Topic: traffic-flow-prediction Goto Github

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allenwoods / pattern-sensitive-network
traffic-flow-prediction,A Pytorch Implementation of Pattern Sensitive Network (PSN)
User: allenwoods
pytorch-implementation traffic-flow-prediction

aprbw / traffic_prediction
traffic-flow-prediction,Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using historical data (timeseries).
User: aprbw
traffic-prediction traffic-flow-prediction traffic-flow-forecasting traffic-forecasting pytorch tensorflow mxnet time-series timeseries timeseries-forecasting

aptx1231 / iflytek-traffic-flow-challenge
traffic-flow-prediction,2022年讯飞开发者大赛-考虑时空依赖及全局要素的城市道路交通流量预测挑战赛-Top3解决方案
User: aptx1231
iflytek traffic-flow-forecasting traffic-flow-prediction

aptx1231 / traffic-prediction-open-code-summary
traffic-flow-prediction,Summary of open source code for deep learning models in the field of traffic prediction
User: aptx1231
traffic traffic-prediction traffic-flow-prediction traffic-speed-prediction traffic-accident-prediction travel-time-prediction trajectory-prediction on-demand-service open-source deep-learning

arpith01 / traffic-flow-prediction
traffic-flow-prediction,Traffic flow prediction using Spatio-Temporal Residual Networks
User: arpith01
resnet machine-learning traffic-flow-prediction cnn keras-tensorflow

blaz-cerpnjak / traffic-flow-prediction
traffic-flow-prediction,🌎 🚙📚 Predicting travel times and traffic density on a highway in Slovenia
User: blaz-cerpnjak
gru lstm recurrent-neural-networks traffic-prediction travel-time-prediction evidently mlflow-tracking traffic-flow-prediction machine-learning onnx onnx-models onnxruntime

buaabigscity / pdformer
traffic-flow-prediction,[AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.
Organization: buaabigscity
aaai2023 dtw graph-transformer kshape multivariate-time-series-prediction self-attention spatio-temporal-prediction traffic-flow-prediction traffic-prediction transformer

cnrkaya / traffic-flow-estimation-cnn
traffic-flow-prediction,Bilgisayar Mühendisliği Bölümü Bilgisayar (Ara) Projesi
User: cnrkaya
cnn traffic-flow-prediction project-report junior-project

constancaelias / traffic-flow-sensoring
traffic-flow-prediction,Ambient Sensorization Techniques to monitor the traffic flow in Braga
User: constancaelias
tomtom-api traffic-flow traffic-flow-prediction decision-trees

cruiseresearchgroup / forecasting-on-new-roads
traffic-flow-prediction,Official repo for the following paper: Traffic Forecasting on New Roads Unseen in the Training Data Using Spatial Contrastive Pre-Training (SCPT) (ECML PKDD DAMI '23)
Organization: cruiseresearchgroup
cnn cnn-pytorch contrastive-learning forecasting forecasting-models forecasting-time-series gcn neural-network pytorch pytorch-cnn

echo-ji / st-ssl
traffic-flow-prediction,ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction
User: echo-ji
self-supervised-learning traffic-flow-prediction traffic-forecasting spatio-temporal-prediction aaai adaptive contrastive-learning data-augmentation data-mining fairness

fiblab / deepstn
traffic-flow-prediction,Codes for AAAI 2019 DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis
Organization: fiblab
aaai2019 crowd-flow-prediction spatial-temporal-forecasting traffic-flow-prediction

henriquejosefaria / csc
traffic-flow-prediction,This project is intended to create, develop and tune a neural network to predict traffic flow. The data provided was intended to be a list of log records written every 1 hour about the city of Braga, Portugal containing information about temperature, humidity, rain, traffic flow, etc. The data was incomplete, days were missing, there were hour gaps and corrupted information. All the data was treated to the best of my and my coworkers abilities.
User: henriquejosefaria
neural-network traffic-flow-prediction

hkuds / flashst
traffic-flow-prediction,[ICML'2024] "FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction"
User: hkuds
Home Page: https://arxiv.org/abs/2405.17898
pre-training prompt-tuning smart-cities spatio-temporal-prediction traffic-flow-prediction urban-computing

howardzorn / st-man
traffic-flow-prediction,ST-MAN: Spatio-Temporal Multimodal Attention Network for Traffic Prediction (KSEM 2023)
User: howardzorn
spatio-temporal-prediction traffic-flow-prediction traffic-forecasting traffic-prediction traffic-speed-prediction

libcity / bigscity-libcity
traffic-flow-prediction,LibCity: An Open Library for Urban Spatial-temporal Data Mining
Organization: libcity
Home Page: https://libcity.ai/
deep-learning estimated-time-of-arrival eta libcity map-matching od-matrix on-demand-service pytorch-implementation representation-learning spatio-temporal spatio-temporal-prediction time-series-prediction toolkit traffic traffic-accident-prediction traffic-flow-prediction traffic-forecasting traffic-prediction traffic-speed-prediction trajectory-prediction

libcity / m-libcity
traffic-flow-prediction,M-LibCity: An Open Source Library for Urban Spatio-temporal Prediction Models Based on MindSpore
Organization: libcity
deep-learning eta libcity map-matching spatio-temporal spatio-temporal-prediction traffic traffic-accident-prediction traffic-flow-prediction traffic-prediction traffic-speed-prediction trajectory-prediction

martinwhl / t-gcn-pytorch
traffic-flow-prediction,A PyTorch implementation of T-GCN
User: martinwhl
deep-learning pytorch pytorch-lightning spatio-temporal-prediction traffic-flow-forecasting traffic-flow-prediction

paulwong16 / trafficmapforecasting
traffic-flow-prediction,Submitted to Introduction to Machine Learning (CS480/680, 2020 Spring).
User: paulwong16
traffic-flow-prediction

shakibyzn / traffic-flow-prediction
traffic-flow-prediction,A time series task- predicting traffic flow using LSTM model
User: shakibyzn
python lstm time-series traffic-flow-prediction traffic-flow-forecasting neural-network recurrent-neural-networks

thenomaniqbal / traffic-flow-prediction
traffic-flow-prediction,Long Short-Term Memory(LSTM) is a particular type of Recurrent Neural Network(RNN) that can retain important information over time using memory cells. This project includes understanding and implementing LSTM for traffic flow prediction along with the introduction of traffic flow prediction, Literature review, methodology, etc.
User: thenomaniqbal
deep-learning long-short-term-memory lstm lstm-neural-network traffic traffic-flow-forecasting traffic-flow-modeling traffic-flow-prediction

wangz315 / clusterpredicttrafficflow
traffic-flow-prediction,Predict traffic flow by affinity propagation clustering and LSTM
User: wangz315
affinity-propagation clustering-algorithm lstm-neural-networks traffic-flow-prediction

wengwenchao123 / ddgcrn
traffic-flow-prediction,[Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting
User: wengwenchao123
Home Page: https://www.sciencedirect.com/science/article/pii/S0031320323003710
pytorch spatio-temporal-modeling spatio-temporal-prediction traffic-flow-prediction traffic-forecasting traffic-prediction

xiaochus / trafficflowprediction
traffic-flow-prediction,Traffic Flow Prediction with Neural Networks(SAEs、LSTM、GRU).
User: xiaochus
traffic-flow-prediction lstm gru saes

xiaoxiong74 / trafficflowforecasting
traffic-flow-prediction,Some TrafficFlowForecasting Solutions(交通流量预测解决方案)
User: xiaoxiong74
gcn traffic-forecasting traffic-flow-prediction

yanganynu / affgcn
traffic-flow-prediction,Attention Feature Fusion base on spatial-temporal Graph Convolutional Network（AFFGCN）
User: yanganynu
Home Page: https://github.com/yanganYNU
attention-mechanism feature-fusion-network gcn multimodal-deep-learning onehot-encoding spatiotemporal-data-analysis timeseries-forecasting traffic-flow-prediction

zhengchuanpan / deepstd
traffic-flow-prediction,DeepSTD: Mining Spatio-temporal Disturbances of Multiple Context Factors for Citywide Traffic Flow Prediction
User: zhengchuanpan
context-factors spatio-temporal traffic-flow-prediction

zhengpeng7 / predict_trafficflow_by_lstm_in_keras
traffic-flow-prediction,Predict traffic flow data by lstm in Keras
User: zhengpeng7
traffic-flow-prediction lstm

zhiyongc / graph_convolutional_lstm
traffic-flow-prediction,Traffic Graph Convolutional Recurrent Neural Network
User: zhiyongc
traffic-graph-convolution traffic-flow-prediction graph graph-convolutional-networks lstm traffic-prediction traffic-forecasting

zouguojian / traffic-flow-prediction
traffic-flow-prediction,This work considers combine multi-tricks with highway network to achieve traffic flow prediction accurately.
User: zouguojian
generative-inference graph-neural-networks spatio-temporal-attention tensorflow traffic-flow-prediction deep-learning multi-task-learning physical-modeling spatial-attention temporal-attention baselines