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Muhammad Khattab's Projects

cloud icon cloud

Cloud Computing, Cloud access and app deployment using Docker, microservices architecture and communication, deployment using Kubernetes.

cmr-ssl icon cmr-ssl

Evaluating Fairness for Semi-supervised Learning Cardiac Magnetic Resonance Image Segmentation

cvops icon cvops

Computer Vision image processing, enhancement, and edge detecting

daavir icon daavir

Data Analysis and Visualization in R

data-mining-assignments icon data-mining-assignments

Predicting market prices, weather, and product rating using reviews, as well as classifying face images and cancer gene expressions.

design-patterns icon design-patterns

Patterns in Software Engineering, designing over 30 different applications using suitable design patterns and architecture.

fct icon fct

pytorch implementation for The Fully Convolutional Transformer(FCT)

federated-learning icon federated-learning

Federated Learning for Spleen CT images segmentation using different aggregation schemes.

i2-deep-learning icon i2-deep-learning

Introduction to Deep Learning, sentiment analysis, semantic segmentation, facial key point detection, handwritten digits classification.

kilonerf icon kilonerf

Novel View Synthesis based on KiloNerf, added multi-resolution rendering, semantic segmentation, faster teacher model, reduced samples per ray based on DONeRF.

ml-sequential icon ml-sequential

Machine Learning for Sequential Data, HMM model to generate and classify reviews, word2vec to get word embeddings, autoregressive NTPP to predict events occurrence, hate speech detection.

ml3d-geometry icon ml3d-geometry

Machine Learning for 3D Geometry, surface representation and alignment, shape classification and segmentation, 3D shape reconstruction.

msbot icon msbot

a facebook chatbot that uses https://github.com/SEGUC17/mean_squad API

nimpiler icon nimpiler

A compiler for Nim lang, includes lexical analyzer and portion of the rules.

nuz-recommender icon nuz-recommender

NLP model for classifying news in Arabic language and estimating users interests

problem-solvn icon problem-solvn

Problem solving for 350+ problems on Codeforces, Leetcode, Hackerrank, and others.

skool icon skool

A network for schools to offer their services. Parents can apply for their children. Students can check grades and solve assignments.

social-computing icon social-computing

Social Computing: Toxic Speech Classification, XAI, Hate Speech Detection, Graph Clustering, Centrality Measures, Twitch Streamers' Friends Network Analysis.

tschat icon tschat

a client/server chat application

unimatch icon unimatch

Evaluating Fairness for Semi-supervised Learning Cardiac Magnetic Resonance Image Segmentation

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