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Time Series Classification from Scratch with Deep Neural Networks: A Strong Baseline

timeseriesAI/tsai 20 Nov 2016

We propose a simple but strong baseline for time series classification from scratch with deep neural networks.

General Classification Time Series +1

ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels

timeseriesAI/tsai 29 Oct 2019

Most methods for time series classification that attain state-of-the-art accuracy have high computational complexity, requiring significant training time even for smaller datasets, and are intractable for larger datasets.

General Classification Time Series +1

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