Khalid ElHaj's repositories
PredictionGWL
Prediction fo Groundwater Level using Neural Networks through the FastAI API on top of Pytorch
AquiDel
A repository hosting the code and data related to the research in utilizing Machine Learning to delineate groundwater aquifers
CTGAN
Conditional GAN for generating synthetic tabular data.
dtaidistance
Time series distances: Dynamic Time Warping (fast DTW implementation in C)
DWR-Extraction
code to extract, clean and organize the data from California Department of Water Resources Manual Dataset
Halcrow
A repository hosting the code to use Microsoft Azure Cognitive Services to Read, Analyze and Extract the old geological records stored in Halcrow water report (written in 1969)
ISU-MetrologicalData
Code to Clean and Prepare the data Obtained from the Metrological data freely available from Iowa State University's Iowa Environmental Mesonet
MLHydrogeochemisty
A repository hosting the code and data related to the research in utilizing Machine Learning to Extract Insights and Spatial Patterns from Hydrogeochemical Datasets
mlxtend-Parallel-
A library of extension and helper modules for Python's data analysis and machine learning libraries.
pysal
PySAL: Python Spatial Analysis Library Meta-Package
scikit-learn
scikit-learn: machine learning in Python
sktime
A unified framework for machine learning with time series
tslumen
A library for Time Series EDA (exploratory data analysis)
yellowbrick
Visual analysis and diagnostic tools to facilitate machine learning model selection.