Do you have the pre-trained weights and biases saved in a file and do you want to load them ?
If yes, then please read the article on saving the model and loading the pre-trained weights
Machine Learning — How to Save and Load scikit-learn Models
In this post we will explore how to persist a model built using scikit-learn libraries in Python. Load the saved model…
Hope this helps…