Google Summer of Code
Shogun
About the Organization
Unified and efficient Machine Learning
Primary Technologies & Languages
pythonmachine learningc++data sciencematlab
Technical Topics & Focus Areas
machine learningsoftware engineeringdata sciencescientific computinguser experience
Participation Years
Completed Projects Distribution
Annual Completed Projects History
ShogunHover over bars to view completed counts
4
3
2
1
0
2020
Projects2
Years Active1
Stackpython
TierTier 1
Past Projects
Showing 2 of 2 projects. Click any project card for scope, mentors, and proposal studio.
Improving the user experience
intermediateMentors: Student: Yuhui Liu
<p>Refactor the base class Machine API, Add Composite and so on.</p>
Web Tool for Disease Estimation
intermediateMentors: Student: Tej Sukhatme
<p>This project aims at showcasing Shogun’s capabilities as well as making a <strong>web tool</strong> and an <strong>API</strong> that everyone can use so as to be able to successfully estimate the number of people suffering from <strong>influenza-like illnesses</strong>. First, the current Shogun <strong>regression algorithms</strong> will be utilized to make predictions. Following this, a new algorithm i.e <strong>Poisson Regression</strong> will be used in accordance with a research paper written by <strong>McIver and Brownstein</strong>. All this will be packaged into a <strong>docker</strong> container and uploaded onto the internet. Also, a web API and a web interface with several <strong>visualizations</strong> will be made so as to be able to view this data and these estimations.</p>