JanFidor

Rewrite all UI tests with the Robot design pattern #401

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All tests have been rewritten with robot design pattern with no changes to the inner logic of the test (the only exception being bookmarks feature -> feed_whenRemovingBookmark_removesBookmark() test. I believe...

[FR]: Rewrite UI tests to take advantage of Robot design pattern

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### Is there an existing issue for this? - [X] I have searched the existing issues ### Describe the problem Designed by Jake Wharton, Robot pattern makes for both much...

#2151 Feature/mvi pattern

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Add an MVI design pattern (includes pattern itself, tests, README.md and class diagram)

#203 Add Finite State Machine pattern

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Add FSM pattern, tests and README.md

Add Model-View-Intent design pattern

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I noticed that while MVP, MVC and MVVM have been added, it wasn't the case for MVI. I'll be happy fix that.

Feature/multivariate wrapper

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Fixes #1845 . ### Summary I've added a wrapper which allows a LocalForecastingModel to act like a GlobalForecastingModel ### Other Information FutureCovariatesLocalForecastingModel support multivariate series, but I decided to treat...

Add normalization to BlockRNNModel

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Fixes #1649. ### Summary I've added normalization parameter to the BlockRNNModel, I've brainstormed how to do it for RNNModel and I couldn't come up with a way that wouldn't require...

Feature/transformer refactorisation

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Fixes #601 #672 ### Summary - Added teacher forcing to the transformer model - Added auto-regression for inference - Changed the normalization factor to `math.sqrt(self.d_model)` (I tested deleting it altogether,...

Feature/scalar with window

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Fixes #1540. ### Summary I've added the ability to use Scalar inside historical_forecasts to avoid information leakage. As `RegressionModel._optimized_historical_forecasts` doesn't support model retraining, decided to not add scalar with window...

[BT] add BetterTransformer support for Blip architecture

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Fixes https://github.com/huggingface/optimum/issues/488 ## Before submitting - [ ] This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case). - [x] Did...