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STTF

STTF: A Spatial-Temporal Transformer Framework for Mobile Network Prediction

IEEE TMC UNDER REVIEW

This repository is the official PyTorch implementation for the paper: STTF: A Spatial-Temporal Transformer Framework for Mobile Network Prediction

Framework

OverallFramework

Installation

Environment

  • dgl==2.2.1
  • dglcu102==0.8.1
  • einops==0.8.0
  • matplotlib==3.6.2
  • mlflow==2.1.1
  • networkx==2.8
  • numpy==1.21.2
  • pandas==1.4.2
  • scikit_learn==1.5.0
  • scipy==1.8.0
  • setproctitle==1.3.2
  • torch==1.10.0
  • tqdm==4.64.0

License

The software in this repository is freely available under MIT license.

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