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Top 10 trajectory-analysis open source projects

Comparing Different Clustering Methods and Similarity Metrics on Trajectory Datasets

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python machine-learning scikit-learn pattern-recognition trajectory-analysis trajectory trajectory-clustering

Crowd behavior analysis is an important field of research in modern world. It has wide applications in surveillance and public safety which are one of the prime social concerns. One way to analyze crowd behavior is obtain crowd movement data and then find out outliers in the individual trajectories to infer any abnormal behavior in the crowd.

✭ 31

python crowd behavior-analysis trajectory-analysis

TrackViz

Recorded tracks visualization plugin built on Unreal Engine. Airsim compatible.

✭ 19

C++C#deep-learning unreal-engine trajectory-analysis odometry airsim trajectory-visualization trackviz

cellrouter

Reconstruction of complex single-cell trajectories using CellRouter

✭ 38

r scrna-seq trajectory-analysis stem-cell-differentiation cell-fate-transitions

pytraj

Python interface of cpptraj

✭ 106

Jupyter Notebook python cython Rebol Roff CSS visualization molecular-dynamics interactive-analysis trajectory-analysis ambermd ambertools

traja

Python tools for spatial trajectory and time-series data analysis

✭ 65

Jupyter Notebook python TeX trajectory-analysis spatial-data-analysis animal-behavior time-series-analysis

tianchi-trajectory-data-mining

天池DCIC2020船只轨迹数据挖掘比赛算法阶段Rank 3解决方案：

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python TeX machine-learning trajectory-analysis tianchi-competition

membrane-curvature

MDAnalysis tool to calculate membrane curvature.

✭ 19

python shell molecular-dynamics-simulation trajectory-analysis mdanalysis

Trajectory-Analysis-and-Classification-in-Python-Pandas-and-Scikit-Learn

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 t…

✭ 41

python machine-learning random-forest dtw scikit-learn classification logistic-regression similarity-measures trajectory-analysis knn trajectory scikitlearn-machine-learning classifiers

yupi

Python package designed for collecting and processing trajectory data.

✭ 30

python visualization statistics trajectory-analysis generators trajectory trajectory-tracking tracking-algorithm

1-10 of 10 trajectory-analysis projects