Pinned

1. cords cords Public

   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.

   Jupyter Notebook 309 50

2. distil distil Public

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

   Jupyter Notebook 138 23

3. submodlib submodlib Public

   Summarize Massive Datasets using Submodular Optimization

   Jupyter Notebook 80 27

4. spear spear Public

   SPEAR: Programmatically label and build training data quickly.

   Jupyter Notebook 103 20

5. jensen jensen Public

   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 (Logist…

   C++ 50 21

6. trust trust Public

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

   Python 18 10