/HPE_CTY

Repository to maintain the learnings of the technologies used for the CTY'23 Project Work provided by HPE

Primary LanguageJupyter Notebook

HPE_CTY Project Work CSE Team 2

Problem Statement: Scikit Learn Support in Swarm Learning

Currently Swarm Learning supports only Tensorflow, Keras or Pytorch based ML programs into Swarm Learning Machine Learning Program for data privacy and security. It uses the security of a blockchain platform to share learnings with peers in a safe and secure manner. More info about Swarm Learning can be viewed at Swarm Learning Official Github Rep

Technologies Used

  • Python Programming Language
  • Linux (Ubuntu Machine for the setup and basic Linux Commands)
  • Docker for containerization
  • Swarm Learning (A Product owned by HPE)
  • Scikit Learn (Specifically Sk-learn callbacks and Model Training)
  • Basics of Computer Networks (Understanding of TCP-IP, Port forwarding, ifconfig, ipconfig)

Reports and Final Presentation PPT

CTY Report and Presentation

Team

Amrutha V Aniket Kashyap Durgaprasad Prathiksha Kini Vasudha G Nitte Vidyesh Kumar