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A CLI tool with python to preprocess datasets for performing supervised learning to save time for users. Input data can be preprocessed using simple commands and preprocessed dataset can be downloaded later

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TanayBhadula/ML-preprocessing-CLI

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⚡ ML Preprocessor CLI

The CLI made to preprocess the database and save your time🕐

Gist

  • Given the database, the CLI provides various options to preprocess the data.
  • Options:
    • Data Description
    • Handling NULL Values
    • Encoding Categorical Data
    • Feature Scaling
  • We can also DOWNLOAD⬇️ the modified dataset.

Run

  • Clone this Repository: git clone https://github.com/utkryuk/ML-Preprocessor-CLI.git
  • cd ML-Preprocessor-CLI/
  • pip3 install -r requirements.txt
  • Now run, python3 main.py [Dataset's Path]
  • Ex: python3 main.py dataset.csv
  • Then you will see the below home screen.

📷 Screenshots

Home screen

Future Scope

  • Implementing GUI of this project.
  • Implement Undo and Redo for the Database.
  • Implement other preprocessing steps.

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A CLI tool with python to preprocess datasets for performing supervised learning to save time for users. Input data can be preprocessed using simple commands and preprocessed dataset can be downloaded later

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