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keras-team / autokeras

AutoML library for deep learning
http://autokeras.com/
Apache License 2.0
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can not find the implementation code for the network morphism algorithm #981

Closed Neronjust2017 closed 4 years ago

Neronjust2017 commented 4 years ago

Hi, I have read the AUTO-KERAS: EFFICIENT NEURAL ARCHITECTURE SEARCH WITH NETWORK MORPHISM paper, in which said, " In this paper, an efficient neural architecture search with network morphism is proposed, which utilizes Bayesian optimization to guide through the search space by selecting the most promising operations each time ." However, I can not find the implementation code for the network morphism algorithm in this Auoto-keras project. Is it in the "autokeras/tuner" directory? or somewhere else? Thanks.

haifeng-jin commented 4 years ago

Please check the 0.4 version fort the implementation. Thanks

Neronjust2017 commented 4 years ago

Please check the 0.4 version fort the implementation. Thanks Hi, it seems, In the current version, you are using RandomSearch, Hyperband, BayesianOptimization( from kerastuner ) and Greedy as the algorithms. I have a few questions: Why is "network morphism" is no longer available? Compared to the other algorithms, What are the advantages of "Greedy " ? Is there an article about the"Greedy " algorithm? Thanks.

haifeng-jin commented 4 years ago

This is mainly because we updated the framework and didn't have enough people to implement the network morphism for the new framework. We don't have an article for the greedy yet.

stale[bot] commented 4 years ago

This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.