relevation-143 Goto Github PK

-lstm-and-gru

Truck Traffic Flow Prediction Based on LSTM and GRU Methods with Sampled GPS Data

adahmg

AdaHMG: A first-order stochastic optimization algorithm for time series data

agcrn

Adaptive Graph Convolutional Recurrent Network

air_pollution_forcast_beijing

基于Keras的LSTM多变量时间序列预测

astgcn

Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019

astgcn-pytorch

awesome-time-series

list of papers, code, and other resources

baidutraffic

This repo includes introduction, code and dataset of our paper Deep Sequence Learning with Auxiliary Information for Traffic Prediction (KDD 2018).

bp-for-spikingnn

Spatio-temporal BP for SNNs

bulbea

:boar: :bear: Deep Learning based Python Library for Stock Market Prediction and Modelling

crann_traffic

A Spatio-Temporal Spot-Forecasting Framework for Urban Traffic Prediction

dag-gnn

dcrnn

Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow

deep-learning-time-series

List of papers, code and experiments using deep learning for time series forecasting

deep-time-series-prediction

Deep Learning models for time series prediction.

delay-embedding-based-forecast-machine

The source code of paper "Multi-step-ahead Prediction from Short-term Data by Delay-Embedding-based Forecast Machine"

dl_learning

forecasting

Time Series Forecasting Best Practices & Examples

gcn-tffc

比较 TCN、GRU、GCN、TGCN、 TCN+GCN 在 交通流量预测方面的准确率效果。

gluon-ts

Probabilistic time series modeling in Python

gman

GMAN

gnn4traffic

This is the repository for the collection of Graph Neural Network for Traffic Forecasting.

google-research

Google Research

gps-data-mining

Simple data-mining practice based on Taxi Service Trajectory. Here is a set of assignments for a data mining course during a semester.

graph-wavenet

graph wavenet

graph_convolutional_lstm

Traffic Graph Convolutional Recurrent Neural Network

gru-d

inspired by 'Recurrent Neural Networks for Multivariate Time Series with Missing Values' pytorch ver

informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

khadgar

lstmmsnet