Pinned Repositories
addons-linter
🔍 Firefox Add-ons linter, written in JavaScript. 👁
anonymous-chat-app
anonymous hybrid chat app
cppeditor
c++ single file editor and debugger
herokuTestUpload
test upload on heroku app
labplot
LabPlot is a KDE-application for interactive graphing and analysis of scientific data.
online-Bingo
online random bingo game
pdf.js
PDF Reader in JavaScript
Question-Independent-Automated-Code-Analysis-and-Grading-using-Bag-of-Words-and-Machine-Learning
Our first hand experience with the recruiting process of companies helped us realize that existing systems judge coding responses solely on the basis of test cases passed and often additional manual involvement is needed to determine the quality of code. We aim to build an open source code base to automatically grade coding responses. This work will help save the tedious effort on the part of Subject Matter Experts (SMEs) by proving useful for grading responses in MOOCs (Massive Open Online Courses) as well as coding rounds in the recruitment process. We have built our work on foundations introduced in extant research in the area. We have achieved better precision (89\%) in addition to better Pearson Correlation Coefficient (0.981) as compared to existing methods by using bag of words technique to calculate the distance vector. Various machine learning models were explored to achieve optimal results. These results and observations provide promise of successful application of this technique in other areas requiring automated grading.
resistance-calculator
calculate resistance of any circuit
testRepo
nothing
pardeepshokeen's Repositories
pardeepshokeen/addons-linter
🔍 Firefox Add-ons linter, written in JavaScript. 👁
pardeepshokeen/anonymous-chat-app
anonymous hybrid chat app
pardeepshokeen/cppeditor
c++ single file editor and debugger
pardeepshokeen/herokuTestUpload
test upload on heroku app
pardeepshokeen/labplot
LabPlot is a KDE-application for interactive graphing and analysis of scientific data.
pardeepshokeen/online-Bingo
online random bingo game
pardeepshokeen/pdf.js
PDF Reader in JavaScript
pardeepshokeen/Question-Independent-Automated-Code-Analysis-and-Grading-using-Bag-of-Words-and-Machine-Learning
Our first hand experience with the recruiting process of companies helped us realize that existing systems judge coding responses solely on the basis of test cases passed and often additional manual involvement is needed to determine the quality of code. We aim to build an open source code base to automatically grade coding responses. This work will help save the tedious effort on the part of Subject Matter Experts (SMEs) by proving useful for grading responses in MOOCs (Massive Open Online Courses) as well as coding rounds in the recruitment process. We have built our work on foundations introduced in extant research in the area. We have achieved better precision (89\%) in addition to better Pearson Correlation Coefficient (0.981) as compared to existing methods by using bag of words technique to calculate the distance vector. Various machine learning models were explored to achieve optimal results. These results and observations provide promise of successful application of this technique in other areas requiring automated grading.
pardeepshokeen/resistance-calculator
calculate resistance of any circuit
pardeepshokeen/testRepo
nothing
pardeepshokeen/ToPdf-Chatbot
Send a message to the bot on FB page