/AutoML-python

This automated ML system will automatically perform the EDA and model building part of a given data set. It also tells that given problem statement is a classification or regression .

Primary LanguagePython

Automated ML System

Python Framework

Table of Content

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Overview

The idea is that doing any kind of task related to machine learning involves a whole lot of steps like cleaning a dataset, choosing a model, deciding what the right configurations of that model should be, deciding what the most relevant features are etc. The goal of this project is to automate all of that up to a point where all a data scientist would need to do is tell a machine to perform some task using a dataset and wait for it to learn how by itself.

Technology

  • For database sqlite3 has been used.
  • sha256 algorithm has been used for encrypsion purpose in login page.

Demo

This project has been deployed in streamlit. You can check it out by using the follwing link:
https://kaustavsunny-automl-python-app-222-atsl4m.streamlitapp.com/