Neural Networks from Scratch
Implemented a Perceptron with forward and backpropagation using only NumPy. Trained a custom neural network on the Japanese MNIST dataset (70k Hiragana images, 10 classes) achieving over 80% accuracy using PyTorch.
Implemented a Perceptron with forward and backpropagation using only NumPy. Trained a custom neural network on the Japanese MNIST dataset (70k Hiragana images, 10 classes) achieving over 80% accuracy using PyTorch.