Kunal Agarwal's repositories
Face-Clustering
Clustering set of images based on the face recognized using the DBSCAN clustering algorithm.
AmexAnalyzeThis2019
A problem statement given by American Express in their flagship event - Analyze This 2019 conducted across major IITs and Analytics campuses in India (A participation of over 1000+ students). The problem statement consisted of a dataset of their clients with 20 Explanatory variables and one Response Variable. We had to assign a credit line (Low/Medium/High) for any given new customer based on his/her financial records kept with the bank.
Face-Recognition
Face Recognition model developed using the dlib library. For an unknown image as an input, the model outputs the image with the face recognized with the name of the person in the image along with a similarity coefficient.
Recommender-Systems
Content-based and Collaborative Filtering recommendation systems and implemented a simple version of one using Python and the Pandas library.
Bay-Area-Bike-rental-assignment
This project contains analysis reports of the bike_sharing record. Also please extract the .rar file
Boston-Housing-Project
Machine Learning Project was given by Consulting and Analytics club, IIT Guwahati. Predicted the housing rates in Boston. Used decision tree regressor for estimating the prices.
Markowitz_bullet-MPT
Plotting Markowitz bullets and an efficient frontier for a given Portfolio of Equity and devising the Weights for the portfolio with maximum Sharpe ratio.
First-of-all
Help beginners to contribute to open source projects
login-new_user-frame
Created a New-User sign up and login page in Java using the Netbeans IDE
BTP
Design and development of an App-based point of care digital tool for diagnosis, treatment and self-monitoring of gout.
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.