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๐Ÿง  ML Pipeline Pro

An interactive Streamlit web app for building, training, evaluating, and visualizing end-to-end Machine Learning pipelines โ€” from data preprocessing to model deployment.

๐Ÿš€ Features

  • ๐Ÿ“Š EDA and data profiling
  • โš™๏ธ Custom preprocessing pipeline
  • ๐Ÿค– Train multiple ML models
  • ๐Ÿ“ˆ Model evaluation & visualization
  • ๐Ÿ’พ Save & load trained models
  • ๐Ÿ”„ Live predictions using uploaded data

Demo

๐Ÿ”— Live Demo on Streamlit Cloud

๐Ÿ–ฅ๏ธ Technologies Used

  • Python 3.x
  • Streamlit
  • scikit-learn
  • pandas, numpy
  • seaborn, matplotlib
  • joblib

๐Ÿ“ฆ Installation

git clone https://github.com/your-username/your-repo-name.git
cd your-repo-name
pip install -r requirements.txt
streamlit run app.py

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