Topic: spatio-temporal-prediction Goto Github
Some thing interesting about spatio-temporal-prediction
Some thing interesting about spatio-temporal-prediction
spatio-temporal-prediction,[IJCNN 2021] Unified Spatio-Temporal modeling for traffic forecasting using Graph Convolutional Network
User: amitroy7781
Home Page: https://ieeexplore.ieee.org/document/9533319
spatio-temporal-prediction,Spatio-Temporal event prediction with different ml and dl algorithms.
User: anilosmantur
spatio-temporal-prediction,Summary of open source code for deep learning models in the field of traffic prediction
User: aptx1231
spatio-temporal-prediction,Enhanced spatio-temporal electric load forecasts with less data using active deep learning
User: arsamaryandoust
spatio-temporal-prediction,This repository contains de code and instructions to train the models and prepare the datasets for the experiments in the paper "Atom: Neural Traffic Compression with Spatio-Temporal Graph Neural Networks" accepted at the 2nd ACM CONEXT GNNet 2023 Workshop.
Organization: bnn-upc
Home Page: https://bnn.upc.edu/workshops/gnnet2023/
spatio-temporal-prediction,[KDD CUP 2022] 11th place solution of Spatial-Temporal Graph Neural Network for Wind Power Forecasting in Baidu KDD CUP 2022
Organization: buaabigscity
Home Page: https://aistudio.baidu.com/aistudio/competition/detail/152/0/introduction
spatio-temporal-prediction,[AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.
Organization: buaabigscity
spatio-temporal-prediction,An efficient and effective Bayesian calibration apporach for large-scale raw numerical model outputs
User: chenyw68
spatio-temporal-prediction,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.
User: ddz16
spatio-temporal-prediction,Paper code for "Adapting a deep convolutional RNN model with imbalanced regression loss for improved spatio-temporal forecasting of extreme wind speed events in the short-to-medium range".
User: dscheepens
spatio-temporal-prediction,ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction
User: echo-ji
spatio-temporal-prediction,Sample codes for training of dynamical system prediction from sparse observations using deep neural networks with Voronoi tessellation and physics constraints (DSOVT) by Wang et al.
User: edwanglodasc
spatio-temporal-prediction,Awesome Time-Series and Spatio-Temporal Related
User: gengdd
spatio-temporal-prediction,[CIKM'2023] "CL4ST: Spatio-Temporal Meta Contrastive Learning"
User: hkuds
Home Page: https://dl.acm.org/doi/abs/10.1145/3583780.3615065
spatio-temporal-prediction,[ICML'2024] "FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction"
User: hkuds
Home Page: https://arxiv.org/abs/2405.17898
spatio-temporal-prediction,[NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"
User: hkuds
Home Page: https://arxiv.org/abs/2311.04245
spatio-temporal-prediction,[ICML'2023] "GraphST: Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation"
User: hkuds
Home Page: https://arxiv.org/abs/2306.10683
spatio-temporal-prediction,"OpenCity: Open Spatio-Temporal Foundation Models for Traffic Prediction"
User: hkuds
Home Page: https://arxiv.org/abs/2408.10269
spatio-temporal-prediction,[KDD'2024] "UrbanGPT: Spatio-Temporal Large Language Models"
User: hkuds
Home Page: https://urban-gpt.github.io
spatio-temporal-prediction,ST-MAN: Spatio-Temporal Multimodal Attention Network for Traffic Prediction (KSEM 2023)
User: howardzorn
spatio-temporal-prediction,A real-world dataset for EV-related research, e.g., spatiotemporal prediction and urban energy management.
User: intelligentsystemslab
spatio-temporal-prediction,PurpleAirSF: datasets for realistic air quality forecasting
User: jingweizuo
spatio-temporal-prediction,LibCity: An Open Library for Urban Spatial-temporal Data Mining
Organization: libcity
Home Page: https://libcity.ai/
spatio-temporal-prediction,Traffic data processing tools in LibCity
Organization: libcity
spatio-temporal-prediction,Paper list in traffic prediction field
Organization: libcity
Home Page: https://bigscity-libcity-docs.readthedocs.io/en/latest/user_guide/model.html
spatio-temporal-prediction,M-LibCity: An Open Source Library for Urban Spatio-temporal Prediction Models Based on MindSpore
Organization: libcity
spatio-temporal-prediction,Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)
User: lixus7
spatio-temporal-prediction,Predicting the temporal and geographical occurrence of conflicts in Myanmar with two paradigms of spatiotemporal networks.
User: macobri
spatio-temporal-prediction,A PyTorch implementation of T-GCN
User: martinwhl
spatio-temporal-prediction,Project - Traffic forecasting by spatio-temporal graph model
Organization: ml-for-graph-analysis
spatio-temporal-prediction,STGM: Spatio-Temporal Graph Mixformer for Traffic Forecasting
User: mouradost
spatio-temporal-prediction,"Evaluation procedures for forecasting with spatio-temporal data" -- ECML 2018
User: mrfoliveira
spatio-temporal-prediction,"Biased resampling strategies for imbalanced spatio-temporal forecasting" -- DSAA 2019
User: mrfoliveira
spatio-temporal-prediction,Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.
User: nickhan-cs
spatio-temporal-prediction,Park. (2023). Master's Thesis. Department of Statistics. Seoul National University.
User: park4264
spatio-temporal-prediction,Using recurrent Spatio-Temporal Graph Convolutional Neural Networks to improve ETA predictions of cargo railway transportation.
User: romnn
spatio-temporal-prediction,[under review] Official PyTorch Implementation of "Cross-modal Autoregressive Network based on History Aggregation for Trajectory Prediction".
User: ronghuhu
Home Page: https://github.com/RongHuHu/HACA-Net
spatio-temporal-prediction,A TensorFlow Implementation of Deep Spatio-Temporal Residual Networks (ST-ResNet): https://arxiv.org/abs/1610.00081
User: snehasinghania
spatio-temporal-prediction,A Multi-graph Multi-head Adaptive Temporal Graph Convolutional Network
User: songhuahu-umd
spatio-temporal-prediction,Code accompanying the ECCV 2020 paper "Trajectron++: Dynamically-Feasible Trajectory Forecasting With Heterogeneous Data" by Tim Salzmann*, Boris Ivanovic*, Punarjay Chakravarty, and Marco Pavone (* denotes equal contribution).
Organization: stanfordasl
spatio-temporal-prediction,tsl: a PyTorch library for processing spatiotemporal data.
Organization: torchspatiotemporal
Home Page: https://torch-spatiotemporal.readthedocs.io/
spatio-temporal-prediction,Solution for our Neurips 2019 challenge on traffic movie forecasting
User: tumeteor
spatio-temporal-prediction,Sample code for video-like crowd prediction
User: underdoc-wang
spatio-temporal-prediction,[Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting
User: wengwenchao123
Home Page: https://www.sciencedirect.com/science/article/pii/S0031320323003710
spatio-temporal-prediction,GeoTorchAI: A Framework for Training and Using Spatiotemporal Deep Learning Models at Scale
Organization: wherobots
Home Page: https://kanchanchy.github.io/geotorchai/
spatio-temporal-prediction,Reproduce - Traffic_prediction - StemGNN(NeurIPS20)
User: wooheonhong
spatio-temporal-prediction,FlexiCrime: A crime prediction model capable of making predictions over flexible time intervals.
User: yi-eaaa
spatio-temporal-prediction,Tensorflow Implementation of GeoMAN, IJCAI-18
User: yoshall
spatio-temporal-prediction,code repo for "Performance evaluation for forecasting modeling with spatiotemporal structures in data"
User: zhou100
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