/automl-app

Automated Machine Learning System for Predictive Analytics is designed to streamline the entire process of creating and deploying predictive models.

Primary LanguagePython

AutoML App

Creator of Streamlit automl app See here

The Automated Machine Learning System for Predictive Analytics is designed to streamline the entire process of creating and deploying predictive models. This system leverages advanced algorithms and machine learning techniques to automate tasks such as data preprocessing, feature selection, model training, and evaluation. By minimizing the need for human intervention, it allows data scientists and analysts to focus on more strategic aspects of their work, such as interpreting results and making data-driven decisions. The system ensures consistency, reduces the potential for human error, and accelerates the time-to-insight, making it an invaluable tool for organizations looking to harness the power of predictive analytics efficiently and effectively.

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How to Install in your System

  1. git clone https://github.com/iguptashubham/automl-app.git
  2. pip install -r requirements.txt
  3. Open folder in Terminal
  4. Type streamlit run automl.py

How to use ?

1. Upload your Data in csv format.

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2. Data Profiling / Exploratory Data Analysis

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3. Edit the Data

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4. Model Creation

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5. Download the Best Model.

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