Version 0.14

Version 0.14.0

• ADD #900: Make data preprocessing more configurable, for example allow to completely disable it.
• ADD #1128: Adds new functionality to retrieve data for an accuracy over time plot from Auto-sklearn without additional code.
• FIX #1149: Stops Auto-sklearn from printing weird warnings (Exception ignored in [...]) at shutdown.
• FIX #1169: Fixes a bug which made cross-validation and multi-output regression incompatible.
• FIX #1170: Make all preprocessing techniques deterministic.
• FIX #1190: Fixes a bug which could make predictive probabilities contain too few classes in case one class was only present a single time.
• FIX #1209: Pass random states to pipeline objects.
• FIX #1204: Add support for sparse data in Auto-sklearn 2.0.
• FIX #1210: Add support for sparse y labels.
• FIX #1245: Fixes a bug which could result in Auto-sklearn crashing in case a class was present only once.
• DOC #532,#1242: Simplify installation instructions.
• DOC #1144: Document installation via conda
• DOC #1195,#1201,#1214: Fix a few typos and links. Make some http links https links.
• DOC #1200: Fixes variable name in an example.
• DOC #1229: Improve code formatting in the documentation.
• DOC #1235: Improve docker startup command so it also work on Windows.
• MAINT #1198: Use latest Ubuntu LTS (20:04) for github actions.
• MAINT #1231: The command make linkcheck no longer builds the documentation, speeding up link-checking.
• MAINT #1233: Enable regression testing with 3 classification and 3 regression datasets on github actions.
• MAINT #1239: Increase the timeout for github actions to 60 minutes.

Contributors v0.14.0

• Pieter Gijsbers
• Taneli Mielikäinen
• Rohit Agarwal
• hnishi
• Francisco Rivera Valverde
• Eddie Bergman
• Satyam Jha
• Joel Jose
• Oli
• Matthias Feurer