Leon Zhang's repositories
Algorithmic_Stock_Trading
This repo is for developing state of the art machine learning based stock trading strategies, as well as testing traditional indicators.
Movie_Recommendation_Web_App
Repo for a movie recommendation web application built using Flask app with CI/CD setup on cloud platform.
NeuralNetworkDistillation
This repo is about neural network knowledge distillation. We experimented with teacher-student framework, tested the effect of temperature on the distillation performance, reversed distillation and self distilation.
2020_Duke_Datathon_Winner_Submission
Repo for the winning submission of 2020 Duke Datathon. Performed inference and predictive modeling and forecasting on the economic impact of COVID-19 for different countries.
Edit_Distance
This repo implements the edit distance algorithm using dynamic programing. The edit distance problem is a popular topic in genome editing.
Pneumonia_Xray_Detection
Repo for building deep learning architectures in detecting pneumonia disease from lung x-ray images.
ChemE_Captone
Repo for designing a small-scale modular anhydrous ammonia synthesis process
Currency_Exchange_Arbitrage_Detection
This repo is for exploiting arbitrage in currency exchanging using the Bellman-Ford algorithm.
Flight_Booking_System
This repo is a database application for flight booking service that handles transaction and concurrency problem using JDBM and Azure.
leonz12345.github.io
Repo for Leon's personal website
Solve_Maze
This repo is about solving maze problem using dfs and bfs.
Sorting_Algorithms
This repo implements common sorting algorithms including selection sort, insertion sort, bubble sort, merge sort, and quick sort. This repo also evaluates the performance of each algorithm.
Traveling_Salesman_MST
This repo implements Prim’s and Kruskal’s algorithms for finding minimum spanning trees and use it to approximate the solution for the Traveling Salesman Problem.