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xplainfi 1.0.0

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@jemus42 jemus42 released this 30 Jan 12:53
v1.0.0
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jemus42 Lukas Burk
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Learn about vigilant mode.

The major version bump is largely to mark the occasion that the package is now considered "released".

Minor changes

  • Removed the fippy comparison article since a more comprehensive comparison is now available in xplainfi-benchmark.
  • Clean up various documentation issues and other metadata.
  • Adjusted the min_permutations default in SAGE methods to 10 rather than 3, since the previous value was found to lead to spurious early stopping.
  • Fix sim_dgp_ewald lading to erroneous variances when compared to their settings.
  • Reduce runtime of tests (mostly by using less ARF and mor Gaussian sampling)
  • Remove KnockoffSequentialSampler as the seqknockoff package is not available on CRAN or R-universe. KnockoffSampler with the corresponding knockoff_fun = seqknockoff::knockoffs_seq still works.
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