AshiishGupta / ML-Preprocessor-CLI

Data Preprocessing Command Line Interface-Mainly designed for Supervised Learning Algorithms

⚡ Data Preprocessing Command Line Interface

Mainly designed for Supervised Learning Algorithms. 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/AshiishGupta/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

Future Scope

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

If you have any questions, just let me know here.