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Sonakshi Mishra's Projects

algorithms icon algorithms

Help beginners learn the Git workflow and start contributing to Open Source!

amazing-python-scripts icon amazing-python-scripts

🚀 Curated collection of Amazing Python scripts from Basics to Advance with automation task scripts.

analysis-of-a-density-based-clustering-algorithm-in-wsns-using-game-theory icon analysis-of-a-density-based-clustering-algorithm-in-wsns-using-game-theory

Improving energy efficiency is one of the key challenges facing Wireless sensor networks (WSNs), which are becoming more ubiquitous by the day. Since the nodes (sensors) often have to rely upon limited energy stores to execute their job of data collection as relaying of data from other nodes, optimization of data transfer path becomes important to enhance the network lifetime. Grouping of nodes into a cluster with a cluster head (CH) is a common way of achieving this. However, the two roles of nodes as data collectors and data relays are in conflict with each other with respect to energy consumption; as the data relay operation (necessary for the proper functioning of the network as a whole) digs into the limited energy stores, it may reduce the node’s lifetime, hindering its data collection. This inherent conflict, between self-survival and contribution to the network, opens up interesting avenues for the use of Game Theory in modelling sensor networks. One such model, DEGRA, has been presented in this study along with comparison to other models, namely LEACH and DEER. The algorithm accomplishes this by taking into account the residual energy of the node in question as well that of the surrounding nodes.

appwrite icon appwrite

Appwrite is a secure end-to-end backend server for Web, Mobile, and Flutter developers that is packaged as a set of Docker containers for easy deployment 🚀

astropy icon astropy

Repository for the Astropy core package

documentation icon documentation

Documentation writing at AnitaB.org Open Source organization level.

face-x icon face-x

Demonstration of different algorithms and operations on faces. Join the Discord channel for discussion.

flow2ml icon flow2ml

An Open Source Library to make Machine Learning process much Simpler

flyte icon flyte

Kubernetes-native workflow automation platform for complex, mission-critical data and ML processes at scale. It has been battle-tested at Lyft, Spotify, Freenome, and others and is truly open-source.

geometry-app icon geometry-app

This React-based application allows you to interactively create geometric figures, calculate lengths, and measure angles on a canvas.

hacktoberfest-2020 icon hacktoberfest-2020

Make this Hacktoberfest a learning period and contribute to Great Open Source Projects.

healthcheck icon healthcheck

Health Check ✔ is a Machine Learning Web Application made using Flask that can predict mainly three diseases i.e. Diabetes, Heart Disease, and Cancer.

humans-in-space-an-educative-visualiser icon humans-in-space-an-educative-visualiser

Our main aim and idea initially was to come up with an application with a friendly user interface to explore space explorations through the passage of time. Our topic of choice, i.e Human Space Exploration, has been a topic of interest for a long time and many great works have been done in the field of space exploration. We used native web applications that would be capable of running on intranet or without the help of external servers. For creating this applications we used languages like Javascript, HTML ,CSS and Figma, and their consequent frameworks like Bootstrap, React and jQuery, which are one of the most widely used frameworks of our time due to their ease of accessibility and usage, as well as the abundance of features they provide in helping an idea to be implemented practically. We have tried to cover all aspects of an informative visualizer so it is an educative experience for anyone who uses it,and we kept it simple so that a person who is not familiar or does not have to fret over the same can also use it wholly without any technical experience.We have succeeded in creating an interactive, progressive application to suit and fit all operating systems, device types and screen sizes. Thus there will be no need for getting the application to set up on a new system or to adjust to display sizes.

jina icon jina

Cloud-native neural search framework for any kind of data

kitabe icon kitabe

Book Recommendation System built for Book Lovers📖. Simply Rate ⭐ some books and get immediate recommendations🤩

ml-projectyard icon ml-projectyard

This repo consists of multiple machine learning based projects with frontend

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