jwuphysics / galaxy-cnns
Using SDSS imaging to predict galaxy metallicity. Maintained by @jwuphysics @boada
☆10Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for galaxy-cnns
- Estimating galaxy gas mass fractions using SDSS imaging☆10Updated 3 years ago
- A base package for multi-dimensional contiguous and non-contiguous coordinate-aware arrays.☆44Updated this week
- Souce code for our ARA&A review of Gaussian process regression for astronomical time-series☆30Updated this week
- Autoencoders for galaxies☆10Updated 3 years ago
- Differentiable cosmological emulators: the JAX version of CosmoPower☆31Updated 2 weeks ago
- ☆22Updated 5 years ago
- This repository contains the basic outlier detection algorithm that we use to find the weirdest SDSS galaxies.☆33Updated 7 years ago
- Tools for visualizing spectrosopic light curves, with flux as a function of wavelength and time.☆14Updated last month
- Product to dynamically build and download filepaths to SDSS data products☆14Updated 2 weeks ago
- Predicting galaxy spectra from images☆15Updated last year
- 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
- A denoising diffusion probabilistic model synthesises galaxies that are qualitatively and physically indistinguishable from the real thin…☆50Updated 2 years ago
- interpretable gaussian processes for stellar light curves☆16Updated 2 months ago
- Plugin to add astronomy-specific functionality to glue☆11Updated 3 months ago
- Paper introducing jax-cosmo☆14Updated last year
- Materials for the Mini Summer School in Machine Learning x Astro taught at CCA in Summer '19☆16Updated 4 years ago
- Streamlit app for galaxy similarity search☆21Updated 2 years ago
- 🐈 Automatic differentiable spectrum modeling of exoplanets/brown dwarfs using JAX, compatible with NumPyro and JAXopt☆57Updated this week
- Differentiable strong lens modelling on CPUs and GPUs☆24Updated this week
- An experiment: emcee implemented in JAX☆25Updated 2 years ago
- Automated Classification of Periodic Variable Stars Using Machine Learning☆42Updated 3 years ago
- Parallelized rotation and flipping INvariant Kohonen maps☆22Updated last year
- A package for handling numeric quantities with asymmetric uncertainties.☆18Updated 10 months ago
- Data access and visualization for MaNGA. http://sdss-marvin.readthedocs.io/en/latest/☆56Updated 5 months ago
- Fast and stable solver for Kepler's equation in Python☆14Updated 2 years ago
- Bayesian Extinction And Stellar Tool☆23Updated 3 months ago
- Python code for manipulating high resolution X-ray spectra☆9Updated 8 months ago
- Standard for strong gravitational lensing analyses☆17Updated 5 months ago
- Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.☆24Updated last year
- A JAX package for weak gravitational lensing☆30Updated 6 months ago