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The Top 23 Spatio Temporal Open Source Projects

Open source projects categorized as Spatio Temporal
Categories > Spatio Temporal
Pytorch_geometric_temporal ⭐ 2,386
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
dependent packages 4total releases 46most recent commit 4 months agopypi torch-geometric-temporal} Downloads
Tsfpaper ⭐ 1,066
This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the type of model.
most recent commit 4 months ago
Awesome Time Series ⭐ 788
list of papers, code, and other resources
most recent commit 5 months ago
Bigscity Libcity ⭐ 721
LibCity: An Open Library for Urban Spatial-temporal Data Mining
most recent commit 4 months ago
Zooming Slow Mo Cvpr 2020 ⭐ 687
Fast and Accurate One-Stage Space-Time Video Super-Resolution (accepted in CVPR 2020)
most recent commit 3 years ago
Time Series Works Conferences ⭐ 623
Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)
most recent commit 4 months ago
Geowave ⭐ 490
GeoWave provides geospatial and temporal indexing on top of Accumulo, HBase, BigTable, Cassandra, Kudu, Redis, RocksDB, and DynamoDB.
dependent packages 3total releases 6most recent commit a year ago
Mobilitydb ⭐ 490
MobilityDB is a geospatial trajectory data management & analysis platform, built on PostgreSQL and PostGIS.
most recent commit 20 days ago
Gstools ⭐ 485
GSTools - A geostatistical toolbox: random fields, variogram estimation, covariance models, kriging and much more
dependent packages 8total releases 38most recent commit 4 months agopypi gstools} Downloads
Spatio Temporal Paper List ⭐ 396
Spatio-temporal modeling 论文列表（主要是graph convolution相关)
most recent commit 5 years ago
Glmaps ⭐ 313
Data visualization examples and tutorials from scratch. 数据可视化示例代码集与新手学习教程。
dependent packages 2total releases 5most recent commit 3 years agonpm glmaps} Downloads
Spatio Temporal Papers ⭐ 194
This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic papers, AI lab and dataset etc.
most recent commit 3 years ago
Tsl ⭐ 176
tsl: a PyTorch library for processing spatiotemporal data.
total releases 7most recent commit 4 months ago
Step ⭐ 141
CVPR2019 STEP: Spatio-Temporal Progressive Learning for Video Action Detection
most recent commit 5 years ago
Spateo Release ⭐ 135
Spatiotemporal modeling of spatial transcriptomics
total releases 3most recent commit 4 months ago
Bigscity Libcity Paperlist ⭐ 132
Paper list in traffic prediction field
most recent commit 2 years ago
Research_spatio Temporal Data Mining ⭐ 126
A collection of research on spatio-temporal data mining
most recent commit 4 months ago
Traffic Prediction Open Code Summary ⭐ 118
Summary of open source code for deep learning models in the field of traffic prediction
most recent commit a year ago
Pytorch Psetae ⭐ 98
PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention"
most recent commit 2 years ago
Bayesian_hilbert_maps ⭐ 93
Mapping spatiotemporal patterns in an online and continuous fashion
most recent commit 6 months ago
Cast ⭐ 93
Developer Version of the R package CAST: Caret Applications for Spatio-Temporal models
dependent packages 2total releases 15most recent commit 4 months ago
Vidvrd Helper ⭐ 91
To keep updates with VRU Grand Challenge, please use https://github.com/NExTplusplus/VidVRD-helper
most recent commit 2 years ago
Data Competitions ⭐ 90
Data competition experience and solutions
most recent commit 8 months ago
The 7 Most Depended On Spatio Temporal Open Source Projects
Gstools ⭐ 485
GSTools - A geostatistical toolbox: random fields, variogram estimation, covariance models, kriging and much more
dependent packages 8total releases 38latest release November 10, 2023most recent commit 4 months agopypi gstools} Downloads
Pytorch_geometric_temporal ⭐ 2,386
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
dependent packages 4total releases 46latest release September 04, 2022most recent commit 4 months agopypi torch-geometric-temporal} Downloads
Hiclimr ⭐ 13
Hierarchical Climate Regionalization
dependent packages 4total releases 20latest release April 02, 2021most recent commit 4 months ago
Cast ⭐ 93
Developer Version of the R package CAST: Caret Applications for Spatio-Temporal models
dependent packages 2total releases 15latest release May 30, 2023most recent commit 4 months ago
Glmaps ⭐ 313
Data visualization examples and tutorials from scratch. 数据可视化示例代码集与新手学习教程。
dependent packages 2total releases 5latest release November 16, 2019most recent commit 3 years agonpm glmaps} Downloads
Easystac ⭐ 54
A Python package for simple STAC queries
dependent packages 1total releases 1latest release February 26, 2022most recent commit 2 years agopypi easystac} Downloads
The 10 Latest Releases In Spatio Temporal Open Source Projects
Eodal ⭐ 84
Earth Observation Data Analysis Library
total releases 5latest release November 24, 2023most recent commit 5 months ago
Gstools ⭐ 485
GSTools - A geostatistical toolbox: random fields, variogram estimation, covariance models, kriging and much more
dependent packages 8total releases 38latest release November 10, 2023most recent commit 4 months agopypi gstools} Downloads
Glmmfields ⭐ 44
R package for Bayesian spatial and spatiotemporal GLMMs with possible extremes
total releases 7latest release October 20, 2023most recent commit 7 months ago
Tsl ⭐ 176
tsl: a PyTorch library for processing spatiotemporal data.
total releases 7latest release August 18, 2023most recent commit 4 months ago
Cast ⭐ 93
Developer Version of the R package CAST: Caret Applications for Spatio-Temporal models
dependent packages 2total releases 15latest release May 30, 2023most recent commit 4 months ago
Spateo Release ⭐ 135
Spatiotemporal modeling of spatial transcriptomics
total releases 3latest release December 15, 2022most recent commit 4 months ago
Pytorch_geometric_temporal ⭐ 2,386
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
dependent packages 4total releases 46latest release September 04, 2022most recent commit 4 months agopypi torch-geometric-temporal} Downloads
St_dbscan ⭐ 73
ST-DBSCAN: Simple and effective tool for spatial-temporal clustering
total releases 8latest release August 23, 2022most recent commit 2 years ago
Mprod_package ⭐ 11
Software implementation for tensor-tensor m-product
total releases 4latest release July 19, 2022most recent commit 5 months ago
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