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Bayesian mixed-effects modeling of fMRI data in Python

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Hi, PyMC3 has been renamed PyMC. If this affects you and you have questions, or you want someone to direct your rage at I'm available! Do let me know how...

Currently we represent the design matrices for each term added to the model as its own array, but we don't have a single representation of all variables in a single...

enhancement

Suppose we pass a variable to add_term() and set split_by='condition'. If the target variable has no valid values for one or more levels of the splitting variable, a constant term...

enhancement

Currently the HRF convolution is applied to the full design matrix that spans all subjects and runs. This means there could theoretically be some bleeding over across different runs and...

enhancement

Currently split_by only takes a single string (the name of a design variable) to split on. It would be useful to allow a list, and split the target variable based...

enhancement