Joe Arrowsmith's repositories
albumentations
Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
autoalbument
AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/
knee-segmentation
Automatic Segmentation of Knee Cartilage from MRI using Deep Learning
time_series_augmentation
An example of time series augmentation methods with Keras
awesome-conformal-prediction
A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.
causality
Notes, exercises and other materials related to causal inference, causal discovery and causal ML.