Ecosyste.ms: Awesome

https://github.com/decile-team/cords

Reduce end to end training time from days to hours (or hours to minutes), and energy requirements/costs by an order of magnitude using coresets and data selection.

compute-efficient-ml deep-learning energy energy-requirements machine-learning speedups-training

Last synced: 15 Nov 2024

https://github.com/decile-team/distil

DISTIL: Deep dIverSified inTeractIve Learning. An active/inter-active learning library built on py-torch for reducing labeling costs.

active-learning deep-learning reducing-labeling-costs

Last synced: 05 Nov 2024

https://github.com/decile-team/spear

SPEAR: Programmatically label and build training data quickly.

data-efficient-learning data-programming deep-learning labeling-functions machine-learning semi-supervised-learning unsupervised-learning weak-supervision

Last synced: 15 Nov 2024

https://github.com/decile-team/trust

Efficiently search and mine for specific (targeted) classes/slices in your dataset to improve model performance and personalize your models.

Last synced: 15 Nov 2024