Amin Movahedi's Projects
this is a simple python module to do some basics numeric data analysis. this module specifies correlation between every features in dataset using linear regression, spearman correlation and pearson correlation. this module is using pandas and seaborn to do some data describing, also this module uses ECDF to plot your dataset. you have just import this module and use BaseAnalys.get_report({YOUR DATASET}) to use it.
The purpose of this program is to speed up the learning of the deep learning model and prevent the system from crashing. This program speeds up training by dividing a data set between multiple clients. Each client is responsible for teaching the deep learning model with only the part of the dataset that is specified for it, not the entire data set.