Dr.-Ing. Mohamed Abdelaal's repositories
awesome_resources
A collection of resources in different domains
rein-benchmark
A comprehensive benchmark for data cleaning methods and their impact of ML models
Energy_efficient-WSNs
Time-series prediction for energy-efficient wireless sensor networks: Case study of detectinng plants' diseases in greenhouses
AI-ML-Driven-Companies-In-Egypt
A list of AI/ML driven companies in Egypt
augur-code
Augur is a toolset that helps simulate and detect drift in different types of datasets, to define the best metrics that can be used to predict drift before it happens.
awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
data-centric-ai
Resources for Data Centric AI
data_cleaning_with_latent_operators
Code repository for the LOP paper on data cleaning.
DatasetCondensation
Dataset Condensation (ICLR21 and ICML21)
DistributionalShapley
Distributional Shapley: A Distributional Framework for Data Valuation
egyptians-in-ai
A website dedicated to showcasing the profiles of prominent Egyptian researchers in the field of AI.
Failed-ML
Compilation of high-profile real-world examples of failed machine learning projects
google-research
Google Research
opendataval
OpenDataVal: a Unified Benchmark for Data Valuation in Python (NeurIPS 2023)
robocon_egypt_2008
Design and implementation of two mobile robots and a manual robot
sato
Code and data for Sato https://arxiv.org/abs/1911.06311.
SEED
SEED: Domain-Specific Data Curation With Large Language Models
sherlock-project
This repository provides data and scripts to use Sherlock, a neural-network based model to detect semantic data types. https://sherlock.media.mit.edu
thin-ML-deployment
Template for quickly deploying any machine learning model to an endpoint