Open Source Project
Interactive Histopathology Segmentation Playground
An educational toolkit with from-scratch PyTorch implementations of UNet, UNet++, and ResNet-UNet, complete with an interactive Streamlit app for exploring the PanNuke dataset.
Open Source Project
attogpt: A Neural Network on Punch Cards
A complete GPT implementation compressed to just 31 lines of Python, then encoded in vintage IBM punch card format. From 240 lines to 31—an 87% reduction while maintaining full functionality.