1.12.1

1.12.1 (2024-08-13)

Fix

• pipeline: request now fails without default (#284)

[main 39a8edc] bump: version 1.12.0 → 1.12.1
3 files changed, 9 insertions(+), 3 deletions(-)

What's Changed

• fix(pipeline): request now fails without default by @eddiebergman in #284
• ci: Remove unnecessary Python setup step by @PGijsbers in #285
• doc: Fixup references by @eddiebergman in #286

Full Changelog: 1.12.0...1.12.1

1.12.0

1.12.0 (2024-04-24)

Feat

• PyTorch: Add functionality to construct a PyTorch Model from a pipeline (#276)

Fix

• Pass in sampler to create_study (#282)
• Pytorch: Fix builders.py (#280)
• precommit issues from #276 (#277)

[main d15b94d] bump: version 1.11.0 → 1.12.0
3 files changed, 15 insertions(+), 3 deletions(-)

What's Changed

• Add functionality to construct a PyTorch Model from a pipeline by @vladislavalerievich in #276
• doc: Fixup example in readme by @eddiebergman in #270
• fix: precommit issues from #276 by @eddiebergman in #277
• doc: Fix bad tooltip numbering by @eddiebergman in #278
• fix(Pytorch): Fix builders.py by @vladislavalerievich in #280
• fix: Pass in sampler to create_study by @eddiebergman in #282
• doc(CVEvaluator): Example of CVEvalautor with RandomSearch by @eddiebergman in #283

Full Changelog: 1.11.0...1.12.0

1.11.0

1.11.0 (2024-02-29)

Feat

• CVEvaluator: Add feature for post_split and post_processing (#260)
• sklearn: X_test, y_test to CVEvaluator (#258)
• CVEarlyStopping (#254)
• sklearn: CVEvaluator allows configure and build params (#250)
• sklearn: Provide a standard CVEvaluator (#244)

Fix

• trial: Don't record metric values for deserialized NaN's or None (#263)
• pipeline: Ensure optimizer is updated with report (#261)
• scheduling: Safe termination of processes, avoiding lifetime race condition (#256)
• metalearning: Portfolio Check for Dataframe as Input (#253)
• CVEvaluator: clone the estimator before use (#249)
• Node: Ensure that parent name does not conflict with children (#248)
• CVEvaluator: When on_error="raise", inform of which trial failed (#247)
• Trial: Give trials a created_at stamp (#246)

Refactor

• pipeline: optimize now requires one of timeout or (#252)
• Metric, Trial: Cleanup of metrics and Trial (#242)

[main e58ebcd] bump: version 1.10.1 → 1.11.0
3 files changed, 29 insertions(+), 3 deletions(-)

What's Changed

• refactor(Metric, Trial): Cleanup of metrics and Trial by @eddiebergman in #242
• feat(sklearn): Provide a standard CVEvaluator by @eddiebergman in #244
• fix(Trial): Give trials a created_at stamp by @eddiebergman in #246
• fix(CVEvaluator): When on_error="raise", inform of which trial failed by @eddiebergman in #247
• fix(Node): Ensure that parent name does not conflict with children by @eddiebergman in #248
• fix(CVEvaluator): clone the estimator before use by @eddiebergman in #249
• feat(sklearn): CVEvaluator allows configure and build params by @eddiebergman in #250
• chore: Update ruff and pre-commit by @eddiebergman in #251
• refactor(pipeline): optimize now requires one of timeout or by @eddiebergman in #252
• Fix Portfolio Check for Dataframe as Input by @LennartPurucker in #253
• feat: CVEarlyStopping by @eddiebergman in #254
• fix(scheduling): Safe termination of processes, avoiding lifetime race condition by @eddiebergman in #256
• feat(sklearn): X_test, y_test to CVEvaluator by @eddiebergman in #258
• feat(CVEvaluator): Add feature for post_split and post_processing by @eddiebergman in #260
• fix(pipeline): Ensure optimizer is updated with report by @eddiebergman in #261
• fix(trial): Don't record metric values for deserialized NaN's or None by @eddiebergman in #263

New Contributors

• @LennartPurucker made their first contribution in #253

Full Changelog: 1.10.1...1.11.0

1.10.1

1.10.1 (2024-01-28)

Fix

• dask-jobqueue: Make sure to close client

Refactor

• Make things more context manager
• trial: Remove begin() (#238)

[main 9e1ebac] bump: version 1.10.0 → 1.10.1
3 files changed, 14 insertions(+), 3 deletions(-)

What's Changed

• refactor(trial): Remove begin() by @eddiebergman in #238
• chore: Remove upper bound on dask requirement by @eddiebergman in #241

Full Changelog: 1.10.0...1.10.1

1.10.0

1.10.0 (2024-01-26)

Feat

• Pipeline: Optimize pipelines directly with optimize() (#230)

[main 0ec79ef] bump: version 1.9.0 → 1.10.0
3 files changed, 9 insertions(+), 3 deletions(-)

What's Changed

• feat(Pipeline): optimize() by @eddiebergman in #230

Full Changelog: 1.9.0...1.10.0

1.9.0

1.9.0 (2024-01-26)

Feat

• Optimizer: Allow for batch ask requests (#224)

Fix

• Pynisher: Ensure system supports limit (#223)

[main 4198de7] bump: version 1.8.0 → 1.9.0
3 files changed, 13 insertions(+), 3 deletions(-)

What's Changed

• fix(Pynisher): Ensure system supports limit by @eddiebergman in #223
• feat(Optimizer): Allow for batch ask requests by @eddiebergman in #224
• doc: Cleaner API docs, cleanup pipeline reference, faster rendering options, less noise in doc build output, changelog by @eddiebergman in #234

Full Changelog: 1.8.0...1.9.0

1.8.0

1.8.0 (2024-01-22)

Feat

• Pynisher: Detect tasks with Trial to report FAIL (#220)
• Pipeline: factorize() a pipeline into its possibilities (#217)

[main 9d65711] bump: version 1.7.0 → 1.8.0
3 files changed, 10 insertions(+), 3 deletions(-)

What's Changed

• doc(Trial): Better indication of what to do with the Metric name for report by @vladislavalerievich in #216
• other: Update PR and issue templates by @eddiebergman in #219
• feat(Pipeline): factorize() a pipeline into its possibilities by @eddiebergman in #217
• ci: Update pre-commit by @eddiebergman in #221
• ci: Add concurrency groups to workflows by @eddiebergman in #222
• feat(Pynisher): Detect tasks with Trial to report FAIL by @eddiebergman in #220

Full Changelog: 1.7.0...1.8.0

1.7.0

1.7.0 (2024-01-16)

Feat

• Scheduler: Respond to cancelled futures (#214)
• scheduler: Handled errors with specific method (#213)

Fix

• History: Explicitly check type in add() (#210)

[main 672889b] bump: version 1.6.0 → 1.7.0
3 files changed, 14 insertions(+), 3 deletions(-)

What's Changed

• fix(History): Explicitly check type in add() by @eddiebergman in #210
• feat(scheduler): Handled errors with specific method by @eddiebergman in #213
• feat(Scheduler): Respond to cancelled futures by @eddiebergman in #214
• test: Update fixtures to be explicitly function scope by @eddiebergman in #215

Full Changelog: 1.6.0...1.7.0

1.6.0

1.6.0 (2024-01-10)

Feat

• history: Get best() from History (#209)

[main b752efd] bump: version 1.5.0 → 1.6.0
3 files changed, 9 insertions(+), 3 deletions(-)

What's Changed

• feat(history): Get best() from History by @eddiebergman in #209

Full Changelog: 1.5.0...1.6.0

1.5.0

1.5.0 (2024-01-09)

Feat

• add EmissionsTrackerPlugin for codecarbon (#196)

[main fc6f1db] bump: version 1.4.0 → 1.5.0
3 files changed, 9 insertions(+), 3 deletions(-)

What's Changed

• fix(docs): Fix typos in readme and guides by @sarah-segel in #204
• chore: bump actions/upload-artifact from 3 to 4 by @dependabot in #205
• chore: bump actions/download-artifact from 3 to 4 by @dependabot in #206
• feat: add EmissionsTrackerPlugin for codecarbon by @vladislavalerievich in #196

New Contributors

• @sarah-segel made their first contribution in #204

Full Changelog: 1.4.0...1.5.0