/Machine-Learning-and-Deep-Learning-Projects

This repository contains a collection of machine learning and deep learning algorithms I implemented from scratch using Python and C++.

Primary LanguageC++

Machine Learning and Deep Learning Projects

This repository contains a collection of machine learning and deep learning algorithms I implemented from scratch using Python and C++.

Algorithms implemented from scratch till date:

  1. Artificial Neural Network (ANN): implemented with C++.

  2. KNN Classifier: implemented with Python.

  3. KNN Regression: implemented with Python.

  4. Linear Support Vector Machine(SVM): implemented with Python.

  5. Linear and Non-Linear SVM: implemented with Python.

  6. Logistic Regression: implemented with Python.

The machine learning algorithms' implementations were used to work on machine learning projects such as:

  1. Iris flowers classification

  2. Breast cancer detection

  3. Boston house prices prediction with regression, etc.