FLGo

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FLGo

Get Started
Overview
Overview
- Architecture
  Architecture
Docs
Docs
- FLGo
- flgo.algorithm
  flgo.algorithm
- flgo.benchmark
  flgo.benchmark
  - flgo.benchmark.base
  - flgo.benchmark.toolkits
    flgo.benchmark.toolkits
    
    flgo.benchmark.toolkits.cv
    
    flgo.benchmark.toolkits.cv
    
    classification
    
    segmentation
    
    detection
    
    flgo.benchmark.toolkits.nlp
    
    flgo.benchmark.toolkits.nlp
    
    classification
    
    language_modeling
    
    translation
    
    flgo.benchmark.toolkits.graph
    
    flgo.benchmark.toolkits.graph
    
    node_classification
    
    graph_classification
    
    link_prediction
    
    flgo.benchmark.toolkits.tabular
    
    flgo.benchmark.toolkits.partition
    
    flgo.benchmark.toolkits.visualization
- flgo.experiment
  flgo.experiment
  - flgo.experiment.logger
    flgo.experiment.logger
    
    BasicLogger
  - flgo.experiment.analyzer
  - flgo.experiment.device_scheduler
- flgo.simulator
  flgo.simulator
  - flgo.simulator.base
  - flgo.simulator.default_simulator
- flgo.utils
  flgo.utils
  - flgo.utils.fflow
  - flgo.utils.fmodule
Tutorials
Tutorials
- 0 Quick Start
  0 Quick Start
- 1 Configuration
  1 Configuration
- 2 Algorithm Customization
  2 Algorithm Customization
- 3 Benchmark Customization
  3 Benchmark Customization
- 4 Simulator Customization
  4 Simulator Customization
Resources
Resources
- Algorithm
  Algorithm
  - Classical FL
  - Personalized FL
- Benchmark
  Benchmark
  - Image
    Image
    
    Classification
    
    Detection
    
    Segmentation
  - Text
    Text
    
    Classification
    
    Translation
    
    Language Modeling
  - Graph
    Graph
    
    Graph Classification
    
    Node Classification
    
    Link Prediction
- Simulator
  Simulator
  - Horizontal
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