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They'll be intuitive to use and will automatically adapt as your business evolves (with minimal manual effort or tedious configuration of clunky workflows), so you never have to worry about re-tuning or performance degradation.
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Rapid scaling of the semiconductor technology demands efficient optimization techniques with minimal manual efforts.
The diversity of organisms in this corpus highlights the fact that a primary consideration when developing a species disambiguation system should be its ability to disambiguate a wide range of species with minimal additional manual effort.
In the next section we seek ways to minimize this manual effort.
This process requires minimal manual intervention.
FA proved instrumental in improving the efficiency of SVR by optimizing the hyper-parameters with lesser manual effort.
Managing cloud services requires extensive, mostly manual effort by the customers.
Such a solution helps cloud users mitigate manual effort which is tedious and error-prone.
Therefore, it is impossible to optimize any map without significant manual effort.
For example Google Maps are created by a combination of algorithms and elaborate manual effort [29].
This method requires minimal manual initialization.
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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