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It was also mentioned that manually implementing iterative programs by multiple MapReduce jobs utilizing a driver program can be problematic.
This solution removes the need for manually implementing the coordination of actions performed by agents, using causal models to capture the knowledge required to carry out this task.
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In addition, combat engineers are trained to clear paths through minefields using a variety of methods from the Bangalore torpedo (a slender explosive device manually implemented into a minefield) to the Python Minefield Breaching System (a hose of explosives projected by a rocket across a minefield).
To optimize the experience, this had to be manually implemented in Javascript.
In most current deployments, a service specification is manually implemented before becoming part of an execution environment.
The main objective of the test cases generated by BETA is to verify the accordance between the code implemented that could be manually implemented or generated by a code generation tool and the abstract model that originated it.
Since the objective function behaves like a black box function, which is the output from ODE, the gradient of the objective function is determined using the finite difference approximation where as the gradients of the constraints are manually implemented.
If the developer wants to ensure event time semantics on top of a system that does not support it, she has to manually implement the application logic responsible for buffering and reordering input elements before processing.
Some scenarios that could benefit from the use of BETA are as follows: (1) scenarios where the proofs for the model were not completed, (2) scenarios with manually implemented code which may have human-introduced faults, (3) add an extra verification layer for code produced by code generators, as we have shown in the code generators case study, sometimes they might generate code with faults.
Despite the exceptional capabilities of LRE, attempts to manually implement data analysis using MS Excel quickly became untenable.
Selecting the plots with ≥ 95%% species proportion manually was implemented and tested using the classification of Spmax and Sp75 provided by LDA.
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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