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ENH -jit-compile datafits and penalties inside solver #270

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Context of the PR

Follow up of #137,
Make jit-compilation of datafits and penalties, and thereby datafit initialization, implicit within solvers.

Contributions of the PR

  • Initialize datafit inside solve method
  • jit-compile datafit and penalty inside solve method

Checks before merging PR

  • added documentation for any new feature
  • added unittests
  • edited the what's new(if applicable)

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