Mohamed Abuella's Projects
Open-source view-factor model for diffuse shading and bifacial PV modeling. Documentation: http://sunpower.github.io/pvfactors/
Contains files relevant for the PVLIB-Python PVSC 2015 poster.
A set of documented functions for simulating the performance of photovoltaic energy systems.
useful examples for how to perform energy modeling using Sandia's pvlib package in python
Python code for downloading PV data from PVOutput.org
Use of Measured Aerosol Optical Depth and Precipitable Water to Model Clear Sky Irradiance - 2017 IEEE PVSC-44
PVSC48 computing tutorial with focus on PV computing packages, Python, data wrangling with Pandas, and data viz
Papers with code. Sorted by stars. Updated weekly.
AIS message decoding and encoding in Python (AIVDM/AIVDO)
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
Python package for downloading GFS reforecast V2 grib files (Global Forecast System; NOAA).
Python interface for reading and writing GRIB data
Python client libraries for ISO and other power grid data sources.
Python library for interactive topic model visualization. Port of the R LDAvis package.
Automatic crawler for three major scientific libraries (IEEE xplore, ACM, ScienceDirect) for Literature Reviews.
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano
A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)
The main repository for the Pyomo optimization modeling software.
Introduction to Google Colab + Pyomo
Port of MATPOWER to Python
PyPSA: Python for Power System Analysis
PyPSA meets Africa: An Open Source Optimisation Model of the African Energy System. Preliminary website: https://bit.ly/3yM3lrZ
PyPSA Model of the European Energy System
A 3d rendering library written completely in python.
Reinforcement learning agent based electricity market simulator
Python Wrapper for the System Advisor Model
A package for the sparse identification of nonlinear dynamical systems from data
:snake: Python Programs
python deep learning notebooks