gischeng Goto Github PK

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gischeng.github.io

interprettensor

mixed-use

Codes and data for a published work "A framework for mixed-use decomposition based on temporal activity signatures extracted from big geo-data" (https://doi.org/10.1080/17538947.2018.1556353)

multi-scale-anomaly

Codes and data for a published work "Multi-scale detection and interpretation of spatio-temporal anomalies of human activities represented by time-series" (https://doi.org/10.1016/j.compenvurbsys.2021.101627)

nab

The Numenta Anomaly Benchmark

pyemd

Python implementation of Empirical Mode Decompoisition (EMD) method

st-lrp

Codes and data for a published work "A method to evaluate task-specific importance of spatio-temporal units based on explainable artificial intelligence" (https://doi.org/10.1080/13658816.2020.1805116)

stldecompose

A Python implementation of Seasonal and Trend decomposition using Loess (STL) for time series data.

xaiforestry

Codes and data for a published work "Improve the deep learning models in forestry based on explanations and expertise" (https://doi.org/10.3389/fpls.2022.902105)