jim-spyropoulos / Trajectory-Analysis-and-Classification-in-Python-Pandas-and-Scikit-LearnView on GitHub
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 …
☆64Feb 1, 2024Updated 2 years ago
Alternatives and similar repositories for Trajectory-Analysis-and-Classification-in-Python-Pandas-and-Scikit-Learn
Users that are interested in Trajectory-Analysis-and-Classification-in-Python-Pandas-and-Scikit-Learn are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Python code to re-produce results and illustrations of trajectory classification.☆64Dec 29, 2018Updated 7 years ago
- Comparing Different Clustering Methods and Similarity Metrics on Trajectory Datasets☆181Feb 16, 2022Updated 4 years ago
- Dual Supervised Autoencoder Based Trajectory Classification Using Enhanced Spatio-Temporal Information☆19Jan 30, 2024Updated 2 years ago
- Implement the Douglas-Peucker algorithm to compress trajectories.☆11Sep 10, 2015Updated 10 years ago
- 天池DCIC2020船只轨迹数据挖掘比赛算法阶段Rank 3解决方案：☆111May 22, 2022Updated 4 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Kalman filter for GPS data using Pykalman☆10Dec 15, 2020Updated 5 years ago
- Problem Statement: This dataset contains the trajectories of thousands of taxis operating in China. Your task is to read through the foll…☆10Feb 11, 2016Updated 10 years ago
- Trajectory Mining Library☆48Oct 16, 2020Updated 5 years ago
- This application written in Python is capable of fully automatic clustering of 2D trajectory data.☆114Nov 11, 2015Updated 10 years ago
- Reduce GPS data error use python.☆20Oct 8, 2019Updated 6 years ago
- Codebase for vessel trajectory prediction using historical AIS data☆19Nov 18, 2021Updated 4 years ago
- This toolbox calculates, based on different definitions of the literature, and plots different characteristics of heatwaves/warm-spells f…☆10Aug 5, 2018Updated 7 years ago
- This repository contains the source code of some published articles related to the detection of abnormal trajectories of moving objects i…☆12Apr 3, 2019Updated 7 years ago
- ☆31Jul 20, 2020Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Trajectory Outlier Detection Library☆37Nov 17, 2014Updated 11 years ago
- Anomaly detection in maritime navigation with evidential deep learning based on graph-based clustering☆23Jul 27, 2021Updated 4 years ago
- ☆17Sep 11, 2017Updated 8 years ago
- pytorch for : Learning Spatiotemporal Features with 3D Convolutional Networks(2015-ICCV)☆11Mar 6, 2020Updated 6 years ago
- Implement Trajectory Clustering: A Partition-and-Group Framework☆69May 21, 2021Updated 5 years ago
- Analysis and transport mode classification of the GeoLife GPS Trajectories Dataset☆106Oct 24, 2018Updated 7 years ago
- ☆136May 27, 2018Updated 8 years ago
- Algorithms to automatically discover stops and moves in GPS trajectories.☆25Jun 16, 2018Updated 8 years ago
- ☆10Feb 23, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A fighter fly out trajectory time series data mining demo, I use agnes and k-means to clustering the flyout data samples into left, strai…☆13Aug 12, 2017Updated 8 years ago
- Hurricane Track Visualization in Python☆20Sep 24, 2014Updated 11 years ago
- Identifying Human Mobility via Trajectory Embeddings(TUL)☆59May 8, 2020Updated 6 years ago
- Hierarchical Clustering Python Implementation☆74Nov 1, 2021Updated 4 years ago
- Selected clustering algorithms which can be used for Trajectory Clustering☆12Dec 3, 2015Updated 10 years ago
- Bayesian Hierarchical clustering in python☆17Sep 26, 2017Updated 8 years ago
- Code for trajectory mining, including three parts: 1) trajectory preprocessing, 2) OD points clustering for route patterns discovery, and…☆11Mar 13, 2019Updated 7 years ago
- # Best Track Data (HURDAT2) Atlantic hurricane database (HURDAT2) 1851-2018 (5.9MB download) This dataset was provided on 10 May 2019 to…☆10Nov 5, 2019Updated 6 years ago
- MetroFlow is an open-sourced, city-scale metro flow dataset, covering the period of May-August 2017 and 302 metro stations in Shanghai, C…☆38Jun 30, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- MoveTK is a library for computational movement analysis written in C++.☆74Apr 6, 2024Updated 2 years ago
- ☆15Jun 4, 2014Updated 12 years ago
- A Retrieval-Augmented Gaussian Mixture Variational Auto-Encoder for Language Modeling☆15Dec 5, 2023Updated 2 years ago
- ☆13Feb 14, 2023Updated 3 years ago
- ☆10Mar 14, 2023Updated 3 years ago
- Distributed Trajectory Similarity Search Algorithms based on Apache Spark☆39Feb 28, 2018Updated 8 years ago
- ☆17Jun 10, 2024Updated 2 years ago