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1.0.0

Get Started

  • Install and Setup
  • Tutorial
  • Load Custom Scenarios

Datasets

  • Datasets for Node-Level Problems
  • Datasets for Link-Level Problems
  • Datasets for Graph-Level Problems

Scenarios

  • Common framework
  • Node-level problems
  • Link-level problems
  • Graph-level problems

Trainer

  • Common framework
  • Node-level problems
  • Link-level problems
  • Graph-level problems

Continual Learning Methods

  • Bare Model
  • LwF
  • EWC
  • MAS
  • GEM
  • TWP
  • ER-GNN
  • ContinualGNN
  • PackNet
  • Piggyback
  • HAT

Evaluator

  • Basic Performance Metrics
  • Metrics for CL

Utils

  • AdaptiveLinear
BeGin
  • Overview: module code

All modules for which code is available

  • begin.algorithms.bare.graphs
  • begin.algorithms.bare.links
  • begin.algorithms.bare.nodes
  • begin.algorithms.cgnn.nodes
  • begin.algorithms.ergnn.nodes
  • begin.algorithms.ewc.graphs
  • begin.algorithms.ewc.links
  • begin.algorithms.ewc.nodes
  • begin.algorithms.gem.graphs
  • begin.algorithms.gem.links
  • begin.algorithms.gem.nodes
  • begin.algorithms.hat.nodes
  • begin.algorithms.lwf.graphs
  • begin.algorithms.lwf.links
  • begin.algorithms.lwf.nodes
  • begin.algorithms.mas.graphs
  • begin.algorithms.mas.links
  • begin.algorithms.mas.nodes
  • begin.algorithms.packnet.nodes
  • begin.algorithms.piggyback.nodes
  • begin.algorithms.twp.graphs
  • begin.algorithms.twp.links
  • begin.algorithms.twp.nodes
  • begin.evaluators.evaluator
  • begin.scenarios.common
  • begin.scenarios.graphs
  • begin.scenarios.links
  • begin.scenarios.nodes
  • begin.trainers.common
  • begin.trainers.graphs
  • begin.trainers.links
  • begin.trainers.nodes
  • begin.utils.models

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