GitHub topics: spatio-temporal-modeling
LMissher/Awesome-Spatio-Temporal-Foundation-Models
A survey and paper list of current Spatio-Temporal Foundation Models from the pipeline perspective with awesome resources (paper, code, survey, etc.).
Size: 415 KB - Last synced at: about 2 hours ago - Pushed at: about 3 hours ago - Stars: 7 - Forks: 0
ChenHongruixuan/ChangeMamba
[IEEE TGRS 2024] ChangeMamba: Remote Sensing Change Detection Based on Spatio-Temporal State Space Model
Language: Python - Size: 49.7 MB - Last synced at: 5 days ago - Pushed at: 6 days ago - Stars: 456 - Forks: 26
wengwenchao123/DDGCRN
[Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting
Language: Python - Size: 21.8 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 83 - Forks: 14
pcraster/pcraster
Environmental modeling software
Language: C++ - Size: 39.9 MB - Last synced at: 6 days ago - Pushed at: 9 days ago - Stars: 90 - Forks: 27
eafriyie28/beamgis
A Python package for geospatial analysis and mapping
Language: Python - Size: 13.6 MB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 0 - Forks: 0
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: 4.21 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 892 - Forks: 92
giscience-fsu/sperrorest
Spatial error estimation and variable importance
Language: R - Size: 117 MB - Last synced at: 27 days ago - Pushed at: 4 months ago - Stars: 20 - Forks: 3
alexandrosstergiou/Squeeze-and-Recursion-Temporal-Gates
Code for : [Pattern Recognit. Lett. 2021] "Learn to cycle: Time-consistent feature discovery for action recognition" and [IJCNN 2021] "Multi-Temporal Convolutions for Human Action Recognition in Videos".
Language: Python - Size: 12.7 MB - Last synced at: 7 months ago - Pushed at: almost 3 years ago - Stars: 68 - Forks: 6
iSiddharth20/Generative-AI-Based-Spatio-Temporal-Fusion
A Novel Approach leveraging Auto-Encoders, LSTM Networks and Maximum Entropy Principle for Video Super-Resolution (Upscaling and Frame Interpolation)
Language: Python - Size: 22.7 MB - Last synced at: 10 months ago - Pushed at: 11 months ago - Stars: 12 - Forks: 3
dongeric/nfl-big-data-bowl
Predicting NFL play yardage from autoencoded player tracking data (2019)
Size: 1.99 MB - Last synced at: 11 months ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0
eren-ck/st_optics
ST-OPTICS: Spatio-temporal clustering based on OPTICS
Language: Python - Size: 192 KB - Last synced at: 10 months ago - Pushed at: almost 4 years ago - Stars: 19 - Forks: 2
ssyuwang/LLM4HRS-master
LLM4HRS:A LLM-based Spatio-temporal Imputation Model for Highly-sparse Remote Sensing Data
Language: Python - Size: 29.3 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 1 - Forks: 0
spidercatfly/TacticExpert
设计一下怎么毕业
Language: Python - Size: 21.7 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 3 - Forks: 0
Kalondepatrick/iTPA
In this work, we stratify malaria cases across Malawi to sub-district level, quantify spatio-temporal patterns and examined the effects of climate, environment, and malaria intervention.
Language: HTML - Size: 7.46 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
underdoc-wang/STC-GNN
[CIKM'21] Spatio-Temporal-Categorical Graph Neural Networks for Fine-Grained Multi-Incident Co-Prediction
Language: Python - Size: 1.6 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 13 - Forks: 3
deepkashiwa20/MegaCRN
[AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"
Language: Python - Size: 457 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 88 - Forks: 15
underdoc-wang/ST-MGCN
[AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)
Language: Python - Size: 9.77 KB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 81 - Forks: 25
shadowbourne/ST-ResNet-Pytorch Fork of BruceBinBoxing/ST-ResNet-Pytorch
Deep Spatio-Temporal Residual Networks for Mobile Location Data Prediction (instead of original Crowd Flow Prediction) - Modified ST-ResNet
Language: Python - Size: 48.6 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0
underdoc-wang/EAST-Net
[AAAI'22] Event-Aware Multimodal Mobility Nowcasting
Language: Python - Size: 136 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 12 - Forks: 2
xzr12/PredCNN
Code release for "PredCNN: Predictive Learning with Cascade Convolutions" (IJCAI 2018)
Language: Python - Size: 38.3 MB - Last synced at: about 1 year ago - Pushed at: almost 7 years ago - Stars: 25 - Forks: 12
michelacameletti/Spatial-and-Spatio-Temporal-Bayesian-Models-with-R-INLA
Code and data from the "Spatial and Spatio-temporal Bayesian Models with R-INLA" book
Size: 2.7 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
Yangxin666/STGAE
Code repo for Spatio-Temporal Denoising Graph Autoencoder (STD-GAE)
Language: Jupyter Notebook - Size: 49.5 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 3
Yunbo426/predrnn-pp
Code release for "PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning" (ICML 2018)
Language: Python - Size: 22.5 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 230 - Forks: 85
hilbert9221/NRI-MPM
Code for Neural Relational Inference with Efficient Message Passing Mechanisms (AAAI 2021).
Language: Python - Size: 29.3 KB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 11 - Forks: 1
underdoc-wang/EMS-Pred-ICDE-21
[ICDE'21] Forecasting Ambulance Demand with Profiled Human Mobility via Heterogeneous Multi-Graph Neural Networks
Language: Python - Size: 14.6 KB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 6 - Forks: 3
Cogito2012/UString
[ACM MM 2020] Uncertainty-based Traffic Accident Anticipation
Language: Python - Size: 18.9 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 52 - Forks: 19
dondealban/learning-spatio-temporal-modeling
Learning Spatio-Temporal Statistics with R book using the STRbook package.
Language: R - Size: 248 KB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 2 - Forks: 0
jonasdieker/variogram
A tool to quantify the spatio-temporal continuity of sparse data
Language: Python - Size: 43.9 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
lamferzon/NYC-bike-sharing-analysis
Statistical analysis of Jersey City bike sharing data using spatio-temporal models.
Language: MATLAB - Size: 69 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1
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: over 2 years ago - Pushed at: over 4 years ago - Stars: 22 - Forks: 6
ameli/WhereIsMyPlume
Trajectory prediction by Bayesian learning of spatiotemporal velocity fields and hybrid Kalman filter
Language: Jupyter Notebook - Size: 311 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 1
AbbaTek-Group/Space-Time-Statistics-with-R
Modeling and visualizing hydrologic observations indexed in space and time. This work is heavily indebted to the piece from Wikle, Zammit-Mangion, and Cressie (2019) who are blazing the path to the summit for spatio-temporal statistics
Language: Fortran - Size: 5.53 MB - Last synced at: 12 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
Giant316/bayesianinference_HIVmortality
A reproduced research on HIV/AIDS mortality in order to investigate how the model covariates poverty, income inequality and spatiotemporal effects influence the model fit.
Language: HTML - Size: 1.54 GB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 1
thuml/predrnn-pp Fork of Yunbo426/predrnn-pp
Code release for "PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning" (ICML 2018)
Language: Python - Size: 36.1 KB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 5 - Forks: 3
7cb15/Mobility-in-US-Cities
Exploring mobility patterns in US cities
Language: Jupyter Notebook - Size: 12.9 MB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 3 - Forks: 0
SimFeodal/SimFeodal
Simulation of the emergence of hierarchical and enduring settlement patterns during the Middle Ages
Language: GAML - Size: 6.28 MB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0
