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Endric Daues's Projects

ipcauchy icon ipcauchy

A python implementation of the algorithm described in (https://pubsonline.informs.org/doi/abs/10.1287/ijoc.2021.1142) to count feasible solutions to hard integer programs.

parallel_ipcauchy icon parallel_ipcauchy

A parallel implementation of the IPCauchy Code for the final project in APMA E4302, taught by Kyle Mandli.

pymusic_theory icon pymusic_theory

A collection of Python classes and methods to help me build an intuition around some basic musical theory. I continue to use some of the visualizations here during practice.

stanford_datathon icon stanford_datathon

Submission for the 2020 Blueprint Stanford Hackathon. We implemented a LSTM Neural Network to predict week over week changes in Covid case counts for various US counties given social mobility data.

transformers icon transformers

Repository to train, understand, and experiment with transformer models. The ML code is largely based on Kaparthy's nanoGPT repo (https://github.com/karpathy/nanoGPT), however, the monolithic scripts have been broken down into a more user friendly class structure, and several notebooks deep dive into the code details.

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