ctlearn-project / ctlearn
Deep Learning for IACT Event Reconstruction
☆54Updated this week
Related projects: ⓘ
- DL1 HDF5 format IACT data writer + reader + processor☆11Updated this week
- Inference of substructure properties in strong lensing systems with machine learning. Code repository associated with https://arxiv.org/a…☆30Updated 4 years ago
- A repo for code review sessions at CAS☆30Updated this week
- ☆21Updated 5 years ago
- Streamlit app for galaxy similarity search☆21Updated 2 years ago
- MiraPy: A Python package for Deep Learning in Astronomy☆44Updated 4 years ago
- Materials + Stuff for Astro Hack Week 2018☆19Updated 6 years ago
- Pure Python, MIT-licensed implementation of nested sampling algorithms for evaluating Bayesian evidence.☆75Updated last year
- A pipeline for versatile strong lens sample simulations☆26Updated 2 months ago
- MCMC package for Bayesian data analysis☆58Updated 7 years ago
- Deep learning strong lens finder☆24Updated 6 years ago
- Library of models, datasets, and utilities to build generative models for astronomical images.☆27Updated 3 years ago
- PyAutoFit: Classy Probabilistic Programming☆59Updated last week
- PyAutoLens: Open Source Strong Gravitational Lensing☆159Updated this week
- This project is the implementation of "Generative Adversarial Networks recover features in astrophysical images of galaxies beyond the de…☆82Updated 5 years ago
- detecting anomalies in hyper suprime-cam images with generative adversarial networks☆10Updated 3 years ago
- Machine learning methods for astrophysics (photometric redshift and PDF estimation, star/galaxy classification etc.)☆28Updated 3 years ago
- Material for the "ML for the Sciences" meeting at Princeton University☆48Updated 4 years ago
- Generate latex + bibtex citation commands by looking at what packages are imported☆49Updated 4 years ago
- Gaussian mixtures and image processing implemented in python☆43Updated last week
- 1st ASTERICS-OBELICS International School☆16Updated last year
- Materials for the Mini Summer School in Machine Learning x Astro taught at CCA in Summer '19☆16Updated 4 years ago
- Predict solar eruptions using data from the NASA Solar Dynamics Observatory together with machine learning methods☆33Updated 4 years ago
- Deep Learning for Astronomers with Tensorflow☆193Updated 2 weeks ago
- Data formats for gamma-ray astronomy☆30Updated last year
- hyperspectral galaxy modeling and deblending☆49Updated last month
- Probing the nature of dark matter by inferring the dark matter particle mass with machine learning and stellar streams.☆17Updated last year
- Neural network nested and MCMC sampling☆20Updated 2 years ago
- Deep Learning Based Cosmic Ray Removal for Astronomical Images☆42Updated 5 months ago
- Low-level data processing pipeline software for CTAO or similar arrays of Imaging Atmospheric Cherenkov Telescopes☆63Updated last week