Arne Küderle

Draft: Revamped Plugin system

5

This PR implements a new way of how data can be loaded via Plugins. Instead of creating a loader for a specific file type, this PR allows to create plugins...

I am trying to use a file input in SPA mode. While the formData seems to be updated correctly, once submitted (and successfully validated), no file information is present. Not...

To support/prepare the revalidation and the development of future algorithms we need to create a set of fixed challenges that provide "validation" results given an algorithm. We can use `gaitmap-challenges`...

Input data validation

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We should add methods that simplify working with the typical input data. THis should include functions that check the correct dtype, columns, etc. Similar (but likely simpler) to https://github.com/mad-lab-fau/gaitmap/blob/master/gaitmap/utils/_datatype_validation_helper.py

With the recent change to body frame data everywhere, we check that all columns of the expected frame (which includes acc and gyr) are available in the data, even if...

I know that here we just want to reimplement the Matlab version of the code. However, in the INDIP algorithm, the yaw angle is calculated from the pelvis orientation using...

In all examples, where we run the entire pipeline, and present final aggregated results, we should show how to round them based on the Mobilise-D conventions. Maybe we can also...