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Instead of separate tools for each group, TensorFlow lets researchers test new ideas, and when they work, move them into products without having to re-write code.
Going forward and with the new Nokia Asha Software Development Kit, developers can write an app once, and it will be compatible with future devices also built on the new Asha platform, with no need to re-write code".
The reason for this was that the company had to re-write code for its BlackBerry Enterprise Servers to work with QNX, which is apparently a very difficult task.
And even if your startup beats the odds and survives its infancy without a serious incident, playing catch up later will cost many times more in time, money, reputation and distraction as you change architectures, re-writing code, moving infrastructure, re-imaging laptops, migrating email, and replacing billing systems.
Race officials on the trains may secretly re-band the birds or write code words under their feathers.
Developers write code.
We don't write code.
Learn to write code.
Writing code that is re-usable across many combinations of dimensionality, sample type and storage strategy is challenging and requires an appropriate abstraction layer.
The theory was to appeal to game developers by offering them a super-console with longer shelf-life, so developers would not have to constantly re-write their code.
So, to express the intent in code, you define some new class, variable, or subroutine, give it a name that does express the intent, and re-write the code to use that new program element.
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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