Skip to content

taliqamuhib/Supervised-Learning-Algos

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

6 Commits
 
 
 
 

Repository files navigation

📚 Supervised Learning Algorithms 🧠

This repository contains implementations of various supervised learning algorithms. Each algorithm is designed to solve different types of problems and can be used for tasks such as classification and regression.

📋 Algorithms Included

The following supervised learning algorithms are implemented in this repository:

  1. 🌳 Decision Trees: A popular algorithm that uses a tree-like model to make decisions based on features.

  2. 📈 Linear Regression: A simple yet powerful algorithm that models the relationship between a dependent variable and one or more independent variables.

  3. 🌿 Random Forest: An ensemble algorithm that combines multiple decision trees to make more accurate predictions.

  4. 📊 Logistic Regression: A binary classification algorithm that models the probability of a certain event occurring.

🛠️ Usage

Run the algorithm on your dataset by executing the main script or Jupyter notebook.

🤝 Contributing Contributions are welcome! If you'd like to contribute to this repository, please follow these guidelines: Fork the repository. Create a new branch for your feature or bug fix. Commit your changes and push them to your branch. Submit a pull request explaining your changes and why they should be merged.

Thank you for using this repository! We hope you find these supervised learning algorithms useful for your projects. 😊

About

No description, website, or topics provided.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published