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_od_prediction
    • libcity.model.traffic_speed_prediction
      • libcity.model.traffic_speed_prediction.ATDM
      • libcity.model.traffic_speed_prediction.AutoEncoder
      • libcity.model.traffic_speed_prediction.DCRNN
      • libcity.model.traffic_speed_prediction.DKFN
      • libcity.model.traffic_speed_prediction.FNN
      • libcity.model.traffic_speed_prediction.GMAN
      • libcity.model.traffic_speed_prediction.GTS
      • libcity.model.traffic_speed_prediction.GWNET
      • libcity.model.traffic_speed_prediction.HGCN
      • libcity.model.traffic_speed_prediction.MTGNN
      • libcity.model.traffic_speed_prediction.RNN
      • libcity.model.traffic_speed_prediction.STAGGCN
      • libcity.model.traffic_speed_prediction.STGCN
      • libcity.model.traffic_speed_prediction.STMGAT
      • libcity.model.traffic_speed_prediction.STTN
      • libcity.model.traffic_speed_prediction.Seq2Seq
      • libcity.model.traffic_speed_prediction.TGCLSTM
      • libcity.model.traffic_speed_prediction.TGCN
      • libcity.model.traffic_speed_prediction.TemplateTSP
    • 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_speed_predictionΒΆ

  • libcity.model.traffic_speed_prediction.ATDM
  • libcity.model.traffic_speed_prediction.AutoEncoder
  • libcity.model.traffic_speed_prediction.DCRNN
  • libcity.model.traffic_speed_prediction.DKFN
  • libcity.model.traffic_speed_prediction.FNN
  • libcity.model.traffic_speed_prediction.GMAN
  • libcity.model.traffic_speed_prediction.GTS
  • libcity.model.traffic_speed_prediction.GWNET
  • libcity.model.traffic_speed_prediction.HGCN
  • libcity.model.traffic_speed_prediction.MTGNN
  • libcity.model.traffic_speed_prediction.RNN
  • libcity.model.traffic_speed_prediction.STAGGCN
  • libcity.model.traffic_speed_prediction.STGCN
  • libcity.model.traffic_speed_prediction.STMGAT
  • libcity.model.traffic_speed_prediction.STTN
  • libcity.model.traffic_speed_prediction.Seq2Seq
  • libcity.model.traffic_speed_prediction.TGCLSTM
  • libcity.model.traffic_speed_prediction.TGCN
  • libcity.model.traffic_speed_prediction.TemplateTSP
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