traffic-flow-prediction
There are 33 repositories under traffic-flow-prediction topic.
LibCity/Bigscity-LibCity
LibCity: An Open Library for Urban Spatial-temporal Data Mining
xiaochus/TrafficFlowPrediction
Traffic Flow Prediction with Neural Networks(SAEs、LSTM、GRU).
zhiyongc/Graph_Convolutional_LSTM
Traffic Graph Convolutional Recurrent Neural Network
xiaoxiong74/TrafficFlowForecasting
Some TrafficFlowForecasting Solutions(交通流量预测解决方案)
aprbw/traffic_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).
aptx1231/Traffic-Prediction-Open-Code-Summary
Summary of open source code for deep learning models in the field of traffic prediction
BUAABIGSCity/PDFormer
[AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.
Echo-Ji/ST-SSL
ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction
wengwenchao123/DDGCRN
[Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting
FIBLAB/DeepSTN
Codes for AAAI 2019 DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis
HKUDS/FlashST
[ICML'2024] "FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction"
martinwhl/T-GCN-PyTorch
A PyTorch implementation of T-GCN
yanganYNU/AFFGCN
Attention Feature Fusion base on spatial-temporal Graph Convolutional Network（AFFGCN）
thenomaniqbal/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.
shakibyzn/Traffic-flow-prediction
A time series task- predicting traffic flow using LSTM model
zouguojian/Traffic-flow-prediction
This work considers combine multi-tricks with highway network to achieve traffic flow prediction accurately.
Damon1226/traffic-prediction
Traffic Prediction using LSTM method.
zhengchuanpan/DeepSTD
DeepSTD: Mining Spatio-temporal Disturbances of Multiple Context Factors for Citywide Traffic Flow Prediction
cruiseresearchgroup/forecasting-on-new-roads
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)
HowardZorn/ST-MAN
ST-MAN: Spatio-Temporal Multimodal Attention Network for Traffic Prediction (KSEM 2023)
ZhengPeng7/Predict_Trafficflow_by_LSTM_in_Keras
Predict traffic flow data by lstm in Keras
Arpith01/Traffic-flow-prediction
Traffic flow prediction using Spatio-Temporal Residual Networks
wangz315/ClusterPredictTrafficFlow
Predict traffic flow by affinity propagation clustering and LSTM
aptx1231/STDEN
Pytorch implementation of Spatio-temporal Differential Equation Network (STDEN).
LibCity/M-LibCity
M-LibCity: An Open Source Library for Urban Spatio-temporal Prediction Models Based on MindSpore
aptx1231/iFLYTEK-Traffic-Flow-Challenge
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
henriquejosefaria/CSC
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.
allenwoods/pattern-sensitive-network
A Pytorch Implementation of Pattern Sensitive Network (PSN)
cnrkaya/traffic-flow-estimation-cnn
Bilgisayar Mühendisliği Bölümü Bilgisayar (Ara) Projesi
AnhHoang0529/realtime-traffic-flow-prediction
A project leverages external data (traffic incidents, weather) to predict traffic flow. Graph is used to model the complex relationship of data.
blaz-cerpnjak/traffic-flow-prediction
🌎 🚙📚 Predicting travel times and traffic density on a highway in Slovenia
ConstancaElias/traffic-flow-sensoring
Ambient Sensorization Techniques to monitor the traffic flow in Braga
paulwong16/TrafficMapForecasting
Submitted to Introduction to Machine Learning (CS480/680, 2020 Spring).