v1.1.0

[Saul (nasaul)]

Features

• [FEAT] Add time_agg support for pooled lag transforms simonez-tuidi ([FEAT] Add time_agg support for pooled lag transforms #685)
• [FEAT] Add LookupLag for event-based target lookups jan rathfelder (@janrth) ([FEAT] Add LookupLag for event-based target lookups #683)
• [FEAT] Adding partition_by to lag-transforms building upon PooledState simonez-tuidi (Adding partition_by to lag-transforms building upon PooledState #651)
• [FEAT] core: support non-jitted transformations José Morales (@jmoralez) (core: support non-jitted transformations #671)
• [FEAT] Transfer learning with Conformal Prediction Saul (@nasaul) ([FEAT] Transfer learning with Conformal Prediction #628)
• [FEAT] add support for drop_auxiliary_columns field simonez-tuidi ([FEAT] add support for drop_auxiliary_columns field #632)
• [FEAT] Add date_features_as_dummies for one-hot encoding of date features Saul (@nasaul) ([FEAT] Add date_features_as_dummies for one-hot encoding of date features #625)
• [FEAT] Horizon Specific Features jan rathfelder (@janrth) ([FEAT] Horizon Specific Features #585)
• [FEAT] Add Horizon for fitted values jan rathfelder (@janrth) ([FEAT] Add Horizon for fitted values #586)

Bug Fixes

• [FIX] default min_samples to 1 in local partition mode (partition_by) simonez-tuidi ([FIX] default min_samples to 1 in local partition mode (partition_by) #682)
• [FIX] Trim pooled lag-transform states under keep_last_n simonez-tuidi ([FIX] Trim pooled lag-transform states under keep_last_n #679)
• [FIX] Pooled lag transforms: drop dead ga state + cheaper predict backup simonez-tuidi (# Pooled lag transforms: drop dead ga state + cheaper predict backup #678)
• [FIX] auto: keep weight_col in valid dataframe José Morales (@jmoralez) (auto: keep weight_col in valid dataframe #665)
• [FIX] Treat null/NaN keys as equal in pooled transforms simonez-tuidi ([FIX] Treat null/NaN keys as equal in pooled transforms #658)
• [FIX] Pooled global/groupby lag transforms to use RANGE semantics simonez-tuidi ([FIX] Pooled global/groupby lag transforms to use RANGE semantics #641)
• [FIX] return inf when sampler picks no-feature config Sai Asish Y (@SAY-5) (fix(optimization): return inf when sampler picks no-feature config #638)
• [FIX] Removes pandas conversion in Distributed predictions Saul (@nasaul) ([FIX] Removes pandas conversion in Distributed predictions #627)
• [FIX] Flaky Dask testing Saul (@nasaul) ([FIX] Flaky Dask testing #623)
• [FIX]Follow-ups from Combine distributed fix Zakir Jiwani (@JiwaniZakir) (Fix #606: Follow-ups from Combine distributed fix (yherin/fix-distrib... #624)
• [FIX] CatBoost and sparse-horizon cross-validation with Polars jan rathfelder (@janrth) ([BUG] Fix CatBoost and sparse-horizon cross-validation with Polars #613)
• [FIX] Pooled ExpandingMean state init for refit=False CV and AutoML jan rathfelder (@janrth) ([BUG] Fix pooled ExpandingMean state init for refit=False CV and AutoML #615)
• [FIX] Infer categorical static features in Catboost jan rathfelder (@janrth) ([FIX] Infer categorical static features in Catboost #584)
• [FIX] Combine lag tfms attribute error when uids_idx.is_monotonic_increasing is False Jack Sheridan (@yherin) ([FIX] Combine lag tfms attribute error when uids_idx.is_monotonic_increasing is False #579)

Docs

• [DOCS] New Release Examples jan rathfelder (@janrth) ([DOCS] New Release Examples #582)
• [DOCS] update parser commit in the lockfile Deven Mistry (@deven367) ([chore] update parser commit in the lockfile #599)

Maintenance

• [CHORE] distributed guard against pooled lag transforms in DistributedMLForecast simonez-tuidi ([CHORE] distributed guard against pooled lag transforms in DistributedMLForecast #680)
• [CHORE] forecast link Deven Mistry (@deven367) ([CHORE] forecast link #681)
• [CHORE] tests: run spark tests on linux only José Morales (@jmoralez) (tests: run spark tests on linux only #673)
• [CHORE] pre-commit: add ruff-format José Morales (@jmoralez) (pre-commit: add ruff-format #672)
• [CHORE]tests: run distributed tests on linux only José Morales (@jmoralez) (tests: run distributed tests on linux only #666)
• [CHORE] Bumps aiohttp to 3.14.0 Saul (@nasaul) ([CHORE] Bumps aiohttp to 3.14.0 #656)
• [CHORE] Bumps idna Saul (@nasaul) ([CHORE] Bumps idna #652)
• [CHORE] Fix forecast redirect Deven Mistry (@deven367) ([CHORE] Fix forecast redirect #643)
• [CHORE] minor fixes Deven Mistry (@deven367) ([chore] minor fixes #622)
• [CHORE] Updates mlflow Saul (@nasaul) ([CHORE] Updates mlflow #605)
• [CHORE] fix dependencies Deven Mistry (@deven367) ([chore] fix dependencies #602)

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This discussion was created from the release v1.1.0.