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Commits on Nov 12, 2024

• fix: exclude index columns from model fitting processes. (#1138)

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  Genesis929

  authored
  8d4da15

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Commits on Oct 15, 2024

• fix: model.fit metric not collected issue. (#1085)

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  Genesis929

  authored
  06cec00

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Commits on Oct 11, 2024

• fix: Escape ids more consistently in ml module (#1074)

  TrevorBergeron

  authored
  103e998

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Commits on Sep 25, 2024

• feat: add bigframes.ml.compose.SQLScalarColumnTransformer to create custom SQL-based transformations (#955)

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  4 peopleauthored
  1930b4e

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Commits on Aug 1, 2024

• fix: Fix issue with invalid sql generated by ml distance functions (#865)

  TrevorBergeron

  authored
  9959fc8

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Commits on Jul 30, 2024

• feat: Allow DataFrame.join for self-join on Null index (#860)

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  TrevorBergeron

  authored
  e950533

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Commits on Jun 21, 2024

• feat: add ml.preprocessing.PolynomialFeatures class (#793)

  GarrettWu

  authored
  b4fbb51

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Commits on May 22, 2024

• feat: support `ml.SimpleImputer` in bigframes (#708)

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  ashleyxuu

  authored
  4c4415f

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Commits on May 17, 2024

• chore: clean up type errors in test_api_primitives (#696)

  ashleyxuu

  authored
  ca284cc

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Commits on May 15, 2024

• chore: type check with mypy `--check-untyped-defs` option (#693)

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  tswast

  authored
  9fee857

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Commits on May 7, 2024

• feat: add `strategy="quantile"` in KBinsDiscretizer (#654)

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  ashleyxuu

  authored
  c6c487f

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Commits on May 2, 2024

• feat: add `ARIMAPlus.coef_` property exposing `ML.ARIMA_COEFFICIENTS` functionality (#585)

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  3 peopleauthored
  81d1262

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Commits on Apr 26, 2024

• feat: Add .cache() method to persist intermediate dataframe (#626)

  TrevorBergeron

  authored
  a5c94ec

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Commits on Apr 25, 2024

• feat: support the `score` method for `PaLM2TextGenerator` (#634)

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  ashleyxuu

  authored
  3ffc1d2

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Commits on Apr 18, 2024

• feat: Add fine tuning `fit()` for Palm2TextGenerator (#616)

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  ashleyxuu

  and

  milkshakeiii

  authored
  9c106bd

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Commits on Mar 29, 2024

• feat: support `ML.GENERATE_EMBEDDING` in `PaLM2TextEmbeddingGenerator` (#539)

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  ashleyxuu

  authored
  1156c1e

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Commits on Mar 23, 2024

• feat!: rename ml model params (#491)

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  GarrettWu

  authored
  65c6f47

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Commits on Mar 22, 2024

• feat: add ml LogisticRegression model params (#481)

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  GarrettWu

  authored
  f959b65

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Commits on Mar 20, 2024

• feat: add params for LinearRegression model (#464)

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  GarrettWu

  authored
  21b2188

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Commits on Mar 13, 2024

• test: include model.register test for BQML CMEK (#433)

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  shobsi

  authored
  e502e6b

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Commits on Mar 12, 2024

• feat: add ml PCA.detect_anomalies method (#422)

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  GarrettWu

  authored
  8d82945

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Commits on Mar 9, 2024

• feat: Support CMEK for BQ tables (#403)

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  shobsi

  authored
  9a678e3

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Commits on Feb 13, 2024

• feat: add ml.metrics.pairwise.cosine_similarity function (#374)

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  GarrettWu

  authored
  126f566

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Commits on Feb 7, 2024

• feat: add XGBoostModel (#363)

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  ashleyxuu

  authored
  d5518b2

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Commits on Jan 24, 2024

• feat: add ARIMA_EVAULATE options in forecasting models (#336)

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  ashleyxuu

  authored
  73e997b

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Commits on Dec 11, 2023

• feat: add ARIMAPlus.predict parameters (#264)

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  GarrettWu

  authored
  99598c7

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Commits on Nov 29, 2023

• feat: add remote vertex model support (#237)

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  GarrettWu

  authored
  0bfc4fb

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Commits on Nov 14, 2023

• feat: temporary resources no longer use BigQuery Sessions (#194)

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  tswast

  authored
  4a02cac

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Commits on Nov 11, 2023

• feat: read_gbq creates order deterministically without table copy (#191)

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  TrevorBergeron

  authored
  8ab81de

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Commits on Oct 4, 2023

• feat: add ml.preprocessing.KBinsDiscretizer (#81)

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  ashleyxuu

  authored
  24c6256

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Commits on Sep 27, 2023

• refactor: push down SQL generate logic in core.BqmlModel (#66)

  GarrettWu

  authored
  61200bd

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Commits on Sep 26, 2023

• feat: add ml.preprocessing.MinMaxScaler (#64)

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  ashleyxuu

  authored
  392113b

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• refactor: push down SQL generate logic in core.BqmlModelFactory (#62)

  GarrettWu

  authored
  e804e13

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Commits on Sep 25, 2023

• feat: add ml.preprocessing.MaxAbsScaler (#56)

  GarrettWu

  authored
  14b262b

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Commits on Sep 22, 2023

• feat: add ml.preprocessing.LabelEncoder (#50)

  ashleyxuu

  authored
  2510461

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