narayana1043,Veera Marni,github

complexity-analysis-of-algorithms-for-digit-recognition

One of the most important task in computer vision is recognize handwritten digits. To perform this task we have many different algorithms some which are accurate to 100 %. Even tough these algorithms are simple enough to imple- ment their training times tend to grow quickly with high volumes of data. In today’s world where the data flows with a high velocity we need efficient algorithms that we can rely on in terms of time and space complexities. The goal of machine learning is to develop algorithms that generalize well to unseen data. However, many machine learning algorithms lack the capability to adapt to immediate changes as these algorithms take large times to converge to produce an optimum solution to a given problem. This paper compares the complexity analysis of a K-means and Neural Network algorithms that proved to work well with Digit recognition task and how the algorithms can be modified to result in an improvement both in terms of time and space complexity.

course_works

This repo includes all my works at IUB, but this may not be clear as it contains only the codes. For more details: Please take a look at my google drive https://drive.google.com/open?id=0B-jIy2XPN-32VU9oSmgtbHFUSDg

data-mining-project--walmart-weekly-forecast

All data used in this project is from Kaggle walmart competition

database-journal

Databases: Concepts, commands, codes, interview questions and more...

datascience_challenges

Includes various challenges from different sources I came across

datavisualization

contains various types of plots

docker-php-composer

Definition of Docker Image with composer included.

docker_hub

flask-sql-ci-docker

g-scholar-rank

git

Git Source Code Mirror - This is a publish-only repository and all pull requests are ignored. Please follow Documentation/SubmittingPatches procedure for any of your improvements.

gnnpapers

Must-read papers on graph neural networks (GNN)

janusgraph-cm-docker

ConfiguredGraphFactory of JanusGraph is very power full way to use a graph databases. I didn't find any readily available resources, so I trying put together something.