This repository contains implementations of various types of machine learning algorithms using Python.
- Linear Regession (Batch Gradient Descent + SGD) 🛳
- Locally Weighted Regression 🍊
- Logistic Regression 🎷
- k-means 📈
- k-medoids 📊
- PAM (Partition Around Medoids) 🎇
- DBSCAN 🌐
- Naive Bayes 📚
- Decision Tree 🌳
- Apriori 👥
- FP Growth 🌱
If you'd like to contribute to this project, please fork the repository and create a pull request.