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1.1.7

Bug fixes

  • Fix error's in some plots related to NaN's in bohb-trajectory
  • Fix fanova display error in jupyter notebook
  • Fix critical error on rh-reduction in cfp (individual budget's didn't reduce, leading to KeyError)
  • Fix too many cfp-plots (for individual budgets) in some cases
  • Fix several jupyter-related bugs
  • (minor) Fix TypeError when additional-info in bohb-result is a list (not a dict)

Major changes

  • Add option cot_inc_traj to choose the way the bohb-trajectory is interpreted (add racing method)
  • Add ConfigSpace to overview-table
  • Budgets with long floats are rounded as much as possible while staying unique
  • Add hpbandster to requirements (overdue, this is mainly used for hpbandster)

Minor changes

  • Update bokeh to 1.1.0
  • Format issues (dos to unix)

1.1.6

Bug fixes

  • Recreate output always, zip old files if present
  • Fix jupyter-notebook logging and output-folder recreation

Minor changes

  • Show budgets as integers, if they are integers
  • Add single budgets to cost-over-time plot (from bohb-result)
  • Add std to bohb-runs in cost-over-time plot
  • Remove combined option from contour-plot-selection, fix checkboxes
  • Improve budget correlation plot (add dropdown-selection)
  • Remove package orange3

1.1.5

Bug fixes

  • Parallel Coordinates order now derived from parameter importance
  • Show all fANOVA pairwise plots
  • Fix bug in cost-over-time if run multiple times with same output-dir
  • Fix multiple bugs related to floats in Categoricals
  • Fix surface prediction in cfp when forbidden conditions
  • Fix path-spec error on loading SMAC-data
  • Sub-dict's were not generated in HTML-report sometimes
  • Parameters active in either def or inc are shown in comparison (before only active in def)

Minor changes

  • Add number of bohb-runs to meta-table
  • Make overflowing HTML-tables scrollable
  • Don't plot scatter or cdf if leq than one instance
  • Light changes in output-dir-structure
  • Evaluate all parameters in importance
  • Group cmd-line-args
  • 'Cost' instead of 'Quality' label in all plots
  • Redesign BOHB-lcs-plot to allow for 100+ iterations

1.1.4

Bug fixes

  • Enforcing smac version 0.10.0 to fix pcs-loading issues for booleans
  • Catch NaN-values from BOHB-results
  • Fix sorting-bug in pimp-table
  • Fix notebook-errors when executing cfp

Major changes

  • New version of the overview-table (with run-specific for every run)
  • Enable support for multiple BOHB-runs (just aggregating budgets across results)

Minor changes

  • Make nomenclature for BOHB clearer
  • Add BOHB to extensive-testing-suite

1.1.1

Major changes

  • Change support for BOHB-reports, creating one html-file with all budgets as sub-reports now.
  • There are now two ways to generate a report: one uses the given runs as equal, aggregates them and trains an EPM on all of them, the other is the use-budgets option that tries to treat them as separate runs, that can only be compared in certain fashion
  • Fix critical errors in csv- and smac2- reader
  • Catch failed bokeh-exports
  • Add algorithm footprints mouseover
  • Add fanova std's when using bleeding edge of pyimp and fanova

Interface changes

  • passing most of the relevant arguments directly from facade to analyzer now (not during analyzer's init)

Minor changes

  • improving documentation and comments, add custom logos