Pinned Repositories
3D-CNN-model-to-predict-the-diagnosis-of-Azheimer-s-disease
Predicting the diagnosis of Azheimer’s disease, and mild cognitive impairment using 3D CNN model and brain 18F-FDG PET brain scans
AI-Agent-Poker
An AI agent for a 5-card poker game. The agent is designed as a reflex agent, meaning it acts based on the strength of its hand without considering the opponent's bidding. The underlying strategy is to use machine learning, game theory, and decision-making algorithms to adapt and improve the agent's performance over time.
Bayesian-Network
The objective of this lab is to learn how to construct Bayesian Network from data, learn how to implement Na¨ıve Bayes algorithm for classification tasks, and how to use Bayesian Network and Na¨ıve Bayes for inference.
Customer-Churn-Prediction-in-Telecommunications-Industry
Developing-Submarine-for-Monitoring-Water-Quality-through-a-Cooperative-and-Innovative-Approach
This is my Bachelor's thesis
Image-Transpose-and-enhancement
GPU Programming
K-means-Clustering
K-Nearest-Neighbors-GPU-version
Learning-Systems-Generalization
Reinforcement-Learning
Using reinforcement learning to optimally solve a Markov Decision process
hammoud-m's Repositories
hammoud-m/K-means-Clustering
hammoud-m/Developing-Submarine-for-Monitoring-Water-Quality-through-a-Cooperative-and-Innovative-Approach
This is my Bachelor's thesis
hammoud-m/3D-CNN-model-to-predict-the-diagnosis-of-Azheimer-s-disease
Predicting the diagnosis of Azheimer’s disease, and mild cognitive impairment using 3D CNN model and brain 18F-FDG PET brain scans
hammoud-m/Customer-Churn-Prediction-in-Telecommunications-Industry
hammoud-m/Image-Transpose-and-enhancement
GPU Programming
hammoud-m/K-Nearest-Neighbors-GPU-version
hammoud-m/Learning-Systems-Generalization
hammoud-m/Anomaly-Detection
working with detecting anomalies in data using basic Python libraries and the PyOD library for detecting anomalies.
hammoud-m/Anomaly-Detection2
detecting anomalies in high dimensional data
hammoud-m/Automatic-diagnosis-of-Alzheimer-s-disease-using-Deep-Learning
hammoud-m/Creating-a-2D-Puzzle-Framework
hammoud-m/Image-Segmentation-using-CNNs
design a CNN-based **encoder-decoder architecture** to segment rgb images
hammoud-m/Learning-System-ANN
hammoud-m/Learning-Systems-Classification
hammoud-m/Learning-Systems-Regression
hammoud-m/Learning-Systems-SVM
hammoud-m/operating-system-kernel-RMTK
RMTK highlights its core functionalities, task management, mailbox-based communication, and timing functions.
hammoud-m/Company_Managment_Program
a management program for a Company
hammoud-m/data-exploration
Exploring and preparing a dataset for data mining tasks
hammoud-m/Data-Security-for-Embedded-Systems
IT Security, Phishing, Cryptography, RSA, SSL, and Advent of Code Challenge.
hammoud-m/Data-Security-for-Embedded-Systems2
Kerberos, PIN Verification, and Protocol Fix
hammoud-m/Exploring-Association-Rule-Mining
explore association rule mining with Apriori and Networkx libraries. Covers Market Basket Analysis concepts, interestingness measures (support, confidence, lift, conviction), tasks for rule calculation, real-world credit dataset analysis, and discusses entropy's relation to itemset frequency.
hammoud-m/Facial_Recognition_Using_Siamese_Network
hammoud-m/Image-Classification-using-CNNs
hammoud-m/MLP-Regression-Task
hammoud-m/Random-Data-Analysis-with-Statistics
This Java code generates random data, calculates its average and variance, and prints the results. It simulates data creation with a given probability, making it useful for statistical analysis and random data generation tasks.
hammoud-m/Regression-using-Recurrent-Neural-Networks
hammoud-m/Smart-Home-Project
The Smart Home system records temperatures, offers date/time adjustment, displays 7-day data, and provides debugging and light optimization via a user-friendly menu
hammoud-m/Spark-Machine-Learning
hammoud-m/Weather-Impact-Analysis-Data-Mining
Weather Impact Analysis: Investigate how weather conditions (wind, sea currents,waves) affect fuel consumption on vessels