PredictionOptimizationTool

Tool which is capable of reading .csv, predicting target property and optimizing x for improving target property

Overview

This tool is capable of predicting objective variables and optimizing explanatory variables for minimizing or maximizing objective variables (Optimization capability has not made yet)

How to use

• Run python main.py

• Read .csv file and select explanatory variables and objective variables

• Select prediction model

• Download models: Pickle file will be downloaded in your current folder. Pickle file is dictionary whose key is objective variable name and value is model. For example, {objective_varable_name1: est1, objective_variable_name2: est2}