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A collection of 10 ML programs

Project description

ML ProNum Package

A professional collection of 10 Machine Learning and Algorithmic programs for students and developers.

Installation

pip install ml-pronum

Usage

To generate a clean Python file for a specific program, run:

python -m ml_programs <number>

(Alternatively, if your PATH is set up, you can use: ml-prog <number>)

Example:

python -m ml_programs 1

This will:

  1. Automatically download any required libraries (like scikit-learn or tensorflow).
  2. Automatically download any required datasets (like heart.csv).
  3. Create a clean file named program_1.py and print the full source code in your terminal.

To Run the Generated Program:

python program_1.py

Available Programs

  • 1: DFS (Depth First Search)
  • 2: Naive Bayes Classifier
  • 3: Bayesian Network (Heart Disease)
  • 4: Linear Regression
  • 5: Decision Tree Classifier
  • 6: SVM (Support Vector Machine)
  • 7: Bagging & Voting Classifiers
  • 8: K-Means & DBSCAN Clustering
  • 9: Neural Network (Keras)
  • 10: Find-S Algorithm

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