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11-711-fall-20-projects

advanced-clustering

advanced-clustering-models

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.

affect-in-tweets-cs671a

NLP Project

awesome-flow-matching

A summary of related works about flow matching, stochastic interpolants

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

billsplitter

Split the bill equally among who pays and if lucky one gets free

case-converter

This is a HTML+JS project to create an web application which converts text into Upper/Lower/Proper/Sentence Case.

categorical-data-and-embedding-and-mimic-paper

AIIMS and Mimic Data comparison for transfer learning and tabular data embedding for feature transfer

coffeemachine

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.

continuous-gfn

cookbook

The Data Engineering Cookbook

course-v3

The 3rd edition of course.fast.ai

datascience

Data Science in Julia course for JuliaAcademy.com, taught by Huda Nassar

datasciencecoursera

datasharing

The Leek group guide to data sharing

deep-dive

This repo can contain all the analysis, machine learning work done using the patient data or the external data.

docker-reacta-app

en.javascript.info

Modern JavaScript Tutorial

flashcards

Flashcards to memorize capitals of Nations

flow_matching_resources

Paper and code resources with own inputs for working on Flow Matching algorithm

fullstack-hy2020.github.io

fullstackopen

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.

honestcalculator

Calculate basic operation and give honest feedbacks, also maybe memorize last results!

intro-to-data-science-assignment

Introduction to Data Science (WS22/23) Assignment solutions- Group 123

introduction-to-julia

Learn the language basics in this 10-part course.

item-detection-and-counting

Object Detection: Counting a given item in another image

jigsaw-toxic-comment-classification

Kaggle competition

launchintospace

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!

lectures-labs

Slides and Jupyter notebooks for the Deep Learning lectures at M2 Data Science Université Paris Saclay