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We have explored a wide range of technologies for parsing logfiles including machine learning, formal grammars (lex/yacc), ANTLR http://www.antlr.org/, but all of these have problems when confronted with unexpected output, variations between implementations, error messages and many other irregularities.
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This chapter discusses the impact of ∆v implementation error on the performance of spacecraft formation flying, rendezvous, and docking.
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The additive variation of the estimator gain is taken into account that reflects the possible implementation error of the neuron state estimator.
A discrepancy in the results obtained with the test problems led to the identification of an implementation error for one of the approaches.
The proposed filter is not only robust against the uncertainties in the system model and measurement model, but also non-fragile against the implementation error with the filter parameters.
Each such warning will name a describe a type of implementation error that could be present there, and it is up to you to inspect that segment of code and decide whether it is ok or not (you are much smarter than RATS).
Another circuit non-ideality is the implementation error of the circuit parameters.
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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