jwuphysics / HI-convnets
Estimating galaxy gas mass fractions using SDSS imaging
☆10Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for HI-convnets
- Using SDSS imaging to predict galaxy metallicity. Maintained by @jwuphysics @boada☆10Updated 4 years ago
- Predicting galaxy spectra from images☆15Updated last year
- Repository for the project "DeepShadows: Separating LSBGs from artifacts using Deep Learning"☆16Updated last year
- Streamlit app for galaxy similarity search☆21Updated 2 years ago
- Autoencoders for galaxies☆10Updated 3 years ago
- Inference of substructure properties in strong lensing systems with machine learning. Code repository associated with https://arxiv.org/a…☆31Updated 5 years ago
- ☆22Updated 5 years ago
- Deep Learning Based Cosmic Ray Removal for Astronomical Images☆42Updated 7 months ago
- Exploring how ChatGPT can be used to accelerate research in cosmology.☆12Updated last year
- A pipeline for versatile strong lens sample simulations☆27Updated 4 months ago
- SED fitting comparison on CANDELS observations☆15Updated last year
- A repo for code review sessions at CAS☆31Updated this week
- Deep Learning for IACT Event Reconstruction☆52Updated last week
- Open Source Photometric classification https://supernnova.readthedocs.io☆30Updated last week
- A GAN for the generation of mock astronomical surveys☆22Updated 5 years ago
- Software written to analyze the output of the CAMEL simulations.☆37Updated this week
- Probing the nature of dark matter by inferring the dark matter particle mass with machine learning and stellar streams.☆17Updated last year
- ☆13Updated 6 months ago
- These are tutorials on how to use Pandas Data Frames for professional astronomy. Import common types of astronomical data, filter, sort,…☆11Updated 6 years ago
- Analysis code for the research paper "Convolutional neural networks: a magic bullet for gravitational-wave detection?"☆32Updated 3 months ago
- Nikola source files for https://www.legacysurvey.org.☆7Updated 10 months ago
- Deep Learning for Astronomers with Keras☆193Updated this week
- Python code for manipulating high resolution X-ray spectra☆9Updated 8 months ago
- Differentiable cosmological emulators: the JAX version of CosmoPower☆31Updated 2 weeks ago
- Repo for settings, config, metrics for DESC's Extended LSST Astronomical Time Series Classification Challenge☆12Updated this week
- Neural network nested and MCMC sampling☆20Updated 3 years ago
- DESI spectral pipeline☆36Updated this week
- Investigating the information content in the cosmic web through dark matter halo graphs. Arxiv paper: https://arxiv.org/abs/2207.05202☆12Updated 10 months ago
- Library of models, datasets, and utilities to build generative models for astronomical images.☆27Updated 3 years ago
- Souce code for our ARA&A review of Gaussian process regression for astronomical time-series☆30Updated this week