Bigscity-LibCity

Get Started

  • Introduction
  • Install LibCity
  • Quick Start
  • Directory Structure

User Guide

  • Config Settings
  • Data Introduction
  • Reproduced Model List
  • Evaluator Introduction
  • Executor Introduction
  • Usage

Developer Guide

  • Code Style
  • Customize Dataset
  • Customize Models
  • Customize Executors

Tutorial

  • Install and quick start
  • Run an existing model in LibCity
  • Add a new model to LibCity
  • Tuning the model with automatic tool
  • Visualize Atomic Files

API REFERENCE

  • libcity.config
  • libcity.data
  • libcity.evaluator
  • libcity.executor
  • libcity.model
    • libcity.model.eta
    • libcity.model.map_matching
    • libcity.model.road_representation
    • libcity.model.traffic_accident_prediction
    • libcity.model.traffic_demand_prediction
    • libcity.model.traffic_flow_prediction
      • libcity.model.traffic_flow_prediction.ACFM
      • libcity.model.traffic_flow_prediction.ACFMCommon
      • libcity.model.traffic_flow_prediction.AGCRN
      • libcity.model.traffic_flow_prediction.ASTGCN
      • libcity.model.traffic_flow_prediction.ASTGCNCommon
      • libcity.model.traffic_flow_prediction.CONVGCN
      • libcity.model.traffic_flow_prediction.CONVGCNCommon
      • libcity.model.traffic_flow_prediction.CRANN
      • libcity.model.traffic_flow_prediction.DGCN
      • libcity.model.traffic_flow_prediction.DSAN
      • libcity.model.traffic_flow_prediction.MSTGCN
      • libcity.model.traffic_flow_prediction.MSTGCNCommon
      • libcity.model.traffic_flow_prediction.MultiSTGCnet
      • libcity.model.traffic_flow_prediction.MultiSTGCnetCommon
      • libcity.model.traffic_flow_prediction.ResLSTM
      • libcity.model.traffic_flow_prediction.STDN
      • libcity.model.traffic_flow_prediction.STNN
      • libcity.model.traffic_flow_prediction.STResNet
      • libcity.model.traffic_flow_prediction.STResNetCommon
      • libcity.model.traffic_flow_prediction.STSGCN
      • libcity.model.traffic_flow_prediction.ToGCN
    • libcity.model.traffic_od_prediction
    • libcity.model.traffic_speed_prediction
    • libcity.model.trajectory_loc_prediction
    • libcity.model.abstract_model
    • libcity.model.abstract_traffic_state_model
    • libcity.model.abstract_traffic_tradition_model
    • libcity.model.loss
    • libcity.model.utils
  • libcity.pipeline
  • libcity.utils
Bigscity-LibCity
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  • libcity.model »
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libcity.model.traffic_flow_predictionΒΆ

  • libcity.model.traffic_flow_prediction.ACFM
  • libcity.model.traffic_flow_prediction.ACFMCommon
  • libcity.model.traffic_flow_prediction.AGCRN
  • libcity.model.traffic_flow_prediction.ASTGCN
  • libcity.model.traffic_flow_prediction.ASTGCNCommon
  • libcity.model.traffic_flow_prediction.CONVGCN
  • libcity.model.traffic_flow_prediction.CONVGCNCommon
  • libcity.model.traffic_flow_prediction.CRANN
  • libcity.model.traffic_flow_prediction.DGCN
  • libcity.model.traffic_flow_prediction.DSAN
  • libcity.model.traffic_flow_prediction.MSTGCN
  • libcity.model.traffic_flow_prediction.MSTGCNCommon
  • libcity.model.traffic_flow_prediction.MultiSTGCnet
  • libcity.model.traffic_flow_prediction.MultiSTGCnetCommon
  • libcity.model.traffic_flow_prediction.ResLSTM
  • libcity.model.traffic_flow_prediction.STDN
  • libcity.model.traffic_flow_prediction.STNN
  • libcity.model.traffic_flow_prediction.STResNet
  • libcity.model.traffic_flow_prediction.STResNetCommon
  • libcity.model.traffic_flow_prediction.STSGCN
  • libcity.model.traffic_flow_prediction.ToGCN
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