decile-team

decile-team

Geek Repo

DECILE: Data EffiCient machIne LEarning

Home Page:www.decile.org

Twitter:@decile_research

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decile-team's repositories

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.

Language:Jupyter NotebookLicense:MITStargazers:305Issues:13Issues:47

distil

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

Language:Jupyter NotebookLicense:MITStargazers:136Issues:13Issues:36

spear

SPEAR: Programmatically label and build training data quickly.

Language:Jupyter NotebookLicense:MITStargazers:103Issues:10Issues:2

submodlib

Summarize Massive Datasets using Submodular Optimization

Language:Jupyter NotebookLicense:MITStargazers:75Issues:7Issues:16

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.)

Language:C++License:NOASSERTIONStargazers:49Issues:11Issues:0

trust

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

Language:PythonLicense:MITStargazers:18Issues:7Issues:1

decile-team.github.io

https://decile.org/workshop/

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datasets

Datasets

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