What features are included in this dataset?

[bailu-bot]

I'm new to the field of deep learning. If I want to emphasize some specific characteristics of the drug molecule in the process of training a model, such as bond length and bond angle. How do I change the code?

[CM-BF]

Hi,

Generally speaking, a model is trained to use all features, determining useful features on its own. Can you be more specific about emphasizing characteristics?

Thanks,

[bailu-bot]

I mean if I have already realized in advance that certain features may play a crucial role in the training of the model. Is there any way to make my model also recognize that these features are important?
Best Regards

[CM-BF]

It depends on how do you define "importance". If the target is to make certain features easier to learn or to be separated, following the philosophy of PCA can be a good way--just scale up the variances of certain features.

Best,