github automl/auto-sklearn v.0.7.1
Version 0.7.1

latest releases: v0.15.0, v0.14.7, paper_multiobjective_fairness_v0.1...
3 years ago

Version 0.7.1

  • ADD #764: support for automatic per_run_time_limit selection
  • ADD #864: add the possibility to predict with cross-validation
  • ADD #874: support to limit the disk space consumption
  • MAINT #862: improved documentation and render examples in web page
  • MAINT #869: removal of competition data manager support
  • MAINT #870: memory improvements when building ensemble
  • MAINT #882: memory improvements when performing ensemble selection
  • FIX #701: scaling factors for metafeatures should not be learned using test data
  • FIX #715: allow unlimited ML memory
  • FIX #771: improved worst possible result calculation
  • FIX #843: default value for SelectPercentileRegression
  • FIX #852: clip probabilities within [0-1]
  • FIX #854: improved tmp file naming
  • FIX #863: SMAC exceptions also registered in log file
  • FIX #876: allow Auto-sklearn model to be cloned
  • FIX #879: allow 1-D binary predictions

Contributors

  • Matthias Feurer
  • Xiaodong DENG
  • Francisco Rivera

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