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neural-networks-pytorch

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FrugalAI Chip: Modular silicon architecture for disposable AI. Achieves 10.9× better CAPEX efficiency using 28nm chiplets + algorithmic decomposition. Validated: +4.8% accuracy, -91% carbon, 21.47× transformer speedup.

  • Updated Dec 8, 2025
  • Jupyter Notebook

A web application developed using Streamlit that leverages federated learning (FL) to collaboratively train a character-level recurrent neural network (CharRNN) model for text generation. The model is specifically trained on a custom dataset of Linux errors and their solutions.

  • Updated Mar 10, 2024
  • Python

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