classic-ml-tui 0.1.0

A terminal-based interactive machine learning tool.

Classic Machine Learning TUI

A modern, terminal-based interactive suite for exploring fundamental Machine Learning algorithms. Built with Textual and Plotext for a seamless, live-updating experience.

Features

• Live Calculation: Adjust parameters (K, Learning Rate, Epochs) and see results update instantly.
• Interactive Visualizations: High-resolution terminal charts for K-Means, Linear Regression, and Perceptron.
• Multilingual: Full support for English and Spanish.
• Split-View Design: Inputs on the left, visual data on the right.

Algorithms Included

1. Perceptron: Binary classifier with live decision boundary visualization.
2. Linear Regression: Predicting continuous values with optional Ridge Regularization (λ).
3. K-Means: Unsupervised clustering with live centroid updates.

Quick Start

You can now install classic-ml-tui directly via pip and run it using the dedicated command.

Installation

pip install classic-ml-tui

Running the App

Simply type the following in your terminal:

clml

Development & Local Setup

If you want to run the project from source:

1. Clone the repository.
2. Install dependencies:

   pip install -e .
   

3. Run the app:

   python -m classic_ml.app
   

Controls

• Q: Quit the application.
• L: Toggle between English and Spanish.
• I: Load the built-in Iris dataset for immediate testing.
• R: Reset all parameters to default values.

License

This project is distributed under the MIT license.