ml-model-saving-techniques

This repository is used to analyze different types of tecniques that using for saving machine learning models.

Results

Action	Joblib	Joblib	Pickle	Pickle	Dif	Dif
	std	mean	std	mean	std	mean
Load	0.0029273702182030176	0.035990769320195265	0.0013267555330904522	0.009726462977947575	0.0030854419966339264	0.02626430634224769
Save	0.005665834295477189	0.041708396212889416	0.0005357383671557063	0.0044553374299908625	0.0056503138240306065	0.03725305878289855

Resources

https://docs.python.org/3/library/pickle.html

https://scikit-learn.org/stable/modules/model_persistence.html