arsenyinfo

arsenyinfo t1_j5r4b5l wrote on January 24, 2023 at 11:47 PM

Reply to comment by SimonJDPrince in [P] New textbook: Understanding Deep Learning by SimonJDPrince

Random ideas from the top of my head:

intro why transfer learning works;
old but good https://cs231n.github.io/transfer-learning/;
a concept of catastrophic forgetting;
some intuition on answering empirical questions like what layers should be frozen, how to adapt LR etc.

arsenyinfo t1_j5m33oc wrote on January 23, 2023 at 11:37 PM

Reply to [P] New textbook: Understanding Deep Learning by SimonJDPrince

As a practitioner, I am surprised to see no chapter on finetuning

arsenyinfo t1_iz2hxgi wrote on December 5, 2022 at 11:55 PM

Reply to comment by unofficialmerve in [P] Save your sklearn models securely using skops by unofficialmerve

I deployed sklearn models via onnx in two companies, and it works perfect.