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financial-ratio-clustering
financial-ratio-clustering Public2020 project by Shu Bin at Claremont McKenna College. This project applies Elkan's K-Means algorithm to S&P 500 stocks using the underlying companies' financial ratios. The algorithm is able to con…
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single-school-bus-routing
single-school-bus-routing PublicThis project applies a hybrid heuristic-simplex algorithm to solve for optimal school bus routes in the Boston school district. The algorithm is able to achieve O(N) time on average, compared to Si…
Python 3
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TGN-volatility-prediction
TGN-volatility-prediction Public2022 project by Shu Bin at Georgia Institute of Technology. This project implements a TGN model using high frequency S&P 500 data to predict the stocks' realized volatility. This algorithm is able …
Jupyter Notebook 1
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gitlet
gitlet PublicThis project creates a mini version of Git with commit, push, pull, and fork capabilities. This algorithm mainly uses a linked list and tree structure.
Java
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bearmaps
bearmaps PublicThis project implements an interactive map of the area surrounding UC Berkeley with routing capabilities. It mainly uses a trie (prefix tree) structure.
Java
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IsolationForest
IsolationForest PublicForked from elena-sharova/IsolationForest
testing scikit-learn Isolation Forest
Jupyter Notebook
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