The Neural Network Visualizer is a FastAPI project that allows you to create and visualize neural networks. Users can input the number of layers, input layer size, output layer size, and the number of neurons in each layer. The application will create the neural network and display a visual representation of the network in the UI.
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Clone the repository:
git clone https://github.com/yourusername/neural-visualizer.git cd neural-visualizer
python -m venv venv
source venv/bin/activate # On Windows, use: venv\Scripts\activate
pip install -r requirements.txt
uvicorn app.main:app --host 0.0.0.0 --port 8000 --reload
app/: Contains the FastAPI application and related files.
templates/: HTML templates for the user interface.
requirements.txt: Lists the project dependencies.
README.md: Project documentation.