beelgroup Goto Github PK
Name: Intelligent Systems Group, University of Siegen
Type: Organization
Location: Germany
Blog: https://ISG.beel.org
Name: Intelligent Systems Group, University of Siegen
Type: Organization
Location: Germany
Blog: https://ISG.beel.org
Amending metadata to the DonorsChoose.org dataset as to facility research in meta-learning for recommender systems
Web-based components (recommender, database, hibernate, ...)
Docear's desktop version (GPL)
The synchronization daemon for Docear
Source code of Docear4Word. See http://www.docear.org/software/add-ons/docear4word/overview/ for more details.
Repository for the E-Business module, tasked with building a Mass Email detector
Project repository for eBusiness project
login service with support for partial password entry
Finite Group equivariant Neural Networks
A script to generate tagged XML Citationstrings for citation parsing
We present the the concept of Guided Learning, which out-lines a framework in which a reinforcement learning agent can effectively’ask for help’ as it encounters stagnation. Either a human or expert agentsupervisor can then effectively ’guide’ the agent as to how to progressbeyond the point of stagnation. This guidance is then encoded in a novelway using a separately trained neural network referred to as a ’TaughtResponse Memory’ that can be recalled when another ’similar’ situa-tion arises in the future. This paper applies Guided Learning on topof an evolutionary algorithm but also shows how Guided Learning isalgorithm independent and can be applied in any reinforcement learn-ing context. The results show that our initial implementation of GuidedLearning provided in this paper gives superior performance and yields,on average, an increase of 136% in the rate of progression of the mostfit genome with best and worst case results yielding 137% and 110%respectively and an average increase of 112% in rate of progression forthe average genome with best and worst case results of 558% and 47%respectively. All results were achieved with minimal guidance. Such re-sults occur because the agent can exploit more information and thus,the need for exploration of the solution space is reduced. The results ob-tained show good promise for Guided Learnings potential as such resultswere obtained with only a partial implementation and much future workstill remains.
Graphical Java application for managing BibTeX and Biblatex (.bib) databases
Dragbase for Notepad++
Final year project - Photo2Location. An application that allows opening a photo in that app, and then the app displays the location of the photo on a map, and guides you there.
MSc-Computer Science(Data Science) thesis
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.