shv07 / MachineLearning

Files and works related to the Machine Learning Course

active-learning decision-trees knn linear-regression logistic-regression machine-learning naive-bayes neural-network random-forest sgd svm

Machine Learning Course

My works related to the Machine Learning Course offerred in IIT Gandhinagar, Semester II, 2019.

Assignment 1 - Decision Trees

Assignment 2 - Random Forest

Assignment 3 - Linear Regression

Assignment 4 - Lasso, ridge, coordinate descent, sgd

Assignment 5 - KNN

Assignment 6 - Gaussian Naive Bayes, Active Learning

Assignment 7 - SVMs

Assignment 8 - Logistic Regression and Neural Networks

About

Files and works related to the Machine Learning Course

active-learning decision-trees knn linear-regression logistic-regression machine-learning naive-bayes neural-network random-forest sgd svm

Languages

Language:Jupyter Notebook 100.0%