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Category: Project

ML, Project

Perceptron Based On Pocket Algorithm

This Python program implements the Perceptron algorithm using the Pocket Algorithm. It is used for binary classification and finding a linear separator that separates two
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January 18, 2023September 15, 2023zahra khatibi
Data Structure, Project

Implementations of Advanced Data Structures

Implemented AVL Tree, Min Heap, Huffman Code Tree and Prefix Tree Median Finder with AVL Tree This C++ program implements a median finder using an
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July 9, 2022September 16, 2023zahra khatibi
Project

COOL Compiler

This project is part of a compiler course, aiming to design a compiler for COOL, a unique programming language. A Stack Machine written in COOL
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July 8, 2022September 15, 2023zahra khatibi
Assembly, Project

Image Brightener

Image Brightener is an assembly language program that brightens or darkens a folder of images. It takes as input the path to a directory and an
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June 6, 2022September 15, 2023zahra khatibi
Project

Statistical Study of CPU Scheduling Algorithms

Overview This project involves the implementation and simulation of core operating system scheduling algorithms, including First-Come-First-Serve (FCFS), Shortest Job First (SJF), Shortest Remaining Time First
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January 21, 2022September 15, 2023zahra khatibi
Bio-Inspired, Project

Cutting Stock Problem Using Simulated Annealing

Introduction The Cutting Stock Problem is a challenging optimization problem that arises in various industries, including paper manufacturing and sheet metal production. The goal is
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December 15, 2021September 15, 2023zahra khatibi
Bio-Inspired, Project

Finding Global Min and Max Using PSO

Overview The Particle Swarm Optimization (PSO) Algorithm is a computational method used to optimize a problem iteratively by improving candidate solutions. In this project, we
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December 5, 2021September 15, 2023zahra khatibi
Bio-Inspired, Project

N Agents Problem Using Ant Colony Optimization

This project focuses on solving the assignment problem using Colony Optimization with Python. The assignment problem involves assigning n agents to n tasks while minimizing
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November 13, 2021September 15, 2023zahra khatibi
Bio-Inspired, Project

Solving TSP Problem Using SOM

Overview This project implements a Self-Organizing Map (SOM) to solve the Traveling Salesman Problem (TSP). SOM is an unsupervised machine learning technique used for clustering
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October 30, 2021September 15, 2023zahra khatibi
Bio-Inspired, Project

Solving N Queens Problem Using Memetic Algorithm

Introduction The N Queens problem is a classic problem in combinatorial optimization. It involves placing N chess queens on an N×N chessboard in such a
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October 18, 2021September 15, 2023zahra khatibi

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Feel free to reach out

  • Email Address [email protected]
  • GitHub github.com/Zahrakhatibi

About Me

I am a master's student in Data Science for Economics at the University of Milan. Previously, I completed my undergraduate studies in Computer Science with a minor in Economics. I have a strong interest in the intersection of Computer Science and Economics, particularly in areas such as Data Science, Computational Economics, Data Analysis, and Machine Learning. Feel free to visit my website to learn more about my background and projects.

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