PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
-
Updated
Jun 18, 2024 - Python
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
4D Spatio-Temporal Semantic Segmentation on a 3D video (a sequence of 3D scans)
tsl: a PyTorch library for processing spatiotemporal data.
ST-DBSCAN: Simple and effective tool for spatial-temporal clustering
Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper
code for CVPR-2019 paper: Self-supervised Spatio-temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics
Spatio Temporal DBSCAN algorithm in Python. Useful to cluster spatio-temporal data with irregular time intervals, a prominent example could be GPS trajectories collected using mobile devices.
ST-OPTICS: Spatio-temporal clustering based on OPTICS
Simple and effective tools for the analysis of movement data
A Novel Spatio-Temporal Generative Inference Network for Predicting the Long-Term Highway Traffic Speed
A Python Package for Adaptive Spatio-Temporal Exploratory Model (AdaSTEM)
The official implementation of Non-separable Spatio-temporal Graph Kernels via SPDEs.
A re-implementation of cs > arXiv:1807.01653v1
Scalable spatio-temporal clustering method for detection of crowd motion patterns. Implementation in Python 2.7
Implementation of fast space-time regression model
🌈 Official Code for **Spatio-Temporal Fuzzy-oriented Multi-modal Meta-learning for Fine-grained Emotion Recognition**
RHINO provides a layer for data cubes allowing to switch between coverage-based and object-based views.
Spatio temporal laser metrology
Custom ArcGIS toolbox for spatio-temporal cluster detection.
Add a description, image, and links to the spatio-temporal-analysis topic page so that developers can more easily learn about it.
To associate your repository with the spatio-temporal-analysis topic, visit your repo's landing page and select "manage topics."