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Implement TSMixer Model#2293

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dennisbader merged 38 commits intounit8co:masterunit8co/darts:masterfrom cristof-r:feature/ts_mixer_modelcristof-r/darts:feature/ts_mixer_modelCopy head branch name to clipboardApr 8, 2024

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Commits

Commits on Mar 21, 2024

• Implement TSMixer Model

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• added TSMixerModel to inits

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• add TSMixerModel to global, historical, probabilistic and torch forecasting test suites

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• add MIT License information

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Commits on Mar 22, 2024

• Update darts/models/forecasting/tsmixer_model.py

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• Update darts/models/forecasting/tsmixer_model.py

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• Update darts/models/forecasting/tsmixer_model.py

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• Update darts/models/forecasting/tsmixer_model.py

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• update tuple annotations

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• Merge branch 'feature/ts_mixer_model' of https://github.com/cristof-r/darts into feature/ts_mixer_model

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• Update darts/tests/models/forecasting/test_tsmixer.py

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• Merge branch 'feature/ts_mixer_model' of https://github.com/cristof-r/darts into feature/ts_mixer_model

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• Upate TORCH_AVAILABLE is tests

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• update time_to_feature function

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• Update '|' typing operator

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• update parametric test

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• remove unused MixerLayer

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• add tests for TimeBatchNorm2d

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• update tsmixer

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• add tsmixer to markdowns

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Commits on Mar 25, 2024

• update TSMixer activation function and tests

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• update tsmixer

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• update tuple annotation

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Commits on Mar 26, 2024

• fix tsmixer where the number of blocks was always 1 size too large

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Commits on Mar 27, 2024

• update forward pass to remove if statement

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Commits on Mar 31, 2024

• Update test_probabilistic_models.py

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Commits on Apr 3, 2024

• refactor tsmixer

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Commits on Apr 4, 2024

• udpate example notebook

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• Merge branch 'master' into feat/ts_mixer_model_update

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Commits on Apr 5, 2024

• finalize tsmixer notebook

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• final updates

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• update changelog

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• add dedicated dropout

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• update docs

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Commits on Apr 8, 2024

• Merge branch 'master' into feature/ts_mixer_model

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• fix failing unit tests

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• Merge branch 'master' into feature/ts_mixer_model

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• update tsmixer notebook with metric specific quantiles

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