#

spatio-temporal-data

Here are 38 public repositories matching this topic...

pytorch_geometric_temporal

benedekrozemberczki / pytorch_geometric_temporal

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

deep-learning network-science pytorch temporal-networks spatial-analysis spatial-data spatiotemporal network-embedding spatio-temporal-analysis graph-convolutional-networks gcn spatio-temporal-data temporal-data graph-embedding graph-neural-networks node-embedding graph-convolution gnn temporal-graphs

Updated Oct 14, 2024
Python

ni1o1 / transbigdata

A Python package develop for transportation spatio-temporal big data processing, analysis and visualization.

python transportation geospatial-data data-visualization data-analysis spatio-temporal-data data-pre-processing data-quality-analysis taxi-gps-data bus-gps-data bike-sharing-data

Updated Oct 28, 2023
Python

tsl

TorchSpatiotemporal / tsl

tsl: a PyTorch library for processing spatiotemporal data.

deep-learning pytorch spatiotemporal spatio-temporal spatio-temporal-analysis spatio-temporal-data temporal-data spatio-temporal-prediction graph-neural-networks gnn spatiotemporal-forecasting spatio-temporal-graph temporal-graphs spatiotemporal-data-analysis spatiotemporal-data

Updated Nov 13, 2024
Python

LibCity / Bigscity-LibCity-Datasets

Traffic data processing tools in LibCity

traffic dataset traffic-data spatio-temporal-data traffic-prediction spatio-temporal-prediction libcity

Updated Jun 22, 2023
Python

Echo-Ji / ST-SSL

ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction

data-mining adaptive representation-learning data-augmentation aaai fairness spatio-temporal-data robustness spatio-temporal-prediction traffic-flow-prediction graph-neural-networks self-supervised-learning robust-machine-learning traffic-forecasting contrastive-learning graph-augmentation location-embedding

Updated Nov 18, 2024
Python

easystac

cloudsen12 / easystac

A Python package for simple STAC queries

python gis python3 remote-sensing spatio-temporal earth-observation spatio-temporal-data radiant stac planetary-computer

Updated Aug 7, 2022
Python

trajminer / trajminer

Trajectory Mining Library

data-mining clustering gis classification geographical-information-system trajectory spatio-temporal-data

Updated Oct 16, 2020
Python

HKUDS / STExplainer

[CIKM'2023] "STExplainer: Explainable Spatio-Temporal Graph Neural Networks"

spatio-temporal-data traffic-prediction explainable-ai graph-neural-networks explainable-machine-learning

Updated Jun 17, 2024
Python

peterparity / PDE-VAE-pytorch

PDE-VAE: Variational Autoencoder for Extracting Interpretable Physical Parameters from Spatiotemporal Systems using Unsupervised Learning

physics vae partial-differential-equations dynamical-systems unsupervised-learning nonlinear-dynamics pde spatiotemporal spatio-temporal-data variational-autoencoder pytorch-implementation

Updated Dec 18, 2021
Python

dbvis-ukon / movekit

Simple and effective tools for the analysis of movement data

movement-data spatio-temporal-analysis spatio-temporal-data collective-behaviour

Updated Mar 6, 2023
Python

HKUDS / CL4ST

[CIKM'2023] "CL4ST: Spatio-Temporal Meta Contrastive Learning"

spatio-temporal-data traffic-prediction meta-learning spatio-temporal-prediction urban-computing contrastive-learning

Updated Jun 17, 2024
Python

eren-ck / st_optics

ST-OPTICS: Spatio-temporal clustering based on OPTICS

clustering optics spatio-temporal spatio-temporal-analysis spatio-temporal-data optics-clustering spatio-temporal-modeling

Updated Jul 19, 2021
Python

ipums / nhgisxwalk

Spatio-temporal NHGIS Crosswalks

gis spatio-temporal-data crosswalks nhgis

Updated Nov 15, 2024
Python

yanganYNU / STGCN

traffic flow prediction

deep-learning time-series-analysis spatio-temporal-data graph-neural-networks traffic-flow-forecasting

Updated Aug 14, 2023
Python

ikmalpani / cs581-database-management

This project evaluates ride-sharing algorithms on spatio-temporal data. The data in this case represents nearly 700 million trips in New York City.

osrm ridesharing spatio-temporal-data

Updated May 6, 2018
Python

usc-isi-i2 / linked-maps

Framework to build linked spatio-temporal data from vectorized evolutionary topographic map archives

linked-data semantic-web data-integration digital-humanities historical-maps spatio-temporal-data knowledge-graphs spatio-temporal-knowledge-graphs linked-spatio-temporal-data

Updated Apr 28, 2023
Python

garygsw / twitter-crowd-flow-prediction

Crowd flow prediction model

text-mining deep-learning spatio-temporal-data

Updated Mar 22, 2018
Python

JingweiZuo / PurpleAirSF

PurpleAirSF: datasets for realistic air quality forecasting

air-quality-data spatio-temporal-data meteorological-data spatio-temporal-prediction air-quality-prediction spatio-temporal-models

Updated Feb 24, 2024
Python

BNN-UPC / Atom_Neural_Traffic_Compression

This repository contains de code and instructions to train the models and prepare the datasets for the experiments in the paper "Atom: Neural Traffic Compression with Spatio-Temporal Graph Neural Networks" accepted at the 2nd ACM CONEXT GNNet 2023 Workshop.

compression-algorithm spatio-temporal-data spatio-temporal-prediction graph-neural-networks spatio-temporal-graph traffic-compression

Updated Jan 16, 2024
Python

johannesuhl / hisdac-es

HISDAC-ES: Creating historical settlement data for Spain (1900-2020) based on cadastral building footprint data

geospatial-data gdal historical-data rasterization geopandas spatio-temporal-data data-curation gridded-data catastro building-footprints settlement-mapping human-settlements scipy-stats historical-gis hisdac-es cadastral-data built-up-areas

Updated Oct 10, 2023
Python

Improve this page

Add a description, image, and links to the spatio-temporal-data topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the spatio-temporal-data topic, visit your repo's landing page and select "manage topics."