So either I am terribly wrong or this might be quite useful information to share There also were notebooks using python3 (and keras 2?) published here on the forum but I don’t think they use the new API just yet from what I was able to tell briefly at first glance. This seems quite strange to me but decided to write about it since if this is correct it will likely trip people up who are watching the lectures and are using keras 2. With keras 2.x this is no longer possible! The changes are deep as in I believe that pile no longer resets the model and thus can be used to change learning parameters on the fly (optimizer, etc) while to reset the model I think you need to recreate it. Not sure if this is entirely correct, but with keras 1.x we did the following to set the learning rate: .set_value(0.01)
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