apricot
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apricot

  • Introduction
  • Submodular Optimization

Features

  • Sparse Matrices
  • Knapsack Constraints
  • Streaming Optimization

Functions

  • Feature-based Functions
  • Maximum Coverage
  • Facility Location
  • Graph Cut
  • Sum Redundancy
  • Saturated Coverage
  • Mixtures

Optimizers

  • Naive Greedy
  • Lazy Greedy
  • Two-Stage Greedy
  • Approximate Lazy Greedy
  • Stochastic Greedy
  • Sample Greedy
  • GreeDi
  • Modular Greedy
  • Bidirectional Greedy
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