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2ndwdsa_ccwi_dl_workshop

Data and utils for AIdroLab's Deep Learning workshop @ 2nd WDSA CCWI Conference in Valencia (18 Jul 22)

aeed

AutoEncoders for Event Detection (AEED): a Keras-based class for anomaly detection in water sensor networks.

elm_matlabclass

Fast OOP MATLAB® implementation of Extreme Learning Machines for both regression and binary classification problems.

epanet

The Water Distribution System Hydraulic and Water Quality Analysis Toolkit

epanetcpa

epanetCPA is a MATLAB® toolbox for assessing the impacts of cyber-physical attacks on water distribution systems

ewri2018_cybersecurityworkshop

Code and material for EWRI 2018 Technical Workshop on "Cybersecurity Essentials for Water Engineers and Scientists"

git-collaborative

Collaborative distributed version control lesson.

git-intro

Introduction to version control with Git.

gnn_metamodels_wds

Repository for Kerimov, Bulat, et al. "Assessing the performances and transferability of graph neural network metamodels for water distribution systems." Journal of Hydroinformatics (2023)

matlab_extratrees

The MATLAB_ExtraTrees package is a MATLAB implementation of the Extremely Randomized Trees (Extra-Trees) proposed by Geurts et al. (2006)

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

mude_intro_ml

Jupyter Notebooks for the MUDE course

practical_tpm027a_22_23

rag_tutorial_wdsaccwi24

Repository for the short corse "Large Language Models, Generative AI, and Urban Water Engineering"

shell-novice

The Unix Shell