Mike Walmsley's repositories
galaxy_mnist
Galaxy images labelled by morphology (shape). Aimed at ML development and teaching.
galaxy-datasets
ML-friendly datasets of galaxy images and labels
galaxy-poster
Show ML predictions w/ Streamlit
galaxy-explorer-streamlit
Explore the latent space of Galaxy Zoo's AI models
decals_similarity
Similarity search for galaxies in DECaLS.
ai-weekend
AI Hack Weekend 2019 at Oxford Foundry, Solving Hiring Bias
gz-panoptes-reduction
Reduce crowdsourced classifications from Galaxy Zoo (Panoptes)
AstroPile_prototype
Project to collect ALL the data!
bajor
Azure Batch Job Runner - BaJoR
build-ml-pipeline-for-short-term-rental-prices
Project code for cd0581 refresh taught by Giacomo Vianello
gaceta
Scraping utility for downloading Gaceta parliamentary vote history
gatsby-starter-lumen
A minimal, lightweight and mobile-first starter for creating blogs uses Gatsby.
gz-evo
Baselines and loading code for Galaxy Zoo Evo
kade
Knowledge and Discovery Engine (KaDE)
Mephisto
A suite of tools for managing crowdsourcing tasks from the inception through to data packaging for research use.
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
shared-astro-utilities
Convience functions for astrophysics/zooniverse. Public and shared across projects.
shared-notebooks
To share public notebooks via Binder
streamlit_transfer
Live Zoobot transfer learning with Streamlit UI
zoo_search
Search bar for volunteer posts on Zooniverse
zoobot-euclid
Minimal Zoobot (or other) ML model for Euclid pipeline
zoobot-predictions
Make arbitrary-scale (100k+ galaxies) predictions (inc. representations) from Zoobot