Zoe Duan's Projects
Put work here done after Sprint 3
Bank Account Application in Java
Compare hashing: 1. Linear Probing 2. Quadratic Probing 3. Double Hashing
If the input is a Directed Acyclic Graph, then output the topological order of the vertices. If the input is a Directed Cycle Graph, then output the direct cycle(s).
Develop a web application on health care, doctors can keep track of patients by their names and ID numbers, along with their medical history. Patients can access and update their personal information and retrieve their medical history.
A new method to improve the prediction accuracy by applying NP-Umbrella algorithm to random forest, it leads to an 11% precision improvement when compared with random forest for classification of credit default.
This repository contains the projects and assignments of course Machine Learning, which covers Regression, Classification, Measurement of the Accuracy of the model, Reinforcement Learning and Deep Learning
Python code for common Machine Learning Algorithms
A web application for bus booking. Users can sign in/ sign up to the system, and they can customize their trip, for instance, they can set the date and time, choose the bus and so on
Python Data Science Handbook: full text in Jupyter Notebooks
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
Config files for my GitHub profile.