Crypto-tensor dataset

The dataset used in this paper is a time series data, which is used to test the performance of the Conditional Generative Adversarial Net (CGAN) method.

Time series data for classification tasks using data in http://www.timeseriesclassification.com/

The PTB-XL dataset consists of 21837 clinical 12-lead ECGs, each lasting 10 seconds, from 18885 patients.

Store Sales competition dataset contains 1729 time series of 1684 steps clustering daily sales of thousands of products sold by different stores in the main cities of Ecuador...

M5 competition dataset contains 30490 time series with 1913 time steps recording daily sales of items of different categories at Walmart in various stores, departments, and...

Long-sequence time series clustering (LSTC) datasets from UCR Time Series Archive and real-world retail forecasting datasets

TSDL dataset

M4 Competition dataset

Time series forecasting via learning convolutionally low-rank models

The dataset contains energy data from the UCI Appliances energy prediction dataset with 28 features and noisy periodicity and correlation.

The dataset contains multivariate sinusoidal time-series with different frequencies and phases.

This paper shows that masked autoencoder with extrapolator (ExtraMAE) is a scalable self-supervised model for time series generation. ExtraMAE randomly masks some patches of the...

AlexNet for time series classification

Infrasound data classification using neural networks

A regression problem where the true coefficient function β is sparse and smooth, in order to show how the adaptive centering is able to jointly shrink towards a mixed target.

TS-Diffusion is a general model for generating highly complex time series with irregularities, missingness, and the large feature-temporal dimensionality, which are aspects...