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spatiotemporal

Here are 20 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 Jun 18, 2024
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 Jun 13, 2024
Python

aristoteleo / spateo-release

Spatiotemporal modeling of spatial transcriptomics

spatiotemporal 3d-reconstruction cell-segmentation spatial-transcriptomics

Updated Jun 28, 2024
Python

xudejing / video-clip-order-prediction

Self-supervised Spatiotemporal Learning via Video Clip Order Prediction

video pytorch spatiotemporal self-supervised-learning cvpr2019

Updated Jul 22, 2023
Python

basilevh / occlusions-4d

Revealing Occlusions with 4D Neural Fields (CVPR 2022 Oral) - Official Implementation

tracking machine-learning video computer-vision deep-learning point-cloud segmentation spatiotemporal 3d 4d neural-fields implicit-representions scene-completion occlusions cvpr2022 object-permanence

Updated Jan 19, 2023
Python

paulpuren / PhySR

Physics-informed deep super-resolution of spatiotemporal data

partial-differential-equations spatiotemporal super-resolution convlstm scientific-machine-learning physics-informed-learning

Updated Sep 5, 2023
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

chenyangkang / stemflow

A Python Package for Adaptive Spatio-Temporal Exploratory Model (AdaSTEM)

Updated Jun 18, 2024
Python

adonmo / trajectory

A python library for lossy compression/serialization of trajectory data based on Google's Encoded Polyline Algorithm Format

serialization compression geospatial gis spatiotemporal mobility trajectory

Updated Feb 24, 2020
Python

sudbasnet / Spatiotemporal-DBSCAN-using-kdTrees

Storing GIS data with temporal information (events data) in k-dimensional trees for efficient querying, designed to aid clustering algorithms such as DBSCAN.

geospatial kd-tree spatiotemporal

Updated Jul 16, 2019
Python

ajzliu / SP-CPC

Code, logs, and final models for SIGSPATIAL SpatialEpi '22: Spatiotemporal Disease Case Prediction using Contrastive Predictive Coding.

time-series prediction forecasting spatiotemporal metropolis-hastings contrastive-predictive-coding spatiotemporal-forecasting mobility-data covid-19

Updated Nov 2, 2022
Python

jingchaoyy / harveyTwitter

Twitter Semantic Data Mining for Harvey Hurricane Credible Event Detection

spatiotemporal datamining hurricane twitter-data-analysis eventdetection

Updated Sep 12, 2019
Python

holmescao / U-RNN

U-RNN High-resolution spatiotemporal nowcasting of urban flooding

deeplearning spatiotemporal nowcasting urbanflood

Updated Jun 1, 2024
Python

EdgarACarneiro / stfX

SpatioTemporal Features eXtractor: a tool for change detection on spatiotemporal phenomena

data-mining spatiotemporal change-detection spatiotemporal-data-analysis features-of-interest

Updated Jan 31, 2021
Python

sumdher / trajectory_segmenter_movmedspd

Extracts low speed segments from spatiotemporal trajectories using moving median of speed. Fast and robust. Adaptively determines the parameters from the data, instead of setting objective, arbitrary parameters. Each trajectory in a set of trajectories will have unique subjective parameters.

entropy segmentation spatiotemporal trajectory-analysis indoor-positioning trajectory denoising moving-average moving-median spatiotemporal-data-analysis signal-processing-filters stop-detection

Updated Mar 26, 2024
Python

most-inesctec / stfX

SpatioTemporal Features eXtractor: a tool for change detection on spatiotemporal phenomena

data-mining microservices feature-extraction spatiotemporal change-detection spatiotemporal-data-analysis

Updated Dec 28, 2021
Python

Ogungbuyi / Management

Spatiotemporal investigation between MODIS fire products and National Oil Spill Detection and Response Agency of Nigeria (NOSDRA) by comparing the matching events in time and location.

geodesy spatiotemporal firebase-realtime-database modis-land-products oil-spills spatiotemporal-matching nosdra datafiltering

Updated Apr 28, 2020
Python

larastars / Geoinformatics-

machine-learning nasa spatiotemporal mudrod planetary-defense

Updated Jun 9, 2017
Python

lukezaruba / stco

A Python package for assessing the temporal stability of spatial clustering methods via spatial overlay analysis.

geospatial gis spatiotemporal

Updated Dec 18, 2023
Python

PowderL / Local-variable-importance-from-a-global-model

Python module to calculate local variable importance with the global model

random forest variable spatiotemporal heterogenity importance

Updated Sep 17, 2020
Python

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