Mohamed Abuella's Projects
Natural language processing-based characterization of top-down communication in smart cities for enhancing citizen alignment
Natural Language Processing on Disaster Tweets Dataset from kaggle competiton
NN and DT models for y=x^2 case in "Neural Networks are Decision Trees" paper
This is a light API to the NOAA CLASS (Comprehensive Large Array-Data Stewardship System).
This Repo has codes to read nomads of NOAA data
Example notebooks showing how to work with ECMWF services and data
Convert scans of handwritten notes to beautiful, compact PDFs
Meta-repo for the Nowcasting project.
Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex.
Open Energy Modelling Framework - Base packages for energy system modelling and optimisation
A collection of oemof examples and notebooks.
Represent trained machine learning models as Pyomo optimization formulations
A registry of publicly available datasets on AWS
An Open-Source Optimal Power Flow Formulation: Integrating Pyomo & OpenDSS in Python
Listing of worldwide open technology projects preserving a stable climate, energy supply and vital natural resources. Enjoy the website: https://opensustain.tech/
Open Source Computer Vision Library
This library provides a framework for working with large timeseries data from wind plants, such as SCADA. Its development has been motivated by the WP3 Benchmarking (PRUF) project, which aims to provide a reference implementation for plant-level performance assessment.
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
A catalog of open source tools for solar energy.
Promoting the Openness and Accessibility of Diverse Public Solar Datasets
The Python version of OpenSolar package
A Julia package that efficiently creates representative datasets for machine learning approaches to AC optimal power flow
Using Python (Gurobi) to optimize the Transportation Problem of Electricity Transmission.
General optimization (LP, MIP, QP, continuous and discrete optimization etc.) using Python
Optimization Models used in my e-book with the same title
Google's Operations Research tools:
Probabilisitc Prediction for PV Systems
A solver for mixed-integer convex optimization