ddz16/TSFpaper

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.

Size: 1.01 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 2,496 - Forks: 217

cuge1995/awesome-time-series

list of papers, code, and other resources

Size: 1.03 MB - Last synced at: 12 days ago - Pushed at: 9 months ago - Stars: 985 - Forks: 160

LibCity/Bigscity-LibCity

LibCity: An Open Library for Urban Spatial-temporal Data Mining

Language: Python - Size: 39.3 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 962 - Forks: 169

Mukosame/Zooming-Slow-Mo-CVPR-2020

Fast and Accurate One-Stage Space-Time Video Super-Resolution (accepted in CVPR 2020)

Language: Python - Size: 61.8 MB - Last synced at: 9 days ago - Pushed at: over 3 years ago - Stars: 922 - Forks: 154

lixus7/Time-Series-Works-Conferences

Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)

Size: 4.14 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 869 - Forks: 92

GeoStat-Framework/GSTools

GSTools - A geostatistical toolbox: random fields, variogram estimation, covariance models, kriging and much more

Language: Python - Size: 17.6 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 592 - Forks: 75

Eilene/spatio-temporal-paper-list

Spatio-temporal modeling 论文列表（主要是graph convolution相关)

Size: 5.64 MB - Last synced at: 5 months ago - Pushed at: over 5 years ago - Stars: 524 - Forks: 120

jhhuang96/ConvLSTM-PyTorch

ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST

Language: Python - Size: 9.33 MB - Last synced at: 24 days ago - Pushed at: over 2 years ago - Stars: 412 - Forks: 89

TorchSpatiotemporal/tsl

tsl: a PyTorch library for processing spatiotemporal data.

Language: Python - Size: 975 KB - Last synced at: 7 days ago - Pushed at: 23 days ago - Stars: 322 - Forks: 33

aptx1231/Traffic-Prediction-Open-Code-Summary

Summary of open source code for deep learning models in the field of traffic prediction

Size: 243 MB - Last synced at: 5 months ago - Pushed at: over 2 years ago - Stars: 249 - Forks: 58

NVlabs/STEP

STEP: Spatio-Temporal Progressive Learning for Video Action Detection. CVPR'19 (Oral)

Language: Python - Size: 4.04 MB - Last synced at: 11 months ago - Pushed at: over 5 years ago - Stars: 246 - Forks: 48

LibCity/Bigscity-LibCity-PaperList

Paper list in traffic prediction field

Size: 146 KB - Last synced at: 5 months ago - Pushed at: 10 months ago - Stars: 219 - Forks: 24

Knowledge-Precipitation-Tribe/Spatio-Temporal-papers

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.

Language: Jupyter Notebook - Size: 138 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 219 - Forks: 73

VSainteuf/pytorch-psetae

PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention"

Language: Python - Size: 1.98 MB - Last synced at: 5 months ago - Pushed at: over 3 years ago - Stars: 188 - Forks: 41

diffusion-motion-transfer/diffusion-motion-transfer

Official Pytorch Implementation for "Space-Time Diffusion Features for Zero-Shot Text-Driven Motion Transfer""

Language: Python - Size: 9.11 MB - Last synced at: 18 days ago - Pushed at: over 1 year ago - Stars: 169 - Forks: 17

ZJUDataIntelligence/HDM-GNN

Language: Python - Size: 25.1 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 154 - Forks: 31

xiepeng21/research_spatio-temporal-data-mining

A collection of research on spatio-temporal data mining

Size: 152 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 146 - Forks: 22

eren-ck/st_dbscan

ST-DBSCAN: Simple and effective tool for spatial-temporal clustering

Language: Python - Size: 517 KB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 141 - Forks: 28

EDAPINENUT/CLCRN

This is an official Pytorch implementation of Conditional Local Convolution for Spatio-temporal Meteorological Forecasting, AAAI 2022

Language: Python - Size: 92.8 KB - Last synced at: 5 months ago - Pushed at: about 3 years ago - Stars: 130 - Forks: 29

jeongwhanchoi/STG-NCDE

"Graph Neural Controlled Differential Equations for Traffic Forecasting", AAAI 2022

Language: Python - Size: 30.4 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 122 - Forks: 23

ujjax/pred-rnn

PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs

Language: Python - Size: 24.4 KB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 122 - Forks: 39

LongxingTan/KDDCup2022-WPF

3rd Place Solution of KDD Cup 2022-Spatial Dynamic Wind Power Forecasting

Language: Python - Size: 81.1 KB - Last synced at: 6 days ago - Pushed at: over 1 year ago - Stars: 119 - Forks: 19

csiro-robotics/locus

[ICRA 2021] This repository contains the code for "Locus: LiDAR-based Place Recognition using Spatiotemporal Higher-Order Pooling".

Language: Python - Size: 5.75 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 118 - Forks: 15

HannaMeyer/CAST

Developer Version of the R package CAST: Caret Applications for Spatio-Temporal models

Language: R - Size: 77.4 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 112 - Forks: 29

edouardelasalles/stnn

Code for the paper "Spatio-Temporal Neural Networks for Space-Time Series Modeling and Relations Discovery"

Language: Jupyter Notebook - Size: 277 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 112 - Forks: 41

LongxingTan/Data-competitions

My Data Competition Solutions

Language: Python - Size: 5.74 MB - Last synced at: 6 days ago - Pushed at: over 1 year ago - Stars: 101 - Forks: 42

xdshang/VidVRD-helper

To keep updates with VRU Grand Challenge, please use https://github.com/NExTplusplus/VidVRD-helper

Language: Python - Size: 192 KB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 99 - Forks: 28

RansML/Bayesian_Hilbert_Maps

Mapping spatiotemporal patterns in an online and continuous fashion

Language: Jupyter Notebook - Size: 136 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 97 - Forks: 23

EOA-team/eodal

Earth Observation Data Analysis Library

Language: Python - Size: 28.4 MB - Last synced at: 8 months ago - Pushed at: about 1 year ago - Stars: 91 - Forks: 15

Zymrael/wattnet-fx-trading

WATTNet: Learning to Trade FX with Hierarchical Spatio-Temporal Representations of Highly Multivariate Time Series

Language: Jupyter Notebook - Size: 10.9 MB - Last synced at: 7 days ago - Pushed at: over 4 years ago - Stars: 73 - Forks: 12

aptx1231/Awesome-Spatio-Temporal-Representation-Learning

Summary of Spatio-Temporal Representation Learning Models.

Size: 4.88 KB - Last synced at: 10 days ago - Pushed at: about 2 years ago - Stars: 72 - Forks: 7

NickHan-cs/Spatio-Temporal-Data-Mining-Survey

Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.

Size: 243 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 71 - Forks: 12

Anirudh257/strm

[CVPR 2022] Official Pytorch Implementation for "Spatio-temporal Relation Modeling for Few-shot Action Recognition". SOTA Results for Few-shot Action Recognition

Language: Python - Size: 738 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 71 - Forks: 11

cloudsen12/easystac

A Python package for simple STAC queries

Language: Python - Size: 103 KB - Last synced at: 7 days ago - Pushed at: over 2 years ago - Stars: 66 - Forks: 2

martenlienen/finite-element-networks

Reference implementation of Finite Element Networks as proposed in "Learning the Dynamics of Physical Systems from Sparse Observations with Finite Element Networks" at ICLR 2022

Language: Jupyter Notebook - Size: 1.27 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 64 - Forks: 6

yoshall/UrbanFM

Pytorch Implementation of Urban Flow Magnifier (UrbanFM), KDD-19

Language: Python - Size: 225 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 60 - Forks: 24

doc-doc/vRGV

Visual Relation Grounding in Videos (ECCV'20, Spotlight)

Language: Python - Size: 78.9 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 55 - Forks: 7

qzhang95/PSTCR

Q. Zhang, Q. Yuan, J. Li, Z. Li, H. Shen, and L. Zhang, "Thick Cloud and Cloud Shadow Removal in Multitemporal Images using Progressively Spatio-Temporal Patch Group Learning", ISPRS Journal, 2020.

Language: MATLAB - Size: 28.5 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 54 - Forks: 17

leftthomas/R2Plus1D-C3D

A PyTorch implementation of R2Plus1D and C3D based on CVPR 2017 paper "A Closer Look at Spatiotemporal Convolutions for Action Recognition" and CVPR 2014 paper "Learning Spatiotemporal Features with 3D Convolutional Networks"

Language: Python - Size: 5.22 MB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 54 - Forks: 12

LMissher/STWave

[ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks

Language: Python - Size: 130 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 52 - Forks: 4

planetlabs/staccato

Java implementation of the STAC spec

Language: Java - Size: 528 KB - Last synced at: 1 day ago - Pushed at: almost 2 years ago - Stars: 52 - Forks: 23

benjamin-allevius/scanstatistics

An R package for space-time anomaly detection using scan statistics.

Language: HTML - Size: 3.76 MB - Last synced at: 10 days ago - Pushed at: almost 5 years ago - Stars: 50 - Forks: 10

gengdd/Awesome-Time-Series-Spatio-Temporal

Awesome Time-Series and Spatio-Temporal Related

Size: 15.6 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 44 - Forks: 4

PoorOtterBob/STONE-KDD-2024

Official repository of STONE (KDD 2024)

Language: Python - Size: 1.23 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 40 - Forks: 2

midas-research/sthgcn-icdm

Code for Spatiotemporal Hypergraph Convolution Network for Stock Movement Forecasting

Language: Python - Size: 14.6 KB - Last synced at: 23 days ago - Pushed at: almost 4 years ago - Stars: 39 - Forks: 4

meowoodie/Spatio-Temporal-Point-Process-Simulator

A Spatio-temporal point process simulator.

Language: Python - Size: 60.7 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 35 - Forks: 10

zealscott/ST2Vec

Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.

Language: Python - Size: 45.4 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 35 - Forks: 23

oravus/DeltaDescriptors

Delta Descriptors: Visual Localization via Visual Place Recognition (VPR) where places are described using a change-based spatio-temporal representation. (RA-L & IROS 2020)

Language: Python - Size: 424 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 34 - Forks: 2

ksm26/OccupancyGrid-Predictions

Predicting Future Occupancy Grids in Dynamic Environment with Spatio-Temporal Learning

Language: Python - Size: 4.04 MB - Last synced at: 6 days ago - Pushed at: almost 3 years ago - Stars: 33 - Forks: 2

zouguojian/Traffic-speed-prediction

Using to predict the highway traffic speed

Language: Python - Size: 646 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 30 - Forks: 3

ispc-lab/NeuralPCI

✨ [CVPR 2023] NeuralPCI: Spatio-temporal Neural Field for 3D Point Cloud Multi-frame Non-linear Interpolation

Language: Python - Size: 23.6 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 30 - Forks: 2

HannaMeyer/Geostat2018

Material for the course on machine-learning based environmental monitoring at geostat 2018

Language: HTML - Size: 55.2 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 29 - Forks: 42

AaltoML/spatio-temporal-GPs

Code for NeurIPS 2021 paper 'Spatio-Temporal Variational Gaussian Processes'

Language: Python - Size: 38.1 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 27 - Forks: 1

lukehb/137-stopmove

Algorithms to automatically discover stops and moves in GPS trajectories.

Language: Java - Size: 76.2 KB - Last synced at: 13 days ago - Pushed at: almost 7 years ago - Stars: 25 - Forks: 8

AKASH2907/pi-consistency-activity-detection

End-to-End Semi-Supervised Learning for Video Action Detection [CVPR 2022]

Language: Python - Size: 609 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 24 - Forks: 4

alreich/qualreas

Qualitative Reasoning: Spatio-Temporal Reasoning using Relation Algebras and Constraint Networks. Documentation is under construction at ReadTheDocs. See link below.

Language: Jupyter Notebook - Size: 43.7 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 22 - Forks: 3

meowoodie/Reinforcement-Learning-of-Spatio-Temporal-Point-Processes

A general framework for learning spatio-temporal point processes via reinforcement learning

Language: Python - Size: 16.6 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 22 - Forks: 6

adonmo/meos 📦

Mobility Engine, Open Source

Language: C++ - Size: 1.19 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 21 - Forks: 3

lmarabi/st-hadoop

ST-Hadoop is an open-source MapReduce extension of Hadoop designed specially to analyze your spatio-temporal data efficiently

Language: Java - Size: 125 MB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 20 - Forks: 6

Steeeephen/LAVA

LoL Automated Video Analytics: Open-Source VoD Analytics Tool for League of Legends

Language: Python - Size: 76.1 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 19 - Forks: 4

eren-ck/st_optics

ST-OPTICS: Spatio-temporal clustering based on OPTICS

Language: Python - Size: 192 KB - Last synced at: 9 months ago - Pushed at: almost 4 years ago - Stars: 19 - Forks: 2

traj-explorer/glink

This repo is deprecated, Please refer to https://github.com/glink-incubator/glink

Language: Java - Size: 10.6 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 18 - Forks: 11

YihongT/DASTNet

Source codes of CIKM2022 Full Paper "Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across Cities"

Language: Python - Size: 1.53 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 18 - Forks: 3

abduallahmohamed/Skeleton-Graph

Code for: "Skeleton-Graph: Long-Term 3D Motion Prediction From 2D Observations Using Deep Spatio-Temporal Graph CNNs", ICCV2021 Workshops

Language: Python - Size: 36.9 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 17 - Forks: 6

StefanDenn3r/Spatio-temporal-MS-Lesion-Segmentation

Code for the paper 'Spatio-temporal Learning from Longitudinal Data for Multiple Sclerosis Lesion Segmentation'

Language: Python - Size: 52.7 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 15 - Forks: 4

leomuckley/Multi-Input-ConvLSTM

TensorFlow implementation of a Multi-Input ConvLSTM for predicting flood extent.

Language: Python - Size: 152 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 15 - Forks: 6

secondo-database/secondo

The SECONDO database

Language: C++ - Size: 472 MB - Last synced at: 2 days ago - Pushed at: 3 days ago - Stars: 13 - Forks: 7

UriaMorP/mprod_package

Software implementation for tensor-tensor m-product

Language: Python - Size: 1.6 MB - Last synced at: 9 days ago - Pushed at: over 1 year ago - Stars: 13 - Forks: 5

Esri/aggregation-viewer-server-map-service

Sample JavaScript Aggregation Viewer using Map Service queries with an Aggregation Renderer and rendering images server side

Language: CSS - Size: 15 MB - Last synced at: 8 months ago - Pushed at: about 1 year ago - Stars: 12 - Forks: 5

fmpr/DeepJMQR

Deep joint mean and quantile regression for spatio-temporal problems

Language: Jupyter Notebook - Size: 125 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 12 - Forks: 7

meowoodie/Spatio-Temporal-Textual-Point-Processes

A method for event correlation detection based on Spatial-Temporal-Textual point process

Language: Python - Size: 540 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 12 - Forks: 1

Esri/aggregation-viewer-client-feature-layer

Sample JavaScript Aggregation Viewer using aggregation (lod) queries and rendering aggregation bins client side

Language: CSS - Size: 7.46 MB - Last synced at: 8 months ago - Pushed at: almost 6 years ago - Stars: 11 - Forks: 5

GeoStat-Framework/GSTools-Core

A Rust implementation of the core algorithms of GSTools.

Language: Rust - Size: 163 KB - Last synced at: 16 days ago - Pushed at: 8 months ago - Stars: 10 - Forks: 0

John-Venti/DDPG-AirSim-Drone-Obstacle-Avoidance

Using DDPG and ConvLSTM to control a drone to avoid obstacle in AirSim

Language: Python - Size: 1.89 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 10 - Forks: 0

johanneskopton/stif

"Space-Time Interpolation and Forecasting" - Predicting spatio-temporally distributed variables via space-time regression kriging using numpy and numba.

Language: Python - Size: 23.2 MB - Last synced at: 8 days ago - Pushed at: 2 months ago - Stars: 9 - Forks: 1

enoche/tGraphAD

Research sources on graph-based anomaly detection

Size: 105 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 1

changyanchuan/TrajCL

Contrastive Trajectory Similarity Learning with Dual-Feature Attention (TrajCL) - ICDE 2023

Language: Python - Size: 27.3 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 3

keillernogueira/spatio-temporal-phenological-segmentation

Spatio-Temporal Vegetation Segmentation By Using Convolutional Networks

Language: Python - Size: 4.16 MB - Last synced at: about 1 year ago - Pushed at: almost 6 years ago - Stars: 7 - Forks: 7

santoroma/CircSpaceTime

Spatial and Spatio-Temporal Bayesian Model for Circular Data

Language: R - Size: 45.4 MB - Last synced at: 8 days ago - Pushed at: almost 6 years ago - Stars: 7 - Forks: 4

mehdimo/spatio-temporal-ensemble-deep-learning

Ensemble of deep learning models using Spatio-temporal patterns in data

Language: Python - Size: 687 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 7 - Forks: 8

AKASH2907/awesome-spatio-temporal-action-detection

A curated list of papers in the domain of spatio-temporal action detection (or action localization.) NOTE: This repository does not contains papers for Temporal Action Localization.

Size: 5.86 KB - Last synced at: 12 days ago - Pushed at: about 3 years ago - Stars: 6 - Forks: 2

zhengchuanpan/DeepSTD

DeepSTD: Mining Spatio-temporal Disturbances of Multiple Context Factors for Citywide Traffic Flow Prediction

Language: Python - Size: 9.6 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 1

D-Roberts/deeplearning-video-spatiotemp

Deep learning architectures related to video ++.

Language: Python - Size: 3.12 MB - Last synced at: 4 days ago - Pushed at: almost 4 years ago - Stars: 6 - Forks: 0

GISCheng/multi-scale-anomaly

Codes and data for a published work "Multi-scale detection and interpretation of spatio-temporal anomalies of human activities represented by time-series" (https://doi.org/10.1016/j.compenvurbsys.2021.101627)

Language: Jupyter Notebook - Size: 273 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 6 - Forks: 2

TeCSAR-UNCC/S-RAD-ActionLocalizationClassification

Single run action detector on video stream data

Language: Python - Size: 112 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 6 - Forks: 0

campisano/STSM

Spatio-Temporal Sequence Miner (STSM): a novel algorithm to discover tight sequential patterns in spatiotemporal sequences.

Language: C++ - Size: 917 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 6 - Forks: 1

hsed/fyp

A final year project on fusing spatial (CNN) and temporal (RNN) models for joint hand pose estimation and action recognition.

Language: Python - Size: 11.1 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 6 - Forks: 1

moharamfatema/graduation-project

Video vision transformers for hierarchical anomaly detection in video scenes.

Language: Jupyter Notebook - Size: 26.7 MB - Last synced at: 4 months ago - Pushed at: almost 2 years ago - Stars: 5 - Forks: 4

hayato-n/DynamicESF

Implementation of fast space-time regression model

Language: Python - Size: 2.71 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 2

cps-atlas/strem

A tool for spatial and temporal regular expression matching.

Language: Rust - Size: 7.31 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 4 - Forks: 0

L-Koren/wSTKDE

Weighted Spatio-Temporal Kernel Density Estimation (wSTKDE)

Language: Jupyter Notebook - Size: 86.2 MB - Last synced at: 9 days ago - Pushed at: about 2 months ago - Stars: 3 - Forks: 1

theorashid/kronecker-gp 📦

Implementation of Kronecker inference for Gaussian Processes

Language: Python - Size: 235 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

isLouisHsu/MAF-GNN

Official repository for paper MAF-GNN: Multi-adaptive Spatiotemporal-flow Graph Neural Network for Traffic Speed Forecasting

Language: Python - Size: 15.6 KB - Last synced at: 13 days ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 1

MAGDa-BeuthHS/pySTARMA Fork of scrat-online/pySTARMA

Python lib to build, estimate and validate spatio-temporal ARIMA models

Language: Python - Size: 119 KB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 3 - Forks: 3

anas-farooq8/Predicting-and-Generating-Video-Sequences

A deep learning project to predict and generate future video frames using models like ConvLSTM, PredRNN, and Transformers, leveraging the UCF101 dataset. The repository includes preprocessing, model training, video generation, an interactive UI, and evaluation metrics to compare model performance in video synthesis and temporal prediction tasks.

Language: Jupyter Notebook - Size: 13.4 MB - Last synced at: 29 days ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0

tsinghua-fib-lab/UniST

Official implementation for "UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction" (KDD 2024)

Size: 0 Bytes - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 2 - Forks: 0

LibCity/M-LibCity

M-LibCity: An Open Source Library for Urban Spatio-temporal Prediction Models Based on MindSpore

Language: Python - Size: 189 KB - Last synced at: 11 months ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 1

Lcartwright94/LPDM-Sensitivity-Emulation

This repository contains the scripts required, and documentation detailing how to reproduce the results presented in "Emulation of greenhouse-gas sensitivities using variational autoencoders", by Laura Cartwright, Andrew Zammit-Mangion, and Nicholas M. Deutscher. Instructions for accessing and downloading the additional required datasets are also included.

Language: R - Size: 18.2 MB - Last synced at: 22 days ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 1

stccenter/IoT-based-Temperature-Prediction

Multi-step Hourly Temperature Prediction Using Vehicle-IoT and ML

Language: Python - Size: 10.2 MB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 5

PIE-08-COA-ISAE-SUPAERO/spatio-temporal_wind_modeling

Spatio-Temporal Wind Modeling for Parafoil Simulations and Control

Language: Python - Size: 875 MB - Last synced at: about 1 month ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 1