torchview: visualize pytorch models
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May 18, 2025 - Python
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torchviz
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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.
linux client server text-generation torch pytorch neural-networks matplotlib client-server socket-programming fine-tuning federated-learning charrnn streamlit neural-networks-pytorch llm torchviz llm-model
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Mar 10, 2024 - Python
This project implements a **Handwritten Digit Classification** system using the **MNIST dataset**. The model is trained to recognize digits from `0–9` based on grayscale images of handwritten characters. The project demonstrates the application of deep learning techniques for image recognition tasks.
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Sep 12, 2025 - Jupyter Notebook
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