deepkashiwa20 Goto Github PK

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

basicts

An Open Source Standard Time Series Forecasting Benchmark.

bigscity-libcity

LibCity: An Open Library for Traffic Prediction

capitaltraffic

Working projects for forecasting traffic flow at accidents and incidents

cl-traff

cnn-benchmarks

Benchmarks for popular CNN models

covid-mobility

d2stgnn

Code for our VLDB'22 paper Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting.

deep_nyc_taxi_bike

deepcrowd

[TKDE 2021 Paper] DeepCrowd: A Deep Model for Large-Scale Citywide Crowd Density and Flow Prediction

deepmove

deepurbanevent

[ACM TIST 2021] [KDD 2019 Paper Applied Data Science Track] DeepUrbanEvent: A System for Predicting Citywide Crowd Dynamics at Big Events

dl-traff-graph

[CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Graph Part)

dl-traff-grid

[CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)

dtp-net

east-net

[AAAI'22] Event-Aware Multimodal Mobility Nowcasting

ems-pred-icde-21

Pytorch Implementation of ICDE'21 Paper: Forecasting Ambulance Demand with Profiled Human Mobility via Heterogeneous Multi-Graph Neural Networks

epifnp

Official repo to paper

epignn

[ECML-PKDD2022] EpiGNN: Exploring Spatial Transmission with Graph Neural Network for Regional Epidemic Forecasting

fmm

Fast map matching, an open source framework in C++

fuxits

gcrn

An implementation of GCRN backbone.

hottosns-bert

hottoSNS-BERT: 大規模SNSコーパスによる文分散表現モデル

little-big-city

megacrn

[AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"

memestn

WWW23-Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster

memonet

[CVPR2022] Remember Intentions: Retrospective-Memory-based Trajectory Prediction

mepognn

[ECMLPKDD22] MepoGNN: Metapopulation Epidemic Forecasting with Graph Neural Networks

multivariate-time-series-data

mvts

Multivariate Time Series Repository