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A DescriptorProvider denotes a versioned software implementation, which provide implementations of descriptor algorithms.
We provide implementations of our methods, as well as data-gathering tools, in a public repository available at github.com/clauwag/WikipediaGenderInequality.
Secondly, we publicly provide implementations of several deep learning techniques, namely, neural networks (NNs), autoencoders (AEs) and CNNs, whose architectures are at least two layers deep.
GTB comprises a language (LC) with various kinds of built-in grammar and automata related objects, and a set of black-box methods written in C++ that provide implementations of grammar transforms, automata construction algorithms, parsing and recognition algorithms, and a variety of visualisation aids.
Specifically, given that a text t is found as a mention n times in abstract a, with mention-level probabilities p 1 m ( t ) through p n m ( t ), the abstract-level probability for t, p a (t), is calculated as: p a ( t ) = 1 - ∏ i = 1 n ( 1 - p i m ( t ) ). CRF++ does not provide implementations of either marginal probability or n-best decoding, so Model 2 instead uses a small fixed probability.
We also provide implementations of our methods in SciLab and as a Python web application (see the supplementary website) for others to test and use.
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We provide implementation details reflecting the underlying data structures as used in MPI-AMRVAC.
These standards define voltage quality measurement and provide implementation details needed to build a PQ meter.
We provide implementation details of the learning process and the complete algorithm.
Finally, we discuss issues related to the production of meaningful reports and we provide implementation details.
To practically show the viability of our approach, we also provide implementation details and description of typical use cases.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com