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Python code for the book 'Wireless Communications and Machine Learning' by Le Liang, Shi Jin, and Geoffrey Ye Li

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Wireless Communications and Machine Learning

Python code to reproduce figures in the book:

Le Liang, Shi Jin, Hao Ye, and Geoffrey Ye Li, Wireless Communications and Machine Learning, Cambridge University Press, 2025.

Chapters

Chapter Name URL
1 Introduction 01
2 Channel Modeling, Estimation, and Compression 02
3 Learning Receiver Design: Signal Detection and Channel Decoding 03
4 End-to-end Learning of Wireless Communication Systems 04
5 Learning Resource Allocation in Wireless Networks 05
6 Wireless for AI: Distributed and Federated Learning 06

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Python code for the book 'Wireless Communications and Machine Learning' by Le Liang, Shi Jin, and Geoffrey Ye Li

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  • Python 92.5%
  • Jupyter Notebook 5.7%
  • MATLAB 1.5%
  • Shell 0.3%