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ai-projects

Artificial Intelligence projects, documentation and code.

data-analysis

Data Science Using Python

emfta

EMF-based Fault-Tree Analysis Tool

event-tree-analysis

Generates event tree graph from the components failure modes.

fault-tree-python

Using Monte Carlo method to find a minimal cut set (MCS) for a fault tree.

faulttree

Fault Trees on R

gasprices_fifa_tutorialmatplotlib

tutorial on using matplotlib for practise

grid-visualization-in-matlab

This files provide graphic visualization for power system and elements for matlab based analysis

israeldiurnalwindelectricitycorrelation

Matlab functions for calculating the capacity credit and other metrics for Israel wind resource, based on IEC electricity data and IMS meteorological stations

laos

Matlab (PSAT) based security assesment of the IEEE-RTS-96 (Reliability Test System) using python to generate contingincies

markov-sysrel

System Reliability modeling using Markov chains

matpower

MATPOWER – steady state power flow simulation and optimization for MATLAB and Octave

mcmc

Implementation of Markov Chain Monte Carlo in Python from scratch

mcmc_pydata_london_2019

PyData London 2019 Tutorial on Markov chain Monte Carlo with PyMC3

pandas

Data & Code for my video on the Pandas library of Python

pandas-data-science-tasks

Set of real world data science tasks completed using the Python Pandas library

pydtmc

A framework for discrete-time Markov chains analysis.

reliability

Reliability engineering toolkit for Python - https://reliability.readthedocs.io/en/latest/

rts-gmlc

Reliability Test System - Grid Modernization Lab Consortium

scikit-learn-videos

Jupyter notebooks from the scikit-learn video series

univariate-linear-regression-food_truck

whobs

Optimal Wind+Hydrogen+Other+Battery+Solar (WHOBS) electricity systems for European countries