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If you need create more configurations and don't want to override its values, you can create multiple instances, but you need to insert this new config as function parameter. Simple example of using command line arguments. To optimize hyperparameters, just set optimizeit: 1, and model parameters limits. It is commented in it's docstrings how to use it. It's not grid bruteforce. It is a heuristic method based on halving interval is used, but still it can be time-consuming. It is recommended only to tune parameters worth of it. Or tune it by parts. Categorical embeddings. Feature selection is under development right now :[ Example of using library as a pro with deeper editing config. There is very big todo list on root called TODO.md. Bu durumda kiran?n uyarlanmas?na iliskin ac?lan davadan umulan sonucun olusmas? icin HMK’n?n 389/1 maddesinde gosterilen “ciddi bir zarar?n dogacag?ndan endise edilmesi” kosulunun mevcut oldugu ve ihtiyati tedbir karar? casino verilebilecegi kabul edilmelidir.