submodlib
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submodlib

  • Introduction

General Functions

  • Submodular Functions
  • Facility Location
  • Disparity Min
  • Log-Determinant
  • Set Cover
  • Probabilistic Set Cover
  • Graph Cut
  • Feature Based
  • Disparity Sum
  • Set Function

Mutual Information Functions

  • Submodular Mutual Information
  • Facility Location Mutual Information
  • Facility Location Variant Mutual Information
  • Graph Cut Mutual Information
  • Log-Determinant Mutual Information
  • Concave Over Modular
  • Set Cover Mutual Information
  • Probabilistic Set Cover Mutual Information

Conditional Gain Functions

  • Conditional Gain
  • Facility Location Conditional Gain
  • Graph Cut Conditional Gain
  • Log-Determinant Conditional Gain
  • Set Cover Conditional Gain
  • Probabilistic Set Cover Conditional Gain

Conditional Mutual Information Functions

  • Conditional Mutual Information
  • Facility Location Conditional Mutual Information
  • Log-Determinant Conditional Mutual Information
  • Set Cover Conditional Mutual Information
  • Probabilistic Set Cover Conditional Mutual Information

Combine Functions

  • Clustered

Optimizers

  • Naive Greedy
  • Stochastic (Random) Greedy
  • Lazy Greedy or Accelerated Greedy
  • Lazier Than Lazy Greedy

Bibliography

  • Bibliography
submodlib
  • Docs »
  • Overview: module code

All modules for which code is available

  • submodlib.functions.clustered
  • submodlib.functions.concaveOverModular
  • submodlib.functions.disparityMin
  • submodlib.functions.disparitySum
  • submodlib.functions.facilityLocation
  • submodlib.functions.facilityLocationConditionalGain
  • submodlib.functions.facilityLocationConditionalMutualInformation
  • submodlib.functions.facilityLocationMutualInformation
  • submodlib.functions.facilityLocationVariantMutualInformation
  • submodlib.functions.featureBased
  • submodlib.functions.graphCut
  • submodlib.functions.graphCutConditionalGain
  • submodlib.functions.graphCutMutualInformation
  • submodlib.functions.logDeterminant
  • submodlib.functions.logDeterminantConditionalGain
  • submodlib.functions.logDeterminantConditionalMutualInformation
  • submodlib.functions.logDeterminantMutualInformation
  • submodlib.functions.probabilisticSetCover
  • submodlib.functions.probabilisticSetCoverConditionalGain
  • submodlib.functions.probabilisticSetCoverConditionalMutualInformation
  • submodlib.functions.probabilisticSetCoverMutualInformation
  • submodlib.functions.setCover
  • submodlib.functions.setCoverConditionalGain
  • submodlib.functions.setCoverConditionalMutualInformation
  • submodlib.functions.setCoverMutualInformation
  • submodlib.functions.setFunction

© Copyright 2020, Vishal Kaushal Revision 1890b157.

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