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Generation base dependency

Project description

genbase logo

Generation base dependency

PyPI Python_version Build_passing License


Base functions, generation functions and generic wrappers.

© Marcel Robeer, 2021

Module overview

Module Description
genbase Readable data representations and meta information class.
genbase.data Wrapper functions for working with data.
genbase.decorator Base support for decorators.
genbase.internationalization i18n internationalization.
genbase.mixin Mixins for seeding (reproducibility) and state machines.
genbase.model Wrapper functions for working with machine learning models.
genbase.ui Exstensible user interfaces (UIs) for genbase dependencies

Installation

Method Instructions
pip Install from PyPI via pip3 install genbase.
Local Clone this repository and install via pip3 install -e . or locally run python3 setup.py install.

Releases

genbase is officially released through PyPI.

See CHANGELOG.md for a full overview of the changes for each version.

Packages using genbase


T_xt explainability logo

text_explainability provides a generic architecture from which well-known state-of-the-art explainability approaches for text can be composed. This modular architecture allows components to be swapped out and combined, to quickly develop new types of explainability approaches for (natural language) text, or to improve a plethora of approaches by improving a single module. The text_explainability package is available through PyPI and fully documented at https://marcelrobeer.github.io/text_explainability/.


T_xt sensitivity logo

text_explainability can be extended to also perform sensitivity testing, checking for machine learning model robustness and fairness. The text_sensitivity package is available through PyPI and fully documented at https://marcelrobeer.github.io/text_sensitivity/.


Project details


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