saiteja-pagadala Goto Github PK
Name: Sai Teja P
Type: User
Company: SS&C Technologies
Location: Hyderabad
Name: Sai Teja P
Type: User
Company: SS&C Technologies
Location: Hyderabad
Miscallaneous practice codes and snippets
Leading source of ebooks, with a vast range of ebooks from academic, popular and professional publishers.
As more and more applications produce streaming data, clustering data streams has become an important technique for data and knowledge engineering. A typical approach is to summarize the data stream in real-time with an online process into a large number of so called micro-clusters. Micro-clusters represent local density estimates by aggregating the information of many data points in a defined area. On demand, a (modified) conventional clustering algorithm is used in a second offline step to re-cluster the micro clusters into larger final clusters. For re-clustering, the centers of the micro-clusters are used as pseudo points with the density estimates used as their weights. However, information about density in the area between micro-clusters is not preserved in the online process and re-clustering is based on possibly inaccurate assumptions about the distribution of data within and between micro-clusters (e.g., uniform or Gaussian). This paper describes DBSTREAM, the first micro-cluster-based online clustering component that explicitly captures the density between micro-clusters via a shared density graph. The density information in this graph is then exploited for re-clustering based on actual density between adjacent micro-clusters. We discuss the space and time complexity of maintaining the shared density graph. Experiments on a wide range of synthetic and real data sets highlight that using shared density improves clustering quality over other popular data stream clustering methods which require the creation of a larger number of smaller micro clusters to achieve comparable results.
This repository contains the responsive computer programming lab
:microscope: COVID19 India network cluster
An engineering student uses and works with variety of materials like scientific calculator, apron, drafter, textbooks etc in the course of 4 years which could add up to the economic burden of the student. The ‘Engineering material sale’ web application serves as a medium which brings together seniors and juniors of a college online and encourage them to exchange the engineering materials. A senior who possess certain engineering material which is of no use to him would lend it to a junior who is need of it and he would further lend the same material to others, this process would continue in form of a cycle benefiting many students by reducing the extra economic burden on them.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.