Punny Picks 🍌

This project uses machine learning to classify bananas as good or bad quality.

Requirements

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

Installation:

You can install the required libraries using pip:

pip install numpy pandas matplotlib seaborn scikit-learn

Technologies

This project utilizes the following technologies:

• Python: As the primary programming language.
• NumPy: For numerical computations.
• Pandas: For data manipulation and analysis.
• Matplotlib & Seaborn: For data visualization.
• Scikit-learn: For machine learning algorithms and tools.

Development

This repository includes code for:

• Data loading and pre-processing
• Exploratory data analysis
• Feature engineering
• Model training with various algorithms
• Hyperparameter tuning
• Model evaluation metrics