tuning hyperparameters and integration with other libraries

[georgemossad]

hey there hope you are doing good,
I’m using tsai and I like it very much but I wonder if I can tune the hyperparameters in the models and also if i can use the model architectures in other libraries like keras.
thanks

[oguiza]

Hi @georgemossad,
You may want to take a look at a tutorial notebook on hyperparameter optimization. There we demonstrate how you can use Optuna to tune your hyperparameters.
As to the question on keras, I'm not sure I understand. If you mean if you can use any Keras model with tsai, the answer is no. You can only use Pytorch models.

[georgemossad]

that's great thanks, no problem i think I'm more comfortable now to tsai than keras.
thanks for this amazing work,i just wonder after training the model and save it can i use it in other frameworks

[oguiza]

Once you train the model, you'll be able to convert it to torchscript that is independent of the framework.