Fatma Moanes NourEl-Din's repositories
JPEG-compression
This code implements a JPEG encoder and decoder for girl.png image with 8-bit grey scaled pixels
Analyze-League-Of-Legends-Matches
Collected and analyzed around 100k solo/duo ranked matches from Riot Games API
bag-of-visual-words_image-classification
A python implementation of multi-class image classification using bag of words technique and SVM classifier.
Deep-Learning-Labs
My implementation for the labs of the Neural Networks and Deep Learning course that I studied at my university, Zewail City.
ecommerce-analysis
Analyzing Large eCommerce Data
Heart-Disease-Prediction
A Machine Learning classification project aiming to predict the presence/ absence of heart disease.
Machine-Learning-Labs
My implementation for the labs of the Machine Learning course that I studied in my university, Zewail City.
OS_Scheduler
Repository that simulates SRTN, HPF, and RR scheduling algorithms.
Pacman-Multi-Agent
UC Berkeley CS188 Intro to AI course Project
Riot-Match-Collector
Collect 1,000 League Of Legends (LOL) matches from Riot Games' API using requests library.
text-summarizer
Abstractive text summarization using seq2seq deep learning model
Twitter-Influencers
A program that finds the top 10 Twitter influencers is implemented and deployed on 2 different Cloud Service Providers (CSP)s to compare between them.
accel-brain-code
The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language processing.