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faysou
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Here are some advices from my experience.

  • Explore new ideas with the Mathematica frontend. Don't hesitate to use sections and subsections in the frontend to structure your work and experiment various possibilities.
  • When you have instructions that work package them into functions, still in the frontend.
  • Then package them into packages.
  • Use Wolfram Workbench. It's really important from my point of view for big projects as having a debugger is very important. Also you can rename variables across multiple packages (files) which is very convenient.
  • Once you already have a project big enough, you can write some functions directly in Workbench.
  • Write unit tests, before or right after writing a new code that works. Workbench handles unit tests.
  • Use code versioning, for example Git with the plugin Egit in Eclipse (that you will use if you use Wolfram Workbench).
  • Reuse, reuse, reuse. Never write twice the same thing.
faysou
  • 11k
  • 3
  • 50
  • 131