40 results found Sort:

ddz16
TSFpaper ddz16
141
1.5k
unknown
56
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 typ...
rnn tcn paper-lists time-series transformer deep-learning spatio-temporal time-series-models deep-neural-networks spatio-temporal-data time-series-analysis time-series-prediction time-series-forecasting spatio-temporal-prediction spatial-temporal-forecasting
Created 2022-06-29
263 commits to main branch, last one a day ago
Mukosame
Zooming-Slow-Mo-CVPR-2020 Mukosame
167
901
gpl-3.0
31
Fast and Accurate One-Stage Space-Time Video Super-Resolution (accepted in CVPR 2020)
cvpr video pytorch cvpr2020 spatio-temporal super-resolution video-super-resolution video-frame-interpolation
Created 2020-02-25
55 commits to master branch, last one 2 years ago
cuge1995
awesome-time-series cuge1995
147
882
unknown
36
list of papers, code, and other resources
time-series spatio-temporal series-forecasting time-series-prediction time-series-forecasting
Created 2020-03-03
257 commits to master branch, last one about a month ago
LibCity
Bigscity-LibCity LibCity
154
843
apache-2.0
8
LibCity: An Open Library for Urban Spatial-temporal Data Mining
eta libcity toolkit traffic od-matrix map-matching deep-learning spatio-temporal on-demand-service traffic-prediction traffic-forecasting trajectory-prediction pytorch-implementation time-series-prediction representation-learning traffic-flow-prediction traffic-speed-prediction estimated-time-of-arrival spatio-temporal-prediction traffic-accident-prediction
Created 2020-12-12
308 commits to master branch, last one 3 days ago
lixus7
Time-Series-Works-Conferences lixus7
75
696
mit
20
Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)
location paper-list time-series deep-learning spatio-temporal anomaly-detection accident-detection demand-forecasting traffic-prediction probabilistic-models spatio-temporal-data time-series-imputation time-series-prediction travel-time-prediction multivariate-timeseries time-series-forecasting spatio-temporal-modeling spatio-temporal-prediction
Created 2022-03-24
807 commits to main branch, last one about a month ago
GeoStat-Framework
GSTools GeoStat-Framework
69
521
lgpl-3.0
16
GSTools - A geostatistical toolbox: random fields, variogram estimation, covariance models, kriging and much more
srf python kriging science variogram geospatial statistics geostatistics spatio-temporal covariance-model variogram-estimation
Created 2018-01-15
1,828 commits to main branch, last one 12 days ago
jhhuang96
ConvLSTM-PyTorch jhhuang96
81
359
mit
8
ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST
gru rnn lstm convgru convlstm time-series encoder-decoder spatio-temporal pytorch-implementation
Created 2019-08-13
24 commits to master branch, last one 4 years ago
Knowledge-Precipitation-Tribe
Spatio-Temporal-papers Knowledge-Precipitation-Tribe
74
230
unknown
10
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.
ailab paper datasets gnn-traffic traffic-data traffic-flow infrastructure flow-prediction spatio-temporal urban-computing demand-prediction demand-forecasting traffic-prediction traffic-forecasting urban-computing-papers temporal-graph-networks spatio-temporal-networks graph-convolutional-networks
Created 2020-03-11
156 commits to master branch, last one 2 years ago
TorchSpatiotemporal
tsl TorchSpatiotemporal
20
226
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
321 commits to main branch, last one about a month ago
aptx1231
Traffic-Prediction-Open-Code-Summary aptx1231
57
222
mit
2
Summary of open source code for deep learning models in the field of traffic prediction
libcity traffic on-demand open-code paper-list open-source deep-learning spatio-temporal on-demand-service traffic-prediction graph-neural-networks trajectory-prediction time-series-prediction travel-time-prediction traffic-flow-prediction traffic-speed-prediction estimated-time-of-arrival spatio-temporal-prediction traffic-accident-prediction graph-convolutional-networks
Created 2020-12-26
49 commits to master branch, last one about a year ago
LibCity
Bigscity-LibCity-PaperList LibCity
23
203
unknown
6
Paper list in traffic prediction field
libcity paper-list map-matching deep-learning spatio-temporal network-embedding traffic-prediction traffic-forecasting graph-neural-networks estimated-time-of-arrival spatio-temporal-prediction
Created 2021-05-28
26 commits to master branch, last one 2 years ago
VSainteuf
pytorch-psetae VSainteuf
34
167
mit
3
PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention"
cvpr pytorch cvpr2020 agriculture deep-learning remote-sensing self-attention computer-vision satellite-image spatio-temporal machine-learning earth-observation transformer-architecture time-series-classification
Created 2019-11-18
25 commits to master branch, last one 2 years ago
ZJUDataIntelligence
HDM-GNN ZJUDataIntelligence
33
156
unknown
4
This repository has no description...
crowdsensing crowdsourcing spatio-temporal urban-computing crime-prediction
Created 2022-01-15
6 commits to main branch, last one 2 months ago
xiepeng21
research_spatio-temporal-data-mining xiepeng21
22
136
unknown
8
A collection of research on spatio-temporal data mining
paper-list time-series deep-learning od-prediction spatio-temporal urban-computing spatio-temporal-ai traffic-prediction spatio-temporal-data spatio-temporal-data-mining
Created 2020-08-21
55 commits to master branch, last one 4 months ago
diffusion-motion-transfer
diffusion-motion-transfer diffusion-motion-transfer
13
125
unknown
2
Official Pytorch Implementation for "Space-Time Diffusion Features for Zero-Shot Text-Driven Motion Transfer""
cvpr2024 space-time text2video video-editing motion-transfer spatio-temporal diffusion-models
Created 2023-12-07
1 commits to main branch, last one 5 months ago
eren-ck
st_dbscan eren-ck
22
122
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 about a year ago
csiro-robotics
locus csiro-robotics
15
119
other
10
[ICRA 2021] This repository contains the code for "Locus: LiDAR-based Place Recognition using Spatiotemporal Higher-Order Pooling".
3d slam lidar robotics point-cloud deep-learning spatio-temporal place-recognition
Created 2020-12-08
25 commits to main branch, last one 3 years ago
jeongwhanchoi
STG-NCDE jeongwhanchoi
22
116
mit
2
"Graph Neural Controlled Differential Equations for Traffic Forecasting", AAAI 2022
stg-ncde time-series spatio-temporal traffic-forecasting graph-neural-networks spatio-temporal-graph differential-equations
Created 2021-09-05
9 commits to main branch, last one 28 days ago
HannaMeyer
CAST HannaMeyer
29
105
unknown
17
Developer Version of the R package CAST: Caret Applications for Spatio-Temporal models
caret spatial overfitting autocorrelation spatio-temporal machine-learning feature-selection variable-selection predictive-modeling
Created 2017-06-26
627 commits to master branch, last one a day ago
LongxingTan
Data-competitions LongxingTan
44
100
unknown
3
Data Competition Solutions
kddcup big-data data-mining industry-40 time-series data-science data-challenge spatio-temporal data-competition tianchi-competition
Created 2020-03-19
7 commits to master branch, last one 8 months ago
xdshang
VidVRD-helper xdshang
28
99
mit
5
To keep updates with VRU Grand Challenge, please use https://github.com/NExTplusplus/VidVRD-helper
dataset evaluation video-analysis spatio-temporal object-detection action-recognition visual-relationship-detection
Created 2017-08-12
53 commits to master branch, last one 2 years ago
RansML
Bayesian_Hilbert_Maps RansML
23
98
unknown
5
Mapping spatiotemporal patterns in an online and continuous fashion
mapping robotics occupancy-map spatio-temporal occupancy-grid-map occupancy-modeling
Created 2017-08-03
47 commits to master branch, last one 6 months ago
Anirudh257
strm Anirudh257
16
93
unknown
4
[CVPR 2022] Official Pytorch Implementation for "Spatio-temporal Relation Modeling for Few-shot Action Recognition". SOTA Results for Few-shot Action Recognition
cvpr cvpr2022 few-shot spatio-temporal few-shot-learning action-recognition few-shot-recognition
Created 2022-04-01
6 commits to main branch, last one about a year ago
LongxingTan
KDDCup2022-WPF LongxingTan
21
93
unknown
2
3rd Place Solution of KDD Cup 2022-Spatial Dynamic Wind Power Forecasting
bert kddcup kdd2022 time-series deep-learning spatio-temporal wind-power-forecasting
Created 2022-07-21
5 commits to master branch, last one 8 months ago
EOA-team
eodal EOA-team
15
89
gpl-3.0
1
Earth Observation Data Analysis Library
gis python ecology landsat geospatial sentinel-1 sentinel-2 agriculture planet-labs data-science data-analysis remote-sensing geographic-data spatio-temporal earth-observation environmental-monitoring
Created 2022-06-06
832 commits to master branch, last one 2 months ago
NickHan-cs
Spatio-Temporal-Data-Mining-Survey NickHan-cs
14
83
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
25 commits to master branch, last one about a month ago
Edapinenut
CLCRN Edapinenut
20
83
unknown
3
This is an official Pytorch implementation of Conditional Local Convolution for Spatio-temporal Meteorological Forecasting, AAAI 2022
pytorch aaai2022 spatio-temporal spherical-geometry graph-neural-networks continuous-convolution meteorological-forecasting
Created 2021-12-11
10 commits to main branch, last one 2 years ago
gengdd
Awesome-Time-Series-Spatio-Temporal gengdd
5
69
unknown
2
Awesome Time-Series and Spatio-Temporal Related
awesome trajectory roadnetwork time-series spatio-temporal representation-learning time-series-forecasting spatio-temporal-prediction time-series-anomaly-detection
Created 2023-03-25
25 commits to main branch, last one 8 months ago
yoshall
UrbanFM yoshall
25
66
mit
3
Pytorch Implementation of Urban Flow Magnifier (UrbanFM), KDD-19
deeplearning spatio-temporal super-resolution urban-data-science
Created 2019-02-01
21 commits to master branch, last one 3 years ago
cloudsen12
easystac cloudsen12
2
65
mit
3
A Python package for simple STAC queries
gis stac python python3 radiant remote-sensing spatio-temporal earth-observation planetary-computer spatio-temporal-data
Created 2022-01-20
56 commits to main branch, last one about a year ago