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ifarady's Projects

cnn-for-asi icon cnn-for-asi

Tutorial: Convolutional Neural Networks for Automated Seismic Interpretation

flow-forecast icon flow-forecast

Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

malenov icon malenov

Complete tool for training & classifying facies on 3D SEGY seismic using deep neural networks

open-sustainable-technology icon open-sustainable-technology

A directory and analysis of the open source ecosystem in the areas of climate change, sustainable energy, biodiversity and natural resources.

seismo-performer icon seismo-performer

The Seismo-Performer: A Novel Machine Learning Approach for General and Efficient Seismic Phase Recognition from Local Earthquakes in Real Time

surface-water-quality-data-anomaly-detection icon surface-water-quality-data-anomaly-detection

Surface water quality data analysis and prediction of Potomac River, West Virginia, USA. Using time series forecasting, and anomaly detection : ARIMA, SARIMA, Isolation Forest, OCSVM and Gaussian Distribution

xai icon xai

Papers and code of Explainable AI esp. w.r.t. Image classificiation

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