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CTR Prediction Model Developed In A Federated Setup On Avazu Dataset.

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FedCTR

PRs Welcome

To Run This On Your Local Machine

  1. Clone This Repo

     git clone https://github.com/ekaksher/FedCTR
    
  2. Change Working Directory

     cd FedCTR
    
  3. Install Requirements

     pip3 install -r requirements.txt
    
  4. To Run The Server

     python FL/server.py
    
  5. To Run The Clients Run The Command Below Where 'cid' is the unique client id which is numerical and less than total number of clients

     python FL/client.py cid
    
  6. To Run The Deployment Server For Interaction

     python Deployment/home.py
    

To Get The Saved Models From Simulation Please Mail At : ekaksher21@gmail.com