LarsDoorenbos / generate-spectraLinks
Repository for "Galaxy spectroscopy without spectra: Galaxy properties from photometric images with conditional diffusion models" (ApJ) and "Generating astronomical spectra from photometry with conditional diffusion models" (ML4PS@NeurIPS 2022)
☆14Updated 7 months ago
Alternatives and similar repositories for generate-spectra
Users that are interested in generate-spectra are comparing it to the libraries listed below
Sorting:
- A denoising diffusion probabilistic model synthesises galaxies that are qualitatively and physically indistinguishable from the real thin…☆57Updated 3 years ago
- Autoencoders for galaxies☆11Updated 4 years ago
- A CIFAR10-like galaxy image dataset☆43Updated last week
- Semantic alignment of astronomical data with natural language using multi-modal models. (Jax) Code associated with https://arxiv.org/abs/…☆16Updated last year
- Transformer based foundation model for astronomy☆43Updated 2 weeks ago
- Predicting galaxy spectra from images☆19Updated 2 years ago
- Repository for the project "DeepShadows: Separating LSBGs from artifacts using Deep Learning"☆19Updated 2 years ago
- Classifies galaxy morphology with Bayesian CNN☆113Updated last month
- Cosmic-CoNN: A Cosmic Ray Detection Deep-Learning Framework, Dataset, and Toolkit☆27Updated last year
- Implicit neural representations for strong lensing source reconstruction. Code repository associated with https://arxiv.org/abs/2206.1482…☆12Updated 2 years ago
- Streamlit app for galaxy similarity search☆25Updated 3 years ago
- Deep Learning Based Cosmic Ray Removal for Astronomical Images☆47Updated last year
- Exploring how ChatGPT can be used to accelerate research in cosmology.☆12Updated 2 years ago
- ☆16Updated 4 years ago
- ML-friendly datasets of galaxy images and labels☆61Updated last month
- Estimating galaxy gas mass fractions using SDSS imaging☆13Updated 5 years ago
- SED fitting comparison on CANDELS observations☆15Updated 3 years ago
- Hyrax - A framework for machine learning in astronomy☆25Updated this week
- Data and codes for self-supervised learning on the DESI legacy surveys☆44Updated last year
- tutorials on shape measurement☆10Updated 3 years ago
- Inference of substructure properties in strong lensing systems with machine learning. Code repository associated with https://arxiv.org/a…☆32Updated 6 years ago
- A Library For Generating Morphological Semantic Segmentation Maps of Astronomical Images☆61Updated last year
- Library of models, datasets, and utilities to build generative models for astronomical images.☆27Updated 4 years ago
- Repo for settings, config, metrics for DESC's Extended LSST Astronomical Time Series Classification Challenge☆12Updated last year
- Fully Adaptive Bayesian Algorithm for Data Analysis (FABADA) is a new approach of noise reduction methods. In this repository is shown th…☆26Updated last month
- Deep Learning for Astronomers with Keras☆204Updated last week
- Bayesian Light Source Separator☆50Updated last week
- Multimodal contrastive pretraining for astronomical data☆158Updated 6 months ago
- hyperspectral galaxy modeling and deblending☆56Updated last year
- Point Spread Function reconstruction☆30Updated last year