A lightweight neural network framework in Python 🐍
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May 17, 2025 - Python
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from-scratch-neural-network
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A convolutional neural network (CNN) built from scratch using only NumPy to classify handwritten digits from the MNIST dataset.
python machine-learning deep-learning numpy cnn mnist convolutional-neural-networks gradient-descent from-scratch from-scratch-in-python from-scratch-neural-network from-scratch-implementation
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Jul 3, 2025 - Jupyter Notebook
Train a handwritten digit recognizer from scratch using a custom-built Artificial Neural Network (ANN) in NumPy. This project generates the model weights (model_weights.npz) used by the DigitRecognizerWebApp repo. Includes full training pipeline, real image testing, and activation flow visualization.
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Jun 5, 2025 - Python
Neural network from scratch to predict cirrhosis stages
deep-learning neural-network multiclass-classification cirrhosisliverprediction from-scratch-neural-network
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Dec 8, 2024 - Jupyter Notebook
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