Time Series Prediction - Groups

Echo State Network (ESN)

The dataset used in the paper is a reservoir computing network, specifically an Echo State Network (ESN). The network is trained on a letter prediction task, where the goal is...

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Numerai-Signals

The dataset is created from raw financial datasets, including price data, financials, and sentiment data.

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Geoman

The dataset is used for geo-sensory time series prediction.

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PEMS-BAY, METR-LA and PEMS07

PEMS-BAY, METR-LA and PEMS07 are three public trafﬁc datasets used for evaluating the performance of the proposed model.

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Santa Fe Laser

The dataset used in this paper is a Santa Fe laser dataset.

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ATCN: Agile Temporal Convolutional Network

This paper presents a scalable deep learning model called Agile Temporal Convolutional Network (ATCN) for high-accurate fast classiﬁcation and time series prediction in...

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