11 results found Sort:

benedekrozemberczki
pytorch_geometric_temporal benedekrozemberczki
377
2.7k
mit
38
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
gcn gnn pytorch spatial-data deep-learning temporal-data node-embedding spatiotemporal graph-embedding network-science temporal-graphs spatial-analysis graph-convolution network-embedding temporal-networks spatio-temporal-data graph-neural-networks spatio-temporal-analysis graph-convolutional-networks
Created 2020-06-27
1,949 commits to master branch, last one 23 days ago
NVIDIA
MinkowskiEngine NVIDIA
367
2.5k
other
45
Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
cuda pytorch 3d-vision space-time deep-learning neural-network sparse-tensors computer-vision minkowski-engine trilateral-filter sparse-convolution auto-differentiation high-dimensional-data semantic-segmentation sparse-tensor-network 3d-convolutional-network spatio-temporal-analysis high-dimensional-inference convolutional-neural-networks 4d-convolutional-neural-network
Created 2019-04-04
531 commits to master branch, last one about a year ago
qingsongedu
awesome-AI-for-time-series-papers qingsongedu
118
1.2k
mit
53
A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.
awesome tutorial timeseries data-mining forecasting awesome-list missing-data deep-learning classification temporal-models anomalydetection machine-learning signal-processing timeseries-analysis changepoint-detection timeseries-prediction timeseries-forecasting spatio-temporal-analysis temporal-point-processes timeseriesclassification
Created 2022-06-03
129 commits to main branch, last one 7 months ago
wherobots
GeoTorchAI wherobots
36
484
agpl-3.0
14
GeoTorchAI: A Framework for Training and Using Spatiotemporal Deep Learning Models at Scale
deepsat st-resnet raster-data deep-learning sequence-models convlstm-pytorch prediction-model satellite-images segmentation-models classification-model deep-neural-networks spatial-data-analysis spatio-temporal-models satellite-classification spatio-temporal-analysis spatio-temporal-prediction
Created 2022-05-23
207 commits to main branch, last one about a year ago
chrischoy
SpatioTemporalSegmentation chrischoy
51
289
mit
12
4D Spatio-Temporal Semantic Segmentation on a 3D video (a sequence of 3D scans)
3d cvpr scannet 3d-vision minkowski-engine semantic-segmentation spatio-temporal-analysis convolutional-neural-network
Created 2019-09-28
45 commits to master branch, last one 4 years ago
TorchSpatiotemporal
tsl TorchSpatiotemporal
24
268
mit
9
tsl: a PyTorch library for processing spatiotemporal data.
gnn pytorch deep-learning temporal-data spatiotemporal spatio-temporal temporal-graphs spatiotemporal-data spatio-temporal-data graph-neural-networks spatio-temporal-graph spatio-temporal-analysis spatio-temporal-prediction spatiotemporal-forecasting spatiotemporal-data-analysis
Created 2022-03-13
326 commits to main branch, last one 2 months ago
DAMO-DI-ML
AI-for-Time-Series-Papers-Tutorials-Surveys DAMO-DI-ML
26
157
mit
7
A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.
ai data-mining forecasting time-series data-science deep-learning temporal-data machine-learning anomaly-detection spatio-temporal-analysis temporal-point-processes
Created 2022-06-09
7 commits to main branch, last one 2 years ago
eren-ck
st_dbscan eren-ck
25
133
mit
3
ST-DBSCAN: Simple and effective tool for spatial-temporal clustering
clustering spatio-temporal dbscan-clustering spatio-temporal-analysis
Created 2020-02-02
16 commits to master branch, last one 2 years ago
GIScience
oshdb GIScience
18
110
lgpl-3.0
13
OpenStreetMap History Data Analysis Framework
osm oshdb heigit ohsome osm-data openstreetmap osm-history-data openstreetmap-data openstreetmap-history spatio-temporal-analysis openstreetmap-history-data
Created 2018-07-29
2,588 commits to main branch, last one 4 months ago
NickHan-cs
Spatio-Temporal-Data-Mining-Survey NickHan-cs
17
105
unknown
3
Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.
trajectory map-matching spatio-temporal federated-learning traffic-prediction trajectory-analysis spatio-temporal-data trajectory-prediction traffic-signal-control wind-power-forecasting spatio-temporal-analysis estimated-time-of-arrival spatio-temporal-prediction spatio-temporal-representation
Created 2021-07-19
26 commits to master branch, last one 4 months ago
laura-wang
video_repres_mas laura-wang
10
63
mit
7
code for CVPR-2019 paper: Self-supervised Spatio-temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics
video cvpr2019 tensorflow action-recognition self-supervised-learning spatio-temporal-analysis
Created 2019-04-04
15 commits to master branch, last one 3 years ago