PhilippKaniuth
PhilippKaniuth
There is a well-maintained reference implementation for Representational Similarity Analysis, the [`rsatoolbox`](https://github.com/rsagroup/rsatoolbox). I therefore suggest to deprecate [`THINGSvision`'s RSA functions](https://github.com/ViCCo-Group/THINGSvision#representational-similarity-analysis-rsa). Advantages: 1. End users don't get confused as they only...
- explain `pretrained`. - explain additional parameters in later functions. - add THINGS section. - BarlowTwins and Swav (source=custom?) dokumentieren. - add explanation for `vissl` models regarding epochs. - add...
`pypi` doesn't like the direct github dependency for CLIP, [see here for a corresponding pypi issue](https://github.com/pypi/warehouse/issues/9404). As a result, `thingsvision` is installed w/out CLIP support which will throw an error...
`frrsa` in frrsa/fitting/crossvalidation.py optionally returns the object `predictions`. This object has the hard-coded column names "dissim_target" and "dissim_predicted". In case of fitting representational matrices that contain similarities, these column names...
Motivated from https://github.com/ViCCo-Group/frrsa/issues/43, if the aim is to generalize the _betas_ to another imageset: The user submits two (or several) targets and corresponding two (or several) predictors. One these target-predictor...
Motivated from #43, if the aim is to generalize the _predictions_ to a second target: The user submits two (or several) targets. One of them will be used to fit...
Possibly change how optionally returned final `betas` are computed to make them more useful for downstream analyses. For that, change `frrsa/frrsa/fitting/fitting/final_model` so that it does a repeated CV to find...
Speed up and possibly fuse both functions. Suggestions: - if score_type=='pearson': - use `np.corrcoef` to replace at least one for-loop (in case of `scoring` when multioutput & evaluating alphas: first...
Hunt down this warning: >python3.9/site-packages/numpy/core/fromnumeric.py:43: VisibleDeprecationWarning: Creating an ndarray from ragged nested sequences (which is a list-or-tuple of lists-or-tuples-or ndarrays with different lengths or shapes) is deprecated. If you meant...