LDA, QDA and NB in Python from scratch

Machine Learning Library for Classification Tasks

Tools created for machine learning classification model evaluation

Machine learning library for classification tasks

Machine learning library for classification tasks

Machine learning library for classification tasks

Face Recognition Using several dimensionality reduction techniques along with KNN as a classification algorithm

Machine learning library for classification tasks

Machine learning library for classification tasks

Machine Learning Project

Exploratory project getting familiar with quadratic discriminant analysis as a classification algorithm

Analysis of student performances of the Open University Learning Analytics dataset by using logistic regression and various classifiers.

This repository contains the practical assignments for the Machine Learning course taught by Dr.Mohsen Ansari in Spring semester of 2023 at Sharif University of Technology

Bunch of exercises computed during the Machine Learning for Finance course.

This repository showcases project to predict the likelihood of borrowers defaulting on a loan using Machine Learning models. The task is to perform binary classification to classify borrowers as "will default" or "will not default". An Excel sheet calculates bank profits using these predictive models.

This project uses a machine learning QDA model to predict the carrier of commercial airline flights.

R | Classification Project

This was my finial paper for my Harvard Data Science Certification. This paper used machine learning to predict if a patient had heart disease or not.

Machine Learning Methods apply on Breast Cancer Wisconsin (Original) Data Set.