multiband periodograms.☆32Updated 5 years ago
- Generative Adversarial Networks for High Energy Physics extended to a multi-layer calorimeter simulation☆107Updated 9 months ago
- Principal Component Analysis (PCA) for Missing and/or Noisy Data☆79Updated 8 years ago
- Inference of substructure properties in strong lensing systems with machine learning. Code repository associated with https://arxiv.org/a…☆32Updated 5 years ago
- Starter Kit for the Photometric LSST Astronomical Time-series Classification Challenge☆50Updated last year
- Material for my lectures at the ESAC statistics conference, Oct 27-31 2014☆66Updated 10 years ago
- Implementation of "GANs for Biological Image Synthesis"☆95Updated 7 years ago
- 📡 Foregrounds Simulation for EoR 21 cm Signal Detection 📡☆15Updated last year
- MCMC tutorial for the Local Group Astrostatistics workshop☆16Updated 9 years ago
- Content for my Astronomy 599 / Applied Math 500 Course: Intro to scientific computing in Python☆79Updated 6 years ago
- Density estimation using Gaussian mixtures in the presence of noisy, heterogeneous and incomplete data☆80Updated 4 months ago
- A probabilistic programming framework based on TensorFlow☆87Updated 5 years ago
- Training, generation, and analysis code for Learning Particle Physics by Example: Location-Aware Generative Adversarial Networks for Phys…☆60Updated 7 years ago
- Some notes about MCMC☆44Updated 7 years ago