🤖 I have created a release beep boop

1.0.0 (2024-03-25)

⚠ BREAKING CHANGES

• rename model parameter min_rel_progress to tol
• early_stop setting no longer supported, always uses True
• rename model parameter n_parallell_trees to n_estimators
• rename class_weights to class_weight
• rename learn_rate to learning_rate
• PCA n_components supports float value and None, default to None
• rename various ml model parameters for consistency with sklearn (feat!: rename ml model params #491)

Features

• Add configuration option to read_gbq (#401) (85cede2)
• Add ml ARIMAPlus model params (#488) (352cb85)
• Add ml KMeans model params (#477) (23a8d9a)
• Add ml LogisticRegression model params (#481) (f959b65)
• Add ml PCA model params (#474) (fb5d83b)
• Add params for LinearRegression model (#464) (21b2188)
• Add support for Python 3.12 (#231) (df2976f)
• Allow assigning directly to Series.name property (#495) (ad0e99e)
• Ensure Series.str.len() can get length of array columns (#497) (10c0446)
• Option to use bq connection without check (#460) (0b3f8e5)
• PCA n_components supports float value and None, default to None (65c6f47)
• Rename class_weights to class_weight (65c6f47)
• Rename learn_rate to learning_rate (65c6f47)
• Rename model parameter min_rel_progress to tol (65c6f47)
• Rename model parameter n_parallell_trees to n_estimators (65c6f47)
• Rename various ml model parameters for consistency with sklearn (feat!: rename ml model params #491) (65c6f47)
• Support BQ regional endpoints for europe-west9, europe-west3, us-east4, and us-west1 (#504) (fbada4a)
• Support dataframe.cov (#498) (c4beafd)
• Support Series.dt.floor (#493) (2dd01c2)
• Support Series.dt.normalize (#483) (0bf1e91)
• Update plot sample to 1000 rows (#458) (60d4a7b)

Bug Fixes

• early_stop setting no longer supported, always uses True (65c6f47)
• Fix -1 offset lookups failing (#463) (2dfb9c2)
• Plot.scatter c argument functionalities (#494) (d6ee994)
• Properly support format param for numerical input. (#486) (ae20c35)
• Renable to_csv and to_json related tests (#468) (2b9a01d)
• Sampling plot cannot preserve ordering if index is not ordered (#475) (a5345fe)
• Use actual BigQuery types rather than ibis types in to_pandas (#500) (82b4f91)

Dependencies

• Support pandas 2.2 (#492) (e2cf50e)

Documentation

• Add code samples for metrics.{accuracy_score, confusion_matrix} (#478) (3e3329a)
• Add code samples for metrics.{recall_score, precision_score, f11_score} (#502) (370fe90)
• Improve API documentation (#489) (751266e)
• Update bigquery connection documentation (#499) (4bfe094)
• Update LLM + K-means notebook to handle partial failures (#496) (97afad9)

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