submodular-optimization
There are 25 repositories under submodular-optimization topic.
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
decile-team/submodlib
Summarize Massive Datasets using Submodular Optimization
malllabiisc/DiPS
NAACL 2019: Submodular optimization-based diverse paraphrasing and its effectiveness in data augmentation
plusk01/Anticipated-VINS-Mono
visual-inertial odometry (VINS-Mono) with motion-aware feature selection
VamshiTeja/SMDL
(IJCAI 2019) Submodular Batch Selection for Training Deep Neural Networks
joschout/SubmodularMaximization
A collection of optimization algorithms for maximizing unconstrained submodular set functions.
Tixierae/EMNLP2017_NewSum
Code for the paper: Combining Graph Degeneracy and Submodularity for Unsupervised Extractive Summarization
ApurbaSengupta/Recommending-Movies
Recommending movies based on a utility function of movie ratings
crharshaw/SubmodularGreedy.jl
Efficient greedy-based methods for constrained submodular optimization.
Nanthini10/Sub-modular-Optimization
Greedy and Lazy Greedy Sub Modular Optimisation
tajanthan/memf
Memory Efficient Max Flow
jmmanley/PySFM
Some tools for submodular function minimization in Python
Pratik08/pytorch-submodular
A GPU accelerated Submodular Optimization toolkit.
UNCCharlotte-CS-Robotics/Gas-Leak-Estimation
Probabilistic Gas Leak Rate Estimation using Submodular Function Maximization with Routing Constraints
testzer0/Submod-LDQA
Submodular Subset Selection for Long-Document Question Answering
tlrmchlsmth/tms_submod
Routines for submodular set function minimization
aryandeshwal/Submodular_Relaxation_BOCS
Python implementation of Scalable Combinatorial Bayesian Optimization with Tractable Statistical Models
glb400/Submodular-Matroids-Knapsacks
[AAAI 2023] Implementation of Submodular-Maximization-under-the-Intersection-of-Matroid-and-Knapsack-Constraints
smferdous1/Submodular-b-matching
Implementation of Serial and Parallel Local Lazy Greedy for submodular b-matching
avxxx/Optimizing-Project-2020
Проект по методам оптимизации, 3 курс, ФУПМ МФТИ
buntonj/SFO_CPP
A fast, templated C++ header library for submodular optimization (subset selection) problems.
fouratifares/RGL
Randomized Greedy Learning Under Full-bandit Feedback
gaurav71531/deltaSMF
delta-submodular work codes
pgoelz/migration
Simulation code for the paper “Migration as Submodular Optimization” by Paul Gölz and Ariel D. Procaccia.