There seems to be errors in the current version about tfc-pretraining HOT 2 CLOSED

Thanks for pointing it out. There was some subtle issue (maybe regarding file paths, etc.) with the current version. Gonna spend some time to fix it when I get time (would be soon hopefully). I'll keep this issue open until update the codes.

from tfc-pretraining.

Dear @AprilCal ，

Thanks for your patience. We have updated the TFC implementation. I assure you that it should be good without bugs. Please check more details in the Updates on Jan 2023 section of the repo readme. In summary:

• Fixed bugs, cleaned the codes, and added comments for better understanding.
• For the contrastive encoders (in both time and frequency domains), we replaced the 3 layers of CNN blocks with 2 layers of Transformer.
• For the downstream classifier, we added a KNN classifier in parallel with the original MLP (2-layer) classifier.
• Shared more ideas that may improve the TF-C framework in follow-up works.

from tfc-pretraining.