Question on fit_one function about chantilly HOT 2 CLOSED

Hi @lzg65, Chantilly was created to be compatible with creme. The models in creme all have a fit_one method. This method updates the internal state of the model, for example the weights of a linear regression or a logistic regression. In the case of creme's linear regression, the fit_one method evaluates the gradient, updates the weights of the model with the optimizer associated with the model and returns self. So, you just have to upload the cream model via the API and it will update it.

Got it, I looked into the example you mentioned in creme, thanks for your quick explanation.

from chantilly.

Hi @lzg65, Chantilly was created to be compatible with creme. The models in creme all have a fit_one method. This method updates the internal state of the model, for example the weights of a linear regression or a logistic regression. In the case of creme's linear regression, the fit_one method evaluates the gradient, updates the weights of the model with the optimizer associated with the model and returns self. So, you just have to upload the cream model via the API and it will update it.

from chantilly.