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1. financial-ratio-clustering financial-ratio-clustering Public

   2020 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…

   Python 8 3

2. single-school-bus-routing single-school-bus-routing Public

   This 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

3. TGN-volatility-prediction TGN-volatility-prediction Public

   2022 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

4. gitlet gitlet Public

   This 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

5. bearmaps bearmaps Public

   This project implements an interactive map of the area surrounding UC Berkeley with routing capabilities. It mainly uses a trie (prefix tree) structure.

   Java

6. IsolationForest IsolationForest Public

   Forked from elena-sharova/IsolationForest

   testing scikit-learn Isolation Forest

   Jupyter Notebook