decile-team

All

10 repositories

languagemodels
Public
Python
•1•0•0•0•Updated Nov 6, 2025Nov 6, 2025
decile-team.github.io
Public
https://decile.org/workshop/
HTML
•5•3•0•1•Updated Oct 25, 2025Oct 25, 2025
submodlib
Public
Summarize Massive Datasets using Submodular Optimization
greedy-algorithms combinatorial-optimization submodular-optimization data-summarization optimizers submodular-functions submodular submodular-information-measures
Jupyter Notebook
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MIT License
•45•125•14•3•Updated May 14, 2025May 14, 2025
spear
Public
SPEAR: Programmatically label and build training data quickly.
machine-learning deep-learning weak-supervision semi-supervised-learning unsupervised-learning data-programming data-efficient-learning labeling-functions
Jupyter Notebook
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MIT License
•22•109•0•1•Updated Jun 27, 2024Jun 27, 2024
trust
Public
Efficiently search and mine for specific (targeted) classes/slices in your dataset to improve model performance and personalize your models.
Python
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MIT License
•10•20•2•1•Updated Nov 17, 2023Nov 17, 2023
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 selecti…
machine-learning energy deep-learning energy-requirements compute-efficient-ml speedups-training
Jupyter Notebook
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MIT License
•61•345•30•0•Updated May 24, 2023May 24, 2023
distil
Public
DISTIL: Deep dIverSified inTeractIve Learning. An active/inter-active learning library built on py-torch for reducing labeling costs.
deep-learning active-learning reducing-labeling-costs
Jupyter Notebook
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MIT License
•26•155•9•0•Updated Feb 5, 2023Feb 5, 2023
decile-workshop
Public
0•0•0•0•Updated Apr 10, 2022Apr 10, 2022
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…
machine-learning machine-learning-algorithms sgd tron logistic-regression regularization gradient-descent support-vector-machines optimization-algorithms convex-optimization
C++
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Other
•21•54•0•0•Updated Feb 26, 2022Feb 26, 2022
datasets
Public
Datasets
Scilab
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MIT License
•1•1•0•0•Updated Mar 24, 2021Mar 24, 2021