Mohamed Abuella's Projects
Analysis of the REopt Lite API benchmarking during transition to open source API with CHP+ using the JuMP/Julia optimization model with and without decomposition
Machine Learning toolbox for Humans
Tutorials on creating a reproducible and maintainable data science project
Why not introducing a little bit of Operations Research in higher secondary schools?
A data science IDE for Python
GitHub "AI-Brain-of-Brains" created from (11,400+) hand picked GitHub Repos, Providing advanced search capability for Repos with specific TAGS, and a visual and quantitative indication of similar natured repros using the GITHUB2VEC Repo (Demo Website: https://www.2strikehitter.com/AI_BrainofBrains.html).
Interface to APIs previously under Sunlight Labs
RTE Power Consumption Forecast
Resources for deep learning with satellite & aerial imagery
Classification of scientific papers
Retrieve author and publication information from Google Scholar in a friendly, Pythonic way without having to worry about CAPTCHAs!
Identifying Used Methods and Datasets in Scientific Publications
A BERT model for scientific text.
Machine learning models to automatically summarise scientific papers
Image processing in Python
scikit-learn: machine learning in Python
Jupyter notebooks from the scikit-learn video series
Tutorial material on the scientific Python ecosystem
Scikit-Learn tutorial material for Scipy 2015
Use NREL NSRDB Physical Solar Model version 3 in R
A Python package for segmenting geospatial data with the Segment Anything Model (SAM)
Scalable Time Series Data Analytics
A game theoretic approach to explain the output of any machine learning model.
SHAP with Python
Shirin's playgRound - exploring and playing with data in R
Forecasts next 24 hours of hourly energy demand with Keras, Prophet, and SARIMA (statsmodels)
Reference repository for a showcase of energy modelling with Julia @ Technische Universität München (TUM) 2021.
Triple Branch BERT Siamese Network for fake news classification on LIAR-PLUS dataset in PyTorch