v1.1.0

Features

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

Bug Fixes

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

Docs

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

Maintenance

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