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Ziru Liu's Projects

heuristic-search icon heuristic-search

Given pseudocode of different heuristic search algorithms, designed a graphical user interface, a 50 eight neighbor benchmark grids map, to implement and evaluate their performances.

local-search icon local-search

Write a Local Search program, which takes an odd size puzzle as input and evaluates its result. The purpose of this program is to compare performances among Hill Climbing, Random Restarts, Random Walk, Simulated Annealing, and Genetic Algorithms by implementing them to evaluate the input puzzle.

photos icon photos

Used Android Studio to design and build a Photos application, which contains two models (Album and Photo). Both models were fulfilled with CRUD operations and Exception Handling mechanisms. The Java Serializable interface was implemented to maintain data persistence.

social-media-site icon social-media-site

Created a fully functional social media site with Django as the backend to fetch and store data in the Database (SQLite), also render templates to the frontend and used HTML, Bootstrap, and JavaScript to fulfill the visualization.

supervised-learning icon supervised-learning

Designed three classifiers: a perception classifier, a multilayer Neural Network classifier, and an SVM classifier to implement Optical Character Recognition (OCR), and delivered a report to compare their performance.

todo-list icon todo-list

This project consists of two parts: based on laravel 5.6 (backend) and angularjs 1.6.9 (frontend).

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