traffic-data

There are 4 repositories under traffic-data topic.

liyaguang / DCRNN
Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow
deep-learning-graphs iclr2018 spatiotemporal-forecasting time-series traffic-data
Language:Python 1143
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.
urban-computing infrastructure ailab datasets traffic-forecasting traffic-data urban-computing-papers gnn-traffic traffic-prediction traffic-flow demand-forecasting spatio-temporal spatio-temporal-networks flow-prediction demand-prediction graph-convolutional-networks paper temporal-graph-networks
Language:Jupyter Notebook 227
JingqingZ / BaiduTraffic
This repo includes introduction, code and dataset of our paper Deep Sequence Learning with Auxiliary Information for Traffic Prediction (KDD 2018).
traffic dataset traffic-prediction traffic-data deep-learning
Language:Python 220
LibCity / Bigscity-LibCity-Datasets
Traffic data processing tools in LibCity
dataset libcity spatio-temporal-data spatio-temporal-prediction traffic traffic-data traffic-prediction
Language:Python 171
cchao0116 / EasyDGL
Code for paper "EasyDGL: Encode, Train and Interpret for Continuous-time Dynamic Graph Learning"
dynamic-graph-embedding sequential-recommendation time-series traffic-data
Language:Python 122
hakola / marine-traffic-modelling
Modelling marine traffic in the ice-covered Baltic Sea using AIS data
trajectory-prediction ais marine-data shortest-path maritime traffic-model route-finding-algorithm traffic-data path-predictions vehicle-trajectory traffic
Language:Jupyter Notebook 67
cemsaz / NGSIM-trajectories
NGSIM I-80 dataset Leader - Follower Vehicle Trajectory Pairs
traffic-data traffic-analysis trajectory-analysis driving-behavior
Language:MATLAB 48
aptx1231 / NYC-Dataset
Organize some grid-based traffic flow datasets, mainly New York City bicycle and taxi data
traffic-prediction traffic-data traffic-dataset nyc-taxi-dataset nyc-bike nyc-taxi tdrive taxibj spatio-temporal-data data-collection dataset traffic grid-data traffic-flow
43
CityofToronto / bdit_data-sources
Data sources used by the Big Data Innovation Team
freeway data-processing traffic-data transportation open-data
Language:Jupyter Notebook 35
lebanon-traffic-dataset
ramikay / lebanon-traffic-dataset
Road traffic data for Lebanon collected between 2014 and 2019.
lebanon beirut velocities datapackage urban-planning geojson transportation city-analytics traffic-data geodata logistics roads
31
AmitRoy7781 / SST-GNN
[PAKDD 2021] SST-GNN: Simplified Spatio-temporal Traffic forecasting model using Graph Neural Network
gnn graph-neural-network spatio-temporal-models traffic-data traffic-forecasting
Language:Jupyter Notebook 25
JackHCC / Graduation-Design
😁【北京市优秀毕业论文】基于车辆轨迹时空数据的城市热点预测模型研究【Urban hot spot prediction model based on spatiotemporal data of vehicle trajectory】
machine-learning deep-learning traffic-data svm mlp kde
Language:Python 25
tmfg / digitraffic
Content development for Digitraffic web pages.
opendata traffic-data
Language:JavaScript 23
rishabmenon / Traffic-Congestion-Prediction-System
Traffic Congestion Prediction System using Data Mining
traffic traffic-analysis traffic-data congestion congestion-analysis knn knn-algorithm data-science data-analysis data-mining arima-model arima-forecasting forecasting-models predictive-modeling
Language:Java 13
Eviannn / Transportation-Mode-Detection-Using-GPS-Data
Final Year Project in SEU, 2021.06
traffic-data machine-learning gps-tracking transportation-engineering
Language:HTML 12
changsin / DLTrafficCounter
Traffic Counting using YOLO V5
deep-learning yolov5 traffic-data
Language:Jupyter Notebook 10
bnan / dataviz
dataviz is a customizable heatmap visualization of traffic data provided by Ubiwhere
html css javascript python advertising-agencies marketing traffic-data google-maps
Language:Python 7
XingruiWang / ruc_traffic_prediction
交通数据是典型的多周期时间序列，我通过MSARIMA模型和DS Holt-Winters指数平滑模型对数据的周期性信息进行拟合和提取，实现车流速度的预测。
time-series traffic-data traffic-speed
Language:TeX 7
cityofaustin / traffic-sensor
A City of Austin initative to create a network of traffic sensors built with commodity hardware and open-source software
commodity-hardware single-board-computers traffic-data transportation open-source
5
citywave / IoT-Data-Source-Simulator-Traffic-Data
Random Traffic Data set generator (Default: sends generated data to a Kafka topic)
apache-kafka data data-source iot simulator traffic-data
Language:Scala 4
Angps1995 / Grab-Challenge---Forecasting-Traffic-Demand
Grab Challenge - Traffic Management
deep-learning traffic-data machine-learning
Language:Jupyter Notebook 3
lotlouischoitslab / Computational_Transportation_Science
Computational Transportation Science (CTS) resources for everyone!
traffic-analysis traffic-data traffic-engineering traffic-flow traffic-light transportation-engineering traffic-theory air-transport autonomous-vehicles aviation intelligent-transportation-systems rail-transit road-design public-transport urban-transportation high-speed-rail
Language:Jupyter Notebook 3
ccederstrom / traffic-wp7
A Windows Phone 7 mobile app to quickly check the latest highway and road conditions in your area. See real-time traffic maps with detailed incidents.
traffic traffic-monitoring traffic-analysis traffic-incidents traffic-data windows-phone mobile-app
Language:C# 2
CityofToronto / bdit_incidents
Analyzing impacts of traffic incidents on road congestion
incident traffic-incidents incident-data delay transportation analyzing-impacts impacts traffic-data traffic-speeds
Language:R 2
dev-top-five-week-0420
CodeSchoolKb / dev-top-five-week-0420
Dev Weekly Top Five: A shortlist of our favorite code related finds to hack your development workflow for the week of January, 24th 2020.
git github readme readme-template readme-md badges badge hits development-workflow traffic apple cskb-resources traffic-data twitter badass timers kanban workflow
2
kingychiu / hkust-msbd5001-fall2020-kaggle-nlgn
Traffic Speed Prediction / Interpolation (1st place submission @ HKUST MSc in Big Data Technology in-class Kaggle Competition)
kaggle-notebook interpolation traffic-data traffic-analysis kaggle-competition kaggle hkust iot-data iot-data-analytics
Language:Jupyter Notebook 2
MikiDi / MIV2DATEXII
Utilitiy for converting Flanders "Meten in Vlaanderen" (MIV) traffic data to DATEXII
opendata traffic-data flanders datex2 livedata
Language:Python 2
prajwaljpj / VisTraSAS
Visual Traffic Surveillance and Analytics System
engine opencv analytics tensorflow-gpu tensorrt yolov3 hourglass-network traffic-analysis traffic-monitoring traffic-data
Language:Python 2
tisljaricleo / stm-feature-extraction
Extracting features from novel traffic data modeling technique called Speed Transition Matrix (STM). After the feature extraction, results are evaluated on different machine learning algorithms using labeled STMs.
stms speed-transition-matrix feature-extraction python classification traffic traffic-data gps
Language:Python 2
tisljaricleo / stm-tensor-convolution
[work-in-progress] Convolutional neural network for anomaly detection on large road networks
convolutional-neural-networks traffic-data gps-data anomaly-detection cnn-classifier anomalydetection anomaly-detection-models python tensorflow tensorly
Language:Python 2
transcriptive / covid-aqi
Using time series models to investigate the impact of COVID-19-related transportation shutdowns on Air Quality.
los-angeles air-quality traffic-data aqi nyc-data covid-19
Language:Jupyter Notebook 2
ChinmayGarud / Traffic-Forecast
Time Series Forecast of traffic on JetRail
time-series forecasting-models forecast-model timeseries traffic-data
Language:Python 1
kuhuhalder / DeepLearningMethodsForTrafficDataClassification
Deep Learning Methods for Traffic Data Classification
traffic-data machine-learning classification-algorithm clustering neural-network deep-learning
Language:Jupyter Notebook 1
n3d1117 / TrafficFlowManager
Viewing and managing road traffic flow reconstructions using WMS protocol on a GeoServer instance
geoserver geospatial-data geospatial-visualization java php traffic-data wms-service
Language:PHP 1
peterstephan / NSW_Traffic_Volume_Viewer_Analytics
This series of notebooks have been developed to analyse traffic data from the NSW Traffic Volume Viewer website
traffic traffic-analysis traffic-data transportation transport transportation-network transport-api transportation-planning
Language:Jupyter Notebook 1
yihong1120 / Traffic-Report-Android
An innovative Android app designed to enhance public oversight of traffic law enforcement in Taiwan. Features seamless integration with existing Traffic-Violation-Report-System server for real-time updates and community engagement.
android android-studio bigquery cloud-computing community gcp google-maps-api gps kotlin license-plate-recognition mobile-app ocr open-source public-safety traffic-data traffic-enforcement user-engagement yolov8
Language:Kotlin

traffic-data

liyaguang / DCRNN

Knowledge-Precipitation-Tribe / Spatio-Temporal-papers

JingqingZ / BaiduTraffic

LibCity / Bigscity-LibCity-Datasets

cchao0116 / EasyDGL

hakola / marine-traffic-modelling

cemsaz / NGSIM-trajectories

aptx1231 / NYC-Dataset

CityofToronto / bdit_data-sources

ramikay / lebanon-traffic-dataset

AmitRoy7781 / SST-GNN

JackHCC / Graduation-Design

tmfg / digitraffic

rishabmenon / Traffic-Congestion-Prediction-System

Eviannn / Transportation-Mode-Detection-Using-GPS-Data

changsin / DLTrafficCounter

bnan / dataviz

XingruiWang / ruc_traffic_prediction

cityofaustin / traffic-sensor

citywave / IoT-Data-Source-Simulator-Traffic-Data

Angps1995 / Grab-Challenge---Forecasting-Traffic-Demand

lotlouischoitslab / Computational_Transportation_Science

ccederstrom / traffic-wp7

CityofToronto / bdit_incidents

CodeSchoolKb / dev-top-five-week-0420

kingychiu / hkust-msbd5001-fall2020-kaggle-nlgn

MikiDi / MIV2DATEXII

prajwaljpj / VisTraSAS

tisljaricleo / stm-feature-extraction

tisljaricleo / stm-tensor-convolution

transcriptive / covid-aqi

ChinmayGarud / Traffic-Forecast

kuhuhalder / DeepLearningMethodsForTrafficDataClassification

n3d1117 / TrafficFlowManager

peterstephan / NSW_Traffic_Volume_Viewer_Analytics

yihong1120 / Traffic-Report-Android