daniellopesba/modelcrafter

Project ModelCrafter 🛠️

Description 📝

Welcome to my ModelCrafter Project! This repository is a personal project dedicated to developing and testing various data science models from scratch. The primary focus of this project is to enhance the understanding of the underlying mathematics and programming principles behind these models. It serves as a learning platform for exploring different techniques in data modeling, analysis, and machine learning.

🏀 After all, the Black Mamba said it best:

"There's a choice that we have to make as people, as individuals. We can all be masters at our craft, but you have to be willing to make that choice."

Models Included 📈

• Linear Models: Implementation of basic linear regression models, exploring the fundamentals of linear algebra and optimization.

Getting Started 🚀

Prerequisites 📋

• Python 3.9.0
• Libraries: numpy, pandas, matplotlib

  pip install numpy pandas matplotlib

Installation 🔧

1. Clone the repository:

   git clone https://github.com/Daniellopesba/models.git

2. Navigate to the desired model directory:

   cd models/[model_directory]

Contributing 🤝

This project is primarily for personal educational purposes, but suggestions and contributions are welcome. If you wish to contribute:

1. Fork the repository.
2. Create a new branch (git checkout -b feature/YourFeature).
3. Commit your changes (git commit -am 'Add some feature').
4. Push to the branch (git push origin feature/YourFeature).
5. Create a new Pull Request.
6. Tag me if you want my review @Daniellopesba.