farkoo/DS-Arch

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farkoo/DS-Arch

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This repository contains my assignments and projects in the Data Structures Course at Isfahan University of Technology.

Retinal-Vessel-Segmentation

In this repository, I implement a system for extract blood vessels from DRIVE images.

GNN-Citations

Node Classification with Graph Neural Networks

Jupyter Notebook

Cells-Segmentation-and-Count

This program is implemented to count the number of cells in the image. The cells are also labeled and the perimeter and area are calculated for each cell.

farkoo-Simulator

An assembler and hardware simulator for Mano Basic Computer, a 16-bit computer.

Covid19-Detection-from-ChestXRayImages

In this notebook, we examine covid-19 infection with the help of convolutional neural network and chest x-ray images.

Jupyter Notebook

TSP-with-Genetic-Algorithms

This code provides a solver for the Traveling Salesman Problem (TSP) using a genetic algorithm approach.

Novel-Seam-Carving-Method

A new seam carving method

Simon-Game

In this project, we wanted to implement Simon Game with ATmega32 microcontroller. We also used the C language to write the program.

xv6-getreadcount

Add the readcount SysCall to the xv6 kernel

Spotify-Persian-Artists

Jupyter Notebook

CNN-Fashion-MNIST-Keras

Fashion MNIST dataset Classification using Convolutional Neural Networks.

Jupyter Notebook

Parkinsons-Diagnosis-ML

Presenting a method based on machine learning to predict Parkinson's disease using audio signals

Jupyter Notebook

Cat-Dog-Classifier

The purpose of this project is to train a model that can classify images of dogs and cats into two separate classes.

Jupyter Notebook

farkoo

Circle-Hough-Transform

Implement circle hough transform in Matlab.

Management-Sport-Venues-and-events

This system is designed to manage sports venues such as sports complexes, gyms, clubs, and academies.

Classification-Complexity-Measures

In this repository, the measures reviewed in article "How Complex is your classification problem? A survey on measuring classification complexity" have been implemented.

Jupyter Notebook

PG-PPO-OthelloSolver

This repository provides an implementation of Othello game playing agents trained using reinforcement learning techniques.

MNIST-Handwritten-Digit-Recognition-PyTorch

Classify MNIST dataset in PyTorch framework.

Jupyter Notebook

Self-Calibrated-LowLight-Image-Enhancement

Revealing Shadows: Low-Light Image Enhancement Using Self-Calibrated Illumination. https://arxiv.org/abs/2312.15199

PySpark-Sklearn-Classifier-Comparison

This repository provides examples of image feature vector classification using PySpark and scikit-learn, offering flexibility in choosing between the two popular machine learning libraries.

Graph-Mining

Graph Mining course @ IUT-4001

Jupyter Notebook

N-Step-SARSA-Lambda-SARSA

This repository contains implementations of reinforcement learning algorithms (N-Step SARSA and λ-Step SARSA) for the Windy Gridworld problem.

AbstractVault

In this repository, embark on a journey through distilled knowledge as we present concise abstracts, allowing swift absorption of critical insights from academic articles and research papers.