Zain Siddiqui's repositories
Predicting-Survival-on-Titanic-with-Machine-Learning-and-Graphical-User-Interface
This program consists of clean and polished Graphical User Interface (GUI) that interacts with 8 Machine Learning models and data visualization tools through the use of different Python libraries. The user can interact with the GUI through selecting which model to run on the testing data on, which then takes them to a screen displaying the prediction results of the testing data as well as the general model accuracy. The screen also includes various buttons that, when selected, display complex and attractive data visualizations on the testing data.
Predicting-House-Prices-using-Machine-Learning
Program that uses Machine Learning to predict house prices based on historical data. Algorithm being implemented is known as "One-shot learning" or linear regression with the least square error as the error measure.
AI-Maze-Runner
This program explores various Artificial Intelligence pathfinding algorithms, both in the traditional application of path planning, and more abstractly in the construction and design of complex objects. The program generates a maze of a given density and runs an pathfinding algorithm on the maze.
Cache-Simulator
A cache simulator that runs through memory access traces that are created during program execution.
KNN-Classifier
A supervised machine learning algorithm that is used to solve both classification and regression problems.
Authentication-and-Access-Control-Library
This program comprises of an authentication and access control (authorization) library in Python which can be used by services that need to rely on their own set of users rather than those who have accounts on the computer.
Deterministic-Finite-Automaton
Program that reads a description of a Deterministic Finite Automaton (DFA) and then classifies input strings as accepted or rejected by the DFA
MotivationalQuoteGenerator
Program that generates motivational quotes and images using HTML,CSS, and PHP which are pulled from an MYSQL database.
Stream-Cipher-Encryption-Algorithms-with-Cipher-Block-Chaining
A program that consists of three ciphers built from scratch which can encrypt and decrypt data that is fed to them. These ciphers include a Stream Cipher, Stream Cipher with Cipher-Block-Chaining and Padding and a Binary Vigenère Cipher.
TravelSite
In this project, our group (team of 4) have designed and implemented a relational database system to support the operations of an online travel reservation system. We have used HTML for the user interface, MySQL for the database server, and Java JDBC for the backend connectivity between the user interface and the database server.
Minimum-Spanning-Tree
Program that finds the minimum spanning tree of a weighted undirected graph using Tarjan & Cheriton's round-robin algorithm.
Polynomial
Program that can perform addition or multiplication operations on two polynomials as well as evaluate a polynomial expression given a specific input.
StringCompress
Simple & efficient program that compresses a string by counting repeating sequences of characters and then outputting the compressed string.