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Streamlit-based AutoML platform for intelligent data profiling and model generation

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Streamlit AutoML System

Overview

This project is a Streamlit-based AutoML platform that automates the machine learning pipeline including EDA, model comparison, tuning, and prediction.

Features

  • Automated EDA
  • AutoML using PyCaret
  • Model comparison
  • Hyperparameter tuning
  • Explainability
  • Clustering
  • Prediction

How to Run

pip install -r requirements.txt
streamlit run app.py

Author

Mani, Hanumesh

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Streamlit-based AutoML platform for intelligent data profiling and model generation

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