sagarPakhrin

.dotfiles

awesome-django

A curated list of awesome things related to Django

BillingProject

Books-1

btre

cicdreactaws

code_snippets

gitWorkshop

lms

prisma-multidatabase-demo

sagarPakhrin/CollegeProject

sagarPakhrin/SumGUI

sagarPakhrin/SMS

sagarPakhrin/java

sagarPakhrin/JavaScript-DOM-game

A javascript game called Pig Game

sagarPakhrin/setup-script

the script I use to setup a fresh linux install on my desktop

sagarPakhrin/JavaProject

sagarPakhrin/jacobis

sagarPakhrin/LPTHW

sagarPakhrin/Simple-Programs-in-C

learn to code Simple programs in C

sagarPakhrin/Instrument-Classification-of-IRMAS-Dataset

- The purpose of this research is to compare and contrast the different algorithm’s results over the IRMAS dataset. The dataset contains 4 different instruments Electric Guitar, Acoustic Guitar, Violin and Trumpet. The features extraction process is performed using the Librosa library and numerous features were extracted such as tempo, beat frames, mfcc etc. Feature selection was done by dimension reduction techniques such as Principal Component Analysis and L1 based feature selection. The method used to classify the instruments were a series of five classification algorithms(KNN, Naive Bayes, Random Forest, Decision Tree, Bagging) using three different approaches which consists of K-folds, Hold out and Leave one out. The results were then compared and contrasted with respect to accuracy.

sagarPakhrin/Books-1