multivariate-time-series-prediction

There are 3 repositories under multivariate-time-series-prediction topic.

BUAABIGSCity / PDFormer
[AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.
aaai2023 dtw graph-transformer kshape multivariate-time-series-prediction self-attention spatio-temporal-prediction traffic-flow-prediction traffic-prediction transformer
Language:Python 176
deepkashiwa20 / MegaCRN
[AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"
graph-convolutional-networks graph-neural-networks multivariate-time-series-prediction spatio-temporal-modeling traffic-forecasting convolutional-recurrent-network
Language:Python 89
grimmlab / HorticulturalSalesPredictions
Machine Learning Outperforms Classical Forecasting on Horticultural Sales Predictions
demand-forecasting horticulture multivariate-time-series-prediction sales-forecasting
Language:Python 9
sarthakmt / StackedAE_BayesianOptimization_TCN
bayesian-optimization multivariate-time-series-prediction stacked-auto-encoders temporal-convolutional-networks
Language:Jupyter Notebook 9
KnowledgeDiscovery / DynamicGaussianMixture
Code for "Dynamic Gaussian Mixture based Deep Generative Model For Robust Forecasting on Sparse Multivariate Time Series" @AAAI2021
deep-generative-model gaussian-mixture-models multivariate-time-series-prediction
Language:Python 3
maurofama99 / artificial-neural-networks-project
Application of deep learning techniques with the most used tools in the field
deep-learning image-classification multivariate-time-series-prediction
Language:Jupyter Notebook 0