LibCity: An Open Library for Urban Spatial-temporal Data Mining
-
Updated
Aug 10, 2024 - Python
LibCity: An Open Library for Urban Spatial-temporal Data Mining
"Space-Time Interpolation and Forecasting" - Predicting spatio-temporally distributed variables via space-time regression kriging using numpy and numba.
Official implementation for "UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction" (KDD 2024)
tsl: a PyTorch library for processing spatiotemporal data.
GSTools - A geostatistical toolbox: random fields, variogram estimation, covariance models, kriging and much more
ST-DBSCAN: Simple and effective tool for spatial-temporal clustering
Delta Descriptors: Visual Localization via Visual Place Recognition (VPR) where places are described using a change-based spatio-temporal representation. (RA-L & IROS 2020)
[ICRA 2021] This repository contains the code for "Locus: LiDAR-based Place Recognition using Spatiotemporal Higher-Order Pooling".
Official repository of STONE (KDD 2024)
"Graph Neural Controlled Differential Equations for Traffic Forecasting", AAAI 2022
M-LibCity: An Open Source Library for Urban Spatio-temporal Prediction Models Based on MindSpore
Using to predict the highway traffic speed
[ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks
Earth Observation Data Analysis Library
Explore the Transformer architecture, a Python toolkit engineered for top-tier machine learning performance in processing sequential and spatial data tasks.
Using DDPG and ConvLSTM to control a drone to avoid obstacle in AirSim
Software implementation for tensor-tensor m-product
Official Pytorch Implementation for "Space-Time Diffusion Features for Zero-Shot Text-Driven Motion Transfer""
LoL Automated Video Analytics: Open-Source VoD Analytics Tool for League of Legends
Add a description, image, and links to the spatio-temporal topic page so that developers can more easily learn about it.
To associate your repository with the spatio-temporal topic, visit your repo's landing page and select "manage topics."