mwalmsley/galaxy-datasets mwalmsley/galaxy-datasets

  • Stars
    star
    30
  • Rank 839,658 (Top 17 %)
  • Language
    Jupyter Notebook
  • License
    GNU General Publi...
  • Created over 2 years ago
  • Updated 3 months ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
mwalmsley/galaxy-datasets
github

mwalmsley

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

ML-friendly datasets of galaxy images and labels

More Repositories

1

zoobot

Classifies galaxy morphology with Bayesian CNN
Jupyter Notebook
82
star
2

galaxy-zoo-bayesian-cnn

Use Bayesian CNN and Active Learning to Scale Galaxy Zoo (public)
Python
20
star
3

galaxy_mnist

Galaxy images labelled by morphology (shape). Aimed at ML development and teaching.
Jupyter Notebook
16
star
4

galaxy-poster

Show ML predictions w/ Streamlit
Python
9
star
5

agnfinder

Detect AGN from photometry in XXL data, as Euclid prep.
Jupyter Notebook
3
star
6

zoobot-3d

Segmentation playground for GZ3D and more
Jupyter Notebook
3
star
7

galaxy-explorer-streamlit

Explore the latent space of Galaxy Zoo's AI models
Python
2
star
8

morphology-tools

Jupyter Notebook
1
star
9

decals_similarity

Similarity search for galaxies in DECaLS.
Python
1
star
10

tidal-features-classifier

Classify low surface brightness features with convolutional neural networks and other approaches.
Python
1
star
11

nam-ml

Convenient static website sharing details on the NAM 2022 ML special sessions
1
star
12

gz-panoptes-reduction

Reduce crowdsourced classifications from Galaxy Zoo (Panoptes)
Jupyter Notebook
1
star
13

ai-weekend

AI Hack Weekend 2019 at Oxford Foundry, Solving Hiring Bias
Python
1
star