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Awesome DFKI

A curated list of awesome DFKI GitLabs, Groups and Projects. - Feel free to add yours!

Public Groups and Projects on GitHub.com

These are organizations of DFKI groups and their (notable) open-source projects on github.com:

  • DFKI - Deutsches Forschungszentrum für Künstliche Intelligenz

    • CGHD - Circuit Graph Hand-Drawn
    • LeechCrawler - Incremental crawling capabilities for Apache Tika
    • Repast-Simphony-Ant - Guide to run and build Repast Simphony Models without Eclipse

  • DFKI BDT - DFKI's BDT group

Public Groups and Projects on GitLab.com

These are organizations of DFKI groups and their (notable) open-source projects on GitLab.com:

  • DFKI - Top-level DFKI group
  • Joachim Folz
    • augpy - Saturating math for Cuda/GPU supported data augmentation operations on tensors
    • crumpets - Fast and efficient data pre-processing and augmentation pipelines and training primitives for deep learning.
    • simplebloom - A dumb but fast bloom filter.
    • datadings - Highly efficient dataset preperation for machine learning: Download "unorganized" data and convert it into easy to handle and quick to read msgpack files.
    • YFCC100m - Package to download and use the YFCC100m dataset, optionally also convert it with datadings.
    • simplejpeg - A simple package based on recent versions of libturbojpeg for fast JPEG encoding and decoding.
    • justlogs - Simple structured logging for humans in Go.

OpenDFKI

OpenDFKI is a self-hosted platform for open source DFKI projects. Everyone can create an account.

Most recent OpenDFKI projects can be found on the git.opendfki.de GitLab. Here a selection of some (public projects):

  • DynaQ - "Dynamic Queries for document based, personal information spaces" is an inquiry system to explore textual information spaces, supporting the user with the search paradigm "orienteering".
  • lodex - Lodex-Linked Open Data Extraction Tool enables to extract large ontology vocabularies out of unstructured data such as document text or social network messages. It runs as service with freebase and DBPedia vocabularies. You can create own ontologies.
  • GenIe - GenIe is a tool for genetic or evolutionary hyperparameter optimization with entropy analysis. It is written in Java, but can be used language independent with config files and fitness function process calls.
  • myCBR - An open-source similarity-based Case Based Reasoning retrieval tool and software development kit (also see myCBR-project.org).

Older TRAC project can be found on www.opendfki.de/trac, such as:

Internal GitLabs

To log into these GitLabs, one needs a LDAP/AD login with the DFKI:

Private GitLabs

To access these GitLabs, someone inside the DFKI needs to create an accout for you:

Public GitLabs

These GitLabs are open access.

  • RLP Gitlab
    • ProCAKE Framework - ProCAKE - The Process-Oriented Case-Based Knowledge Engine of the CAKE framework constitutes a domain-independent framework that can be used to implement diverse structural or process-oriented case-based reasoning applications for integrated process and knowledge management. (also see procake.uni-trier.de).

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