Closed paulmueller closed 2 days ago
TODO:
If it is not used, remove it to keep the code base smaller and easier to maintain.
The inference would work on-the-fly and dclab would not save the inference information to the file, is that correct? If yes, I think most people would anyway do the inference separately and create a new .rtdc file which they would then inspect the data with Shape-Out. On-the-fly inference is too time and resource consuming to do it every single time again.
Since ML model inference via ancillary features is not used AFAIK, and it has become a burden to maintain (failing tests with tensorflow, long pipeline times), I am planning to strip this functionality from dclab. This also affects the corresponding functionality in Shape-Out (loading models).
This will not affect the presence of the
ml_score_???
features and I might keep in the registration of features (where feature names can be mapped to proper axes labels).Please comment here if you have an opinion.