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Python tools for querying and manipulating BIDS datasets.

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in my recent PR, i ran into the issue that there was many spots where an invalid model would lead to an ugly crash. i started adding logic to catch...

question
statsmodels

In one of the unit tests, a `BIDSLayout` is created using a derivative path: ``` def test_dataset_missing_generatedby_fails_validation(self): dataset_path = Path("ds005_derivs", "format_errs", "no_pipeline_description") with pytest.raises(BIDSDerivativesValidationError): BIDSLayout(Path(get_test_data_path())/dataset_path) ``` The expectation is to...

Jeannette reported that run and scan numbers were not available to the model & transformations.

bug
statsmodels

cannot access the 'group' variable in 'participants.tsv' in the narps dataset https://github.com/jdkent/model-zoo/tree/typical/narps [this line](https://github.com/jdkent/model-zoo/blob/9f43fb064bec800a3680df86e50a085d30e4ee1c/narps/NARPS_model.py#L116) this output: ``` --------------------------------------------------------------------------- ValueError Traceback (most recent call last) Input In [60], in () 1...

Running an intercept only first level model throws an error: `TypeError: reduce() of empty sequence with no initial value` To reproduce: ``` import pandas as pd import numpy as np...

statsmodels

This PR is a work in progress and should remain open for the time being. ### Objective The `BIDSLayout` has long been known to have performance issues on large datasets...

The [ancpbids](https://github.com/ANCPLabOldenburg/ancp-bids) project has made formidable progress in implementing a `BIDSLayout`-like API, with marked performance improvements, using a different underlying implementation with a custom query language. Given limited resources to...

question
layout

suggesting to add a transformation that provides the temporal derivative of given input column. The following is copied and pasted from a draft of the PyBIDS transformations specification, but this...

statsmodels

Given that for simple models (i.e. contrasts at run level, and dummy contrasts at subject and dataset level) `GroupBy` must be set, I can't imagine a situation where letting pybids...

statsmodels