Trajectory Analysis And Classification In Python Pandas And Scikit Learn Alternatives

Formed trajectories of sets of points.Experimented on finding similarities between trajectories based on DTW (Dynamic Time Warping) and LCSS (Longest Common SubSequence) algorithms.Modeled trajectories as strings based on a Grid representation.Benchmarked KNN, Random Forest, Logistic Regression classification algorithms to classify efficiently trajectories.
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jim-spyropoulos/Trajectory-Analysis-and-Classification-in-Python-Pandas-and-Scikit-Learn 25 0 0 over 5 years ago 0 0 apache-2.0 Python
Formed trajectories of sets of points.Experimented on finding similarities between trajectories based on DTW (Dynamic Time Warping) and LCSS (Longest Common SubSequence) algorithms.Modeled trajectories as strings based on a Grid representation.Benchmarked KNN, Random Forest, Logistic Regression classification algorithms to classify efficiently trajectories.
DavideNardone/MTSS-Multivariate-Time-Series-Software 18 0 0 about 6 years ago 0 0 mit Cuda
A GP-GPU/CPU Dynamic Time Warping (DTW) implementation for the analysis of Multivariate Time Series (MTS).
vivekmahato/mlots 9 0 0 over 3 years ago 45 March 12, 2021 0 bsd-3-clause Jupyter Notebook
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A package for performing time series classification in Weka.
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