wassname/pytorch-transformer-ts

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Kashif Rasul a429cef13d added switch encoder layer

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autoformer

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etsformer

added ETSFormer

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hopfield

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informer

train for 50 epochs

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pyraformer

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reformer

initial inference

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added s4

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switch

added switch encoder layer

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template

move template

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tft

isort

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transformer

sym scaling

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xformers

use torch.no_grad

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.gitignore

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LICENSE

Initial commit

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README.md

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requirements.txt

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README.md

Pytorch Transformer based Time Series Models

Collection of Transformer based PyTorch Time Series models in the gluonts API.

Paper

See the following overleaf link

Prerequisite

pip3 install -U -r requirements.txt