Make features and annotations into experiment data

[jixu7952]

missing script?

[ciaua]

The features of all 6 scales from MagnaTagATune will take quite a lot of spaces. I will see what I can do.

[jixu7952]

a few sample lines of data to show the npy file format would be desirable, and the python file for making experiment data is missing

[TobyOoO]

Yes, I am confused about how to retrieve tags backward from outcomes of the model.

[ciaua]

Thank you both for your comments. I think I will take this chance to overhaul the whole package, including updating the codes, uploading the experiment data.

I will also make the feature standardization process independent of the scikit-learn package by including the standardization directly into the model. The standardizer module in scikit-learn has been changing several times recently, so doing so will make the maintenance easier in case it changes again.

[jixu7952]

thanks for update, Ciaua. Could you please kindly share the script to prepare the experiment data?

[ciaua]

I have added process_annotations.top_n_tags.py and make_exp_data.py. You still have to download the MagnaTagATune files from their website though.