Improving the user experience
Contributor: Yuhui Liu
Refactor the base class Machine API, Add Composite and so on.
Science and medicine
Shogun
Unified and efficient Machine Learning
Technologies
CC++cmakedata sciencemachine learningmatlabPythonswig
Topics
bioinformaticsdatafast algorithmsmachine learningscientific computingsoftware engineeringstatisticsuser experience
- Total projects
- 10
- Years participating
- 4
- Most recent
- 2020
Participation history
Historical projects
Web Tool for Disease Estimation
Contributor: Tej Sukhatme
This project aims at showcasing Shogun’s capabilities as well as making a web tool and an API that everyone can use so as to be able to successfully...
Detox++
Contributor: Ahmed Essam
The aim of the project is to dive into the internals of Shogun, refactor and clean old code, and apply modern C++ principles. This includes: ...
Data Project - Patient Monitoring and Decision Support using Health Data
Contributor: Olivier Nguyen
For GSoC2017, I intend to use the Shogun library on health data and show the usefulness of machine learning in applications that could save people's...
The Shogun Detox2
Contributor: weijie Lin
Every line of code in SHOGUN has a long history and have gone through many brains and hands. This made SHOGUN what it is today: a powerful toolbox...
Fundamental Machine Learning Algorithms
Contributor: Michele Mazzoni
Shogun implements dozens of machine learning and related algorithms, however many of them are not properly benchmarked and the library suffer from a...
Shogun Detox II: Codebase improvements and finalization of the new Tags and Serialization frameworks.
Contributor: Giovanni De Toni
The Shogun Toolbox is a well-established machine learning project that provides efficient algorithms implementations that can be used in a wide range...
Fundamental ML: The usual suspects
Contributor: Saurabh7
This project aims to improve Shogun’s implementation of the fundamental algorithms which are necessary and form the base of any machine learning...
New Parameter Framework and Plugin Based Architecture for Shogun
Contributor: Sanuj Sharma
Shogun is an amazing machine learning toolbox with good set of algorithms available. Since the project is old, the code base is huge and it's old. A...
The Shogun Detox – GSoC 2016 Proposal
Contributor: OXPHOS
As a powerful machine learning toolkit, Shogun was achieved by the efforts of many developers. However, this also implicates the trouble with Shogun:...