LearnNonparam v1.3.0

• R side

  • Added several two-sample distribution tests: distribution.ks, distribution.kuiper, distribution.cvm, distribution.ad
  • (Breaking) Removed twosample.scoresum and twosample.ks
  • (Breaking) Modified two parameters in define_pmt: renamed inherit to method; updated the rejection parameter to accept only "<>", "<", or ">"
  • Added quickr support in define_pmt
  • Introduced an autoplot method for the PermuTest class
  • Fixed an issue where p-value calculations were affected by double-precision floating-point errors
  • Resolved an edge-case issue in RCBDTest that caused errors during score computation

• C++ side

  • Implemented a new progress bar with additional features: speed and ETA
  • Significantly improved the efficiency of calling R functions from C++
  • Enhanced permutation efficiency in two-sample and paired two-sample tests using branchless swap techniques
  • Removed bounds checking during permutation
  • Fixed an issue in define_pmt where statistic could not be a mutable lambda