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1. grokking-demo grokking-demo Public

   A foray into mechanistic interpretability using the case of a 1-layer transformer grokking modular addition -- techniques include principal component analysis, discrete Fourier transforms, ablation…

   Jupyter Notebook

2. neuralnetwork neuralnetwork Public

   Constructing a neural network without PyTorch to learn how to implement backpropagation, gradient descent, and learn more about model architecture.

   Jupyter Notebook

3. ImageProcessing ImageProcessing Public

   Suite to process ets files with 100 1400x1400 pixel images. Has tools to average images, divide, align, save, create histograms, and fit histograms.

   Python

4. Chess Chess Public

   A fun project I did during the summer before my sophomore year. Two player chess with castling, en passant, promotion, and stalemate.

   Python