Mike Walmsley (@mwalmsley)
github

mwalmsley

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Top repositories

1

zoobot

Classifies galaxy morphology with Bayesian CNN
Jupyter Notebook
81
star
2

galaxy-datasets

ML-friendly datasets of galaxy images and labels
Jupyter Notebook
30
star
3

galaxy-zoo-bayesian-cnn

Use Bayesian CNN and Active Learning to Scale Galaxy Zoo (public)
Python
20
star
4

galaxy_mnist

Galaxy images labelled by morphology (shape). Aimed at ML development and teaching.
Jupyter Notebook
16
star
5

galaxy-poster

Show ML predictions w/ Streamlit
Python
9
star
6

agnfinder

Detect AGN from photometry in XXL data, as Euclid prep.
Jupyter Notebook
3
star
7

zoobot-3d

Segmentation playground for GZ3D and more
Jupyter Notebook
3
star
8

galaxy-explorer-streamlit

Explore the latent space of Galaxy Zoo's AI models
Python
2
star
9

morphology-tools

Jupyter Notebook
1
star
10

decals_similarity

Similarity search for galaxies in DECaLS.
Python
1
star
11

tidal-features-classifier

Classify low surface brightness features with convolutional neural networks and other approaches.
Python
1
star
12

nam-ml

Convenient static website sharing details on the NAM 2022 ML special sessions
1
star
13

gz-panoptes-reduction

Reduce crowdsourced classifications from Galaxy Zoo (Panoptes)
Jupyter Notebook
1
star
14

ai-weekend

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