fmohr/naiveautoml issues and pull requests

#78 - added runtime forecast for evaluators (currently only invoked for SVMs)

Pull Request - State: closed - Opened by fmohr 14 days ago

#77 - Timeout doesn't work properly on SVMs sometimes

Issue - State: closed - Opened by fmohr 14 days ago

#76 - Add support for multi-label classification

Issue - State: open - Opened by mwever about 2 months ago

#75 - Problems when ruuning with the AMLB and shorter time constraints

Issue - State: open - Opened by israel-cj 3 months ago

#74 - Including description and example on how to exclude steps or components

Issue - State: open - Opened by tilly111 3 months ago

#73 - NAML does currently not allow to set the training set size in the evaluators

Issue - State: open - Opened by fmohr 3 months ago

#72 - allow to use name of scoring function

Pull Request - State: closed - Opened by fmohr 4 months ago

#71 - naive automl should be able to receive a scorer object if it has a name

Issue - State: closed - Opened by fmohr 4 months ago

#70 - fixed issues with configspace

Pull Request - State: closed - Opened by fmohr 4 months ago

#69 - Naive AutoML generates tons of warning because of a change in the ConfigSpace library

Issue - State: closed - Opened by fmohr 4 months ago

#68 - feat(_interfaces): modify `prepare_scoring` to allow `make_scorer` function as custom scoring

Pull Request - State: closed - Opened by Juanpablor5 4 months ago

#67 - added LogisticRegression to search space.

Pull Request - State: closed - Opened by fmohr 5 months ago

#66 - LogisticRegression missing among models

Issue - State: closed - Opened by fmohr 5 months ago

#65 - Add random state to ensure reproducibility and kwargs for evaluation function

Pull Request - State: closed - Opened by AngelG14 5 months ago

#64 - enabled possibility to exclude components or entire steps

Pull Request - State: closed - Opened by fmohr 5 months ago

#63 - Create option to block steps and/or components from the process.

Issue - State: closed - Opened by fmohr 5 months ago

#62 - 61 some pre processors are incompatible with pynisher and should not be executed in it

Pull Request - State: closed - Opened by fmohr 9 months ago

#61 - Some pre-processors are incompatible with pynisher and should not be executed in it

Issue - State: closed - Opened by fmohr 9 months ago
Labels: bug

#60 - 12 enable individual factory for custom search spaces

Pull Request - State: closed - Opened by fmohr 9 months ago

#59 - 58 naive automl should allow proper configuration of exceptions

Pull Request - State: closed - Opened by fmohr 10 months ago

#58 - Naive AutoML should allow proper configuration of exceptions.

Issue - State: closed - Opened by fmohr 10 months ago
Labels: bug

#57 - Issue 46: Improved history and enabled recovery of models

Pull Request - State: closed - Opened by fmohr 10 months ago

#56 - Add evaluation runtime and evaluation report to history

Pull Request - State: closed - Opened by AngelG14 10 months ago

#55 - Create support for custom stoppers for early discarding

Issue - State: open - Opened by fmohr 10 months ago
Labels: enhancement

#54 - 53 assure that svms are not executed with probabilities

Pull Request - State: closed - Opened by fmohr 11 months ago

#53 - Assure that SVMs are not executed with probabilities.

Issue - State: closed - Opened by fmohr 11 months ago
Labels: enhancement

#52 - enabled custom evaluators with states via update function

Pull Request - State: closed - Opened by fmohr 11 months ago

#51 - enable stateful evaluation function

Issue - State: closed - Opened by fmohr 11 months ago

#50 - 10 use lccv as default candidate evaluation to avoid execution timeout

Pull Request - State: closed - Opened by AngelG14 about 1 year ago

#49 - Add evaluation runtime and evaluation report fields to history

Issue - State: closed - Opened by fmohr about 1 year ago
Labels: enhancement

#48 - create leaderboard function

Issue - State: closed - Opened by fmohr over 1 year ago - 1 comment

#47 - function to recover pipeline from history

Issue - State: closed - Opened by fmohr over 1 year ago - 1 comment

#46 - Enrich history by additional fields

Issue - State: closed - Opened by fmohr over 1 year ago - 1 comment