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☆179Feb 16, 2022Updated 4 years ago
- Implement the Douglas-Peucker algorithm to compress trajectories.☆11Sep 10, 2015Updated 10 years ago
- Dual Supervised Autoencoder Based Trajectory Classification Using Enhanced Spatio-Temporal Information☆19Jan 30, 2024Updated 2 years ago
- Source code for the paper "Towards Semantic-Aware Multiple-Aspect Trajectory Similarity Measuring"☆16Jul 29, 2020Updated 6 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 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
- Python code to re-produce results and illustrations of destination prediction by trajectory distribution based model.☆12Dec 29, 2018Updated 7 years ago
- 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
- t2vec: Deep Representation Learning for Trajectory Similarity Computation☆151Apr 10, 2021Updated 5 years ago
- Python 2d/3d trajectory visualization library☆29Oct 31, 2025Updated 9 months ago
- code for "Trajectory clustering via deep representation learning"☆201Oct 25, 2017Updated 8 years ago
- Reduce GPS data error use python.☆20Oct 8, 2019Updated 6 years ago
- Master Thesis - Trajectories Analysis☆13Jul 6, 2023Updated 3 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 Clustering: A Partition-and-Group Framework》 in java☆26Nov 1, 2019Updated 6 years ago
- This toolbox calculates, based on different definitions of the literature, and plots different characteristics of heatwaves/warm-spells f…☆10Aug 5, 2018Updated 8 years ago
- ☆31Jul 20, 2020Updated 6 years ago
- ☆27Feb 10, 2022Updated 4 years ago
- Clustering aircraft trajectories with recursive DBSCAN☆25Oct 7, 2019Updated 6 years ago
- A spatial optmization library for covering problems.☆16Nov 17, 2023Updated 2 years ago
- Anomaly detection in maritime navigation with evidential deep learning based on graph-based clustering☆23Jul 27, 2021Updated 5 years ago
- ☆17Sep 11, 2017Updated 8 years ago
- Analysis and transport mode classification of the GeoLife GPS Trajectories Dataset☆106Oct 24, 2018Updated 7 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆136May 27, 2018Updated 8 years ago
- ☆10Jul 23, 2021Updated 5 years ago
- Algorithms to automatically discover stops and moves in GPS trajectories.☆24Jun 16, 2018Updated 8 years ago
- ☆79Dec 26, 2018Updated 7 years ago
- 毕设 实验☆11Jan 2, 2019Updated 7 years ago
- 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 9 years ago
- Understanding transportation mode from GPS (Global Positioning System) traces is an essential topic in the data mobility domain. In this …☆48Jun 2, 2020Updated 6 years ago
- Identifying Human Mobility via Trajectory Embeddings(TUL)☆59May 8, 2020Updated 6 years ago
- A professional list on deep learning models for Trajectory Similarity Measurement and Trajectory Distance Computation☆28Apr 9, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Bayesian Hierarchical clustering in python☆17Sep 26, 2017Updated 8 years ago
- ☆45Dec 21, 2018Updated 7 years ago
- 基于docker的mongodb分片部署☆11Jul 11, 2019Updated 7 years ago
- A project focused on the improvement for remaining useful life estimation.☆21Jul 7, 2017Updated 9 years ago
- MoveTK is a library for computational movement analysis written in C++.☆74Apr 6, 2024Updated 2 years ago
- A Retrieval-Augmented Gaussian Mixture Variational Auto-Encoder for Language Modeling☆15Dec 5, 2023Updated 2 years ago
- ☆15Jun 4, 2014Updated 12 years ago