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.

datasets

Datasets

decile-team.github.io

https://decile.org/workshop/

decile-workshop

distil

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

jensen

A C++ toolkit for Convex Optimization (Logistic Loss, SVM, SVR, Least Squares etc.), Convex Optimization algorithms (LBFGS, TRON, SGD, AdsGrad, CG, Nesterov etc.) and Classifiers/Regressors (Logistic Regression, SVMs, Least Squares Regression etc.)

spear

SPEAR: Programmatically label and build training data quickly.

submodlib

Summarize Massive Datasets using Submodular Optimization

trust

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

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.

decile-team/distil

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

decile-team/spear

SPEAR: Programmatically label and build training data quickly.

decile-team/submodlib

Summarize Massive Datasets using Submodular Optimization

decile-team/jensen

A C++ toolkit for Convex Optimization (Logistic Loss, SVM, SVR, Least Squares etc.), Convex Optimization algorithms (LBFGS, TRON, SGD, AdsGrad, CG, Nesterov etc.) and Classifiers/Regressors (Logistic Regression, SVMs, Least Squares Regression etc.)

decile-team/trust

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

decile-team/decile-team.github.io

https://decile.org/workshop/

decile-team/datasets

Datasets

decile-team/decile-workshop