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Open Source Projects

Open source projects, educational toolkits, and code experiments.

Demonstration of the PanNuke segmentation app

Open Source Project

PanNuke Segmentation Playground

From-scratch PyTorch implementations of UNet, UNet++, and ResNet-UNet, plus a Streamlit app for inspecting their masks.

PyTorch Computer Vision Segmentation

Vintage IBM punch card with neural network code

Open Source Project

attogpt: A GPT on Punch Cards

A working GPT compressed from 240 to 31 lines of Python, then encoded on 52 IBM-style punch cards.

Neural Networks Code Golf Transformers Historical Computing