mwalmsley/galaxy-datasets

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mwalmsley/galaxy-datasets

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ML-friendly datasets of galaxy images and labels

zoobot

Classifies galaxy morphology with Bayesian CNN

Jupyter Notebook

galaxy-zoo-bayesian-cnn

Use Bayesian CNN and Active Learning to Scale Galaxy Zoo (public)

galaxy_mnist

Galaxy images labelled by morphology (shape). Aimed at ML development and teaching.

Jupyter Notebook

galaxy-poster

Show ML predictions w/ Streamlit

agnfinder

Detect AGN from photometry in XXL data, as Euclid prep.

Jupyter Notebook

zoobot-3d

Segmentation playground for GZ3D and more

Jupyter Notebook

galaxy-explorer-streamlit

Explore the latent space of Galaxy Zoo's AI models

morphology-tools

Jupyter Notebook

decals_similarity

Similarity search for galaxies in DECaLS.

tidal-features-classifier

Classify low surface brightness features with convolutional neural networks and other approaches.

nam-ml

Convenient static website sharing details on the NAM 2022 ML special sessions

gz-panoptes-reduction

Reduce crowdsourced classifications from Galaxy Zoo (Panoptes)

Jupyter Notebook

ai-weekend

AI Hack Weekend 2019 at Oxford Foundry, Solving Hiring Bias