Debabrata Ghosh's Projects
Contains code and report for a course project (cs698, iitk). The work presents a generic generative story for models on data in arbitrary shaped clusters, and proposes two mixture of experts gating function based on VaDE and Stick Breaking VAE.
NLP Project
A summary of related works about flow matching, stochastic interpolants
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
Split the bill equally among who pays and if lucky one gets free
This is a HTML+JS project to create an web application which converts text into Upper/Lower/Proper/Sentence Case.
AIIMS and Mimic Data comparison for transfer learning and tabular data embedding for feature transfer
What can be better than a cup of coffee during a break? A coffee that you don’t have to make yourself. It’s enough to press a couple of buttons on the machine and you get a cup of energy; but first, we should teach the machine how to do it. In this project, you will work on programming a coffee machine simulator. The machine works with typical products: coffee, milk, sugar, and plastic cups; if it runs out of something, it shows a notification. You can get three types of coffee: espresso, cappuccino, and latte. Since nothing’s for free, it also collects the money.
The Data Engineering Cookbook
The 3rd edition of course.fast.ai
Data Science in Julia course for JuliaAcademy.com, taught by Huda Nassar
The Leek group guide to data sharing
This repo can contain all the analysis, machine learning work done using the patient data or the external data.
Modern JavaScript Tutorial
Flashcards to memorize capitals of Nations
Paper and code resources with own inputs for working on Flow Matching algorithm
Full Stack Open MOOC from Department of Computer Science at the University of Helsinki. It serves as an introduction to modern web application development with JavaScript. The main focus is on building single page applications with ReactJS that use REST APIs built with Node.js. The course also contains a section on GraphQL, a modern alternative to REST APIs.
Calculate basic operation and give honest feedbacks, also maybe memorize last results!
Introduction to Data Science (WS22/23) Assignment solutions- Group 123
Learn the language basics in this 10-part course.
Object Detection: Counting a given item in another image
Kaggle competition
Solve the password by Trusting on your No 1 friend with no spaces between your trust and friend to be able to launch your rocket and voila!
Slides and Jupyter notebooks for the Deep Learning lectures at M2 Data Science Université Paris Saclay