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trajectory-analysis x

22 search results found

Python package for the evaluation of odometry and SLAM

Mdanalysis ⭐ 1,154

MDAnalysis is a Python library to analyze molecular dynamics simulations.

Movingpandas ⭐ 1,142

Movement trajectory classes and functions built on top of GeoPandas

Comparing Trajectory Clustering Methods ⭐ 84

Comparing Different Clustering Methods and Similarity Metrics on Trajectory Datasets

Tianchi Trajectory Data Mining ⭐ 75

天池DCIC2020船只轨迹数据挖掘比赛算法阶段Rank 3解决方案：

PyMove is a Python library to simplify queries and visualization of trajectories and other spatial-temporal data

Python tools for spatial trajectory and time-series data analysis

a Map-Matching-based Python Toolbox for Vehicle Trajectory Reconstruction

Python package designed for collecting and processing trajectory data.

Framework to evaluate Trajectory Classification Algorithms

A fast, scalable and light-weight C++ Fréchet and DTW distance library, exposed to python and focused on clustering of polygonal curves.

Membrane Curvature ⭐ 26

MDAnalysis tool to calculate membrane curvature.

Trajectory Analysis And Classification In Python Pandas And Scikit Learn ⭐ 25

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.

Crowd_behavior_analysis ⭐ 24

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.

Trajectopy ⭐ 17

Trajectopy - Trajectory Evaluation in Python

PTRAIL is a state-of-the art parallel computation library for Mobility Data Preprocessing and feature extraction.

[ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics Framework (START).

Dockingml ⭐ 14

A package for MD, Docking and Machine learning drug discovery pipeline

Command line interface for MDAnalysis

Mode Task ⭐ 10

PCA and normal mode analysis of proteins

Scripts to prepare and analyze molecular dynamics simulations

Contrastive Trajectory Similarity Learning with Dual-Feature Attention (TrajCL) - ICDE 2023

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