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Mar 7, 2022 - Python
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trajectory-analysis
Here are 63 public repositories matching this topic...
MDAnalysis is a Python library to analyze molecular dynamics simulations.
python
science
molecular-dynamics
computational-chemistry
molecular-simulation
molecular-dynamics-simulation
trajectory-analysis
mdanalysis
Development version of plumed 2
plugin
c-plus-plus
molecular-dynamics
free-energy
trajectory-analysis
enhanced-sampling
plumed
plumed2
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Mar 6, 2022 - C++
Python interface of cpptraj
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Mar 7, 2022 - Jupyter Notebook
Comparing Different Clustering Methods and Similarity Metrics on Trajectory Datasets
machine-learning
scikit-learn
pattern-recognition
trajectory-analysis
trajectory
trajectory-clustering
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Feb 16, 2022 - Python
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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Aug 6, 2021 - Python
OrbitalTrajectories.jl is a modern orbital trajectory design, optimisation, and analysis library for Julia, providing methods and tools for designing spacecraft orbits and transfers via high-performance simulations of astrodynamical models.
analysis
space
julia
orbit
astrodynamics
trajectory-analysis
spaceflight
orbital-mechanics
trajectory-planning
transfers
orbital-dynamics
spaceflight-dynamics
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Feb 6, 2022 - Julia
PyMove is a Python library to simplify queries and visualization of trajectories and other spatial-temporal data
visualization
python
python-library
data-visualization
trajectory-analysis
trajectories
spatial-temporal-data
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Nov 16, 2021 - Jupyter Notebook
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justinshenk
commented
Apr 1, 2021
Demonstrate Traja with a stock market price forecasting example.
Good place to start is the Colab notebook: https://colab.research.google.com/github/justinshenk/traja/blob/master/demo.ipynb
MoveTK is a library for computational movement analysis written in C++.
algorithms
cpp
movement-data
computational-geometry
trajectory-generation
movement-analytics
movement
trajectory-analysis
trajectory-clustering
trajectory-similarity
trajectories
computational-movement-analysis
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Feb 25, 2022 - C++
Simple visualization of NGSIM I-80 dataset
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Oct 17, 2017 - MATLAB
NGSIM I-80 dataset Leader - Follower Vehicle Trajectory Pairs
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Aug 6, 2018 - MATLAB
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.
python
machine-learning
random-forest
dtw
scikit-learn
classification
logistic-regression
similarity-measures
trajectory-analysis
knn
trajectory
scikitlearn-machine-learning
classifiers
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Nov 15, 2020 - Python
Reconstruction of complex single-cell trajectories using CellRouter
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Dec 14, 2018 - R
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.
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Nov 22, 2019 - Python
A package for MD, Docking and Machine learning drug discovery pipeline
molecular-dynamics
feature-extraction
docking
trajectory-analysis
data-cleaning
machine-learning-classification
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Aug 30, 2020 - Python
Open
Add coverage metrics
HaoZeke
commented
Mar 12, 2020
Is your feature request related to a problem? Please describe.
Currently it is difficult to keep track of which tests are present and which should be implemented.
Describe the solution you'd like
- Given that it is a
C++project, it makes sense to uselcov
Recorded tracks visualization plugin built on Unreal Engine. Airsim compatible.
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Dec 24, 2018 - C++
Force Distribution Analysis (FDA) for GROMACS
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Jan 24, 2022 - C++
MDAnalysis tool to calculate membrane curvature.
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Jan 16, 2022 - Python
Library for diffusion trajectory analysis
simulation
monte-carlo-simulation
trajectory-analysis
diffusion
diffusion-trajectory
diffusion-coefficient
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May 4, 2017 - Java
PCA and normal mode analysis of proteins
python
pdb
molecular-dynamics
protein
molecular-dynamics-simulation
mds
trajectory-analysis
tsne
principal-component-analysis
rmsd
normal-modes
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Oct 17, 2021 - C++
Projects from the Robotics specialization from Coursera offered by the University of Pennsylvania
computer-vision
localization
mapping
astar-algorithm
trajectory-generation
gradient-descent
slam
trajectory-analysis
pid-control
dijkstra-algorithm
pathplanning
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Aug 2, 2018 - MATLAB
PTRAIL is a state-of-the art parallel computation library for Mobility Data Preprocessing and feature extraction.
python
machine-learning
pandas
gui-application
data-preprocessing
trajectory-analysis
parallel-programming
mobility-data
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Mar 8, 2022 - Python
The CB-SMoT (Clustering-Based Approach for Discovering Interesting Places in a Single Trajectory) - Data: http://www.sptrans.com.br/
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Mar 7, 2018 - Python
Master Thesis - Trajectories Analysis
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Jan 8, 2020 - Python
Command line interface for MDAnalysis
python
cli
science
command-line
molecular-dynamics
computational-chemistry
molecular-dynamics-simulation
command-line-tool
trajectory-analysis
mdanalysis
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Feb 25, 2022 - Python
motion
movement-data
rstats
trajectory-analysis
animal-movement
trajectories
optitrack
visual-perception
rstats-package
flydra
visual-guidance
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Jul 28, 2021 - HTML
Molecular Dynamics Trajectory Analysis Tools
pdb
dcd
molecular-dynamics-simulation
trajectory-analysis
coarse-grained
trr
molecular-dynamics-analysis
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Mar 4, 2022 - C++
a tool for calculating curve or trajectory similarity based on Frechet distance
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Jan 1, 2017 - C++
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movingpandas is awesome. I would like to add the ability to create TimestampedGeoJson from a Trajectory or for all Trajectories in a TrajectoryCollection. I just hacked this together and it works great with Folium's TimestampedGeoJson plugin (https://python-visualization.github.io/folium/plugins.html#folium.plugins.TimestampedGeoJson). This gives you the ability to visualize your trajectories over