Database
Last Updated: 12/01/23
On this page you'lll find relevant software solutions, libraries, datasets and frameworks related to the field of XAI.  Please note that we don't guarantee the reliability, functionality and relevance of the content. The field of explainable AI is constantly evolving, and new research may lead to updates and revisions of the provided sources. Users are encouraged to verify the information independently.

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Datenbank: Type
  • Library (13)
  • Dataset (1)
  • Software as a service (1)
  • Utility (1)
Datenbank: Lizenz
  • MIT (6)
  • Apache 2.0 (4)
  • BSD-3 (4)
  • GPLv3 (1)
Datenbank: Preis
  • Free (15)
  • Virtual Currency (1)
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Aleph Alpha

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Explainer Dashboard

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Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.

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Quantum

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A toolkit to evaluate neural network explanations. The associated research paper can be found here.

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Mendeley Data

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is a free and secure cloud-based communal repository

Capabilities of MendeleyData:

  • store data
  • keeping the data safe
  • makes it possible to share data and access it wherever you are
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Langchain

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implements utilities and tools to use in any Javascript/Typescript application to use LLMs and Chat Based models.

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Shapash

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is a Python library which aims to make machine learning interpretable and understandable by everyone. It provides several types of visualization that display explicit labels that everyone can understand.

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OmniXAI

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is a Python machine-learning library for explainable AI (XAI)

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spaCy

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is an open-source software library for advanced NLP, written in the programming languages Python and Cython.

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Natural Language Toolkit (NLTK)

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is a suite of libraries and programs for symbolic and statistical natural language processing (NLP) in the Python. It supports classification, tokenization, stemming, tagging, parsing, and semantic reasoning functionalities.

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