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.