Projects in Awesome Lists tagged with submodular-optimization
A curated list of projects in awesome lists tagged with submodular-optimization .
https://github.com/jmschrei/apricot
apricot implements submodular optimization for the purpose of selecting subsets of massive data sets to train machine learning models quickly. See the documentation page: https://apricot-select.readthedocs.io/en/latest/index.html
data-science machine-learning python submodular-optimization submodularity
Last synced: 04 Apr 2025
https://github.com/decile-team/submodlib
Summarize Massive Datasets using Submodular Optimization
combinatorial-optimization data-summarization greedy-algorithms optimizers submodular submodular-functions submodular-information-measures submodular-optimization
Last synced: 07 Apr 2026
https://github.com/jmmanley/pysfm
Some tools for submodular function minimization in Python
Last synced: 05 Mar 2025
https://github.com/pratik08/pytorch-submodular
A GPU accelerated Submodular Optimization toolkit.
cpp machine-learning submodular-optimization submodularity
Last synced: 06 Dec 2025
https://github.com/tlrmchlsmth/tms_submod
Routines for submodular set function minimization
frank-wolfe fujishige-wolfe submodular-optimization submodularity
Last synced: 04 Jul 2025
https://github.com/ghost---shadow/insquad
InSQuaD is a research framework for efficient in-context learning that leverages submodular mutual information to optimize the quality-diversity tradeoff in example selection for large language models
information-retrieval large-language-models submodular-optimization
Last synced: 30 Aug 2025
