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brain-score / model-tools

Helper functions to extract model activations and translate from Machine Learning to Neuroscience
MIT License
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deal with fitting stimuli for LogitsBehavior (imagenet) #49

Open mschrimpf opened 3 years ago

mschrimpf commented 3 years ago

The current LogitsBehavior implementation assumes that the fitting_stimuli will just be the string "imagenet". We should remove this restriction and instead fit a linear classifier to the features in response to the fitting stimuli (see https://github.com/brain-score/brain-score/issues/262).

mschrimpf commented 3 years ago

problem with this: we would have to provide the ImageNet training set for classifier fitting which is 140G. So likely we cannot provide it via BrainIO but have to point to it via direct filepath.