mardavsj / Machine-Learning-Algorithms

It consists of basic concepts of Machine-Learning with its algorithms.

Shortcuts !

Guide to find your favorite algorithm ✌️

• ALGORITHMS :

  • SUPERVISED :

    • Classification :

      • Decision Tree (Categorical variable, Continous variable)
      • KNN
      • Logistic Regression (Binary, Multinomial, Ordinal)
      • Naive Bayes

    • Regression :

      • Linear Regression (Single/Simple, Multi/Multiple)
      • Polynomial Regression
      • Ridge Regression

  • UNSUPERVISED :

    • Clustering :

      • K-means
      • Mean Shift

    • Pattern Search :

      • Euclat
      • FP Growth

  • REINFORCEMENT :

    • Deep Q Network

    • Genetic Algorithm

    • Q Learning

Happy coding !

How to contribute?

1. Fork the repository
2. Do the desired changes (add/delete/modify)
3. Make a pull request

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