This project is my diploma thesis. It was built in MERN stack - MongoDB, ExpressJS, ReactJS, NodeJS.
Msks-box is a system for tracking results machine learning experiments. It supports uploading files and logs of experiments, user authentication, plotting graphs, comparing multiple experiments, linking experiments into dependencies.
Frontend of the application is implemented as a Single Page Application (SPA). I chose ReactJS for frontend because of it's minimalistic implementation and it's rich ecosystem of external libraries. Main libraries are React Bootstrap, MUI, Redux Toolkit.
Backend is implemented with NodeJS and ExpressJS. It supports all CRUD operations, authentication with JWT, locking of experiments, file upload etc.
