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Commits on Jul 15, 2025

• feat: add ml.metrics.mean_absolute_error method (#1910)

  GarrettWu

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  15b8449

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Commits on Jun 17, 2025

• feat: add DataFrame.ai.forecast() support (#1828)

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  GarrettWu

  authored
  7bc7f36

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Commits on Jun 4, 2025

• fix: allow KMeans model init parameter as k-means++ alias (#1790)

  GarrettWu

  authored
  0b59cf1

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Commits on May 16, 2025

• feat: add deprecation warning to Gemini-1.5-X, text-embedding-004, and remove remove legacy models in notebooks and docs (#1723)

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  shuoweil

  authored
  80aad9a

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Commits on May 14, 2025

• test: add gemini-2.0-flash-lite-011 test (#1729)

  shuoweil

  authored
  de9efdb

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Commits on May 13, 2025

• fix: stop ignoring arguments to `MatrixFactorization.score(X, y)` (#1726)

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  tswast

  authored
  55c07e9

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Commits on May 12, 2025

• test: add gemini test who are ready in production code (#1718)

  shuoweil

  authored
  ab24b6a

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Commits on May 9, 2025

• chore: change error to warning for gemini models (#1715)

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  shuoweil

  authored
  f5d91f3

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Commits on May 8, 2025

• feat: Add inplace arg support to sort methods (#1710)

  TrevorBergeron

  authored
  d1ccb52

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Commits on May 7, 2025

• feat: support forecast_limit_lower_bound and forecast_limit_upper_bound in ARIMA_PLUS (and ARIMA_PLUS_XREG) models (#1305)

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  rey-esp

  and

  tswast

  authored
  b16740e

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• feat: publish bigframes blob(Multimodal) to preview (#1693)

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  GarrettWu

  authored
  e4c85ba

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Commits on May 5, 2025

• test: add tests for gemini structured output array and struct types (#1670)

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  GarrettWu

  authored
  340b93d

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Commits on Apr 29, 2025

• feat: add gemini-2.0-flash-001 and gemini-2.0-flash-lite-001 to fine tune score endponts and multimodal endpoints (#1650)

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  shuoweil

  authored
  4fb54df

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Commits on Apr 24, 2025

• feat: add GeminiTextGenerator.predict structured output (#1653)

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  GarrettWu

  authored
  6199023

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Commits on Apr 16, 2025

• docs: deprecate default model in `TextEmbedddingGenerator`, `GeminiTextGenerator`, and other `bigframes.ml.llm` classes (#1570)

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  shuoweil

  authored
  89ab33e

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Commits on Apr 1, 2025

• feat: add support for creating a Matrix Factorization model (#1330)

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  rey-esp

  and

  tswast

  authored
  b5297f9

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Commits on Mar 31, 2025

• refactor: remove unused llm consts (#1574)

  GarrettWu

  authored
  2acc947

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Commits on Mar 28, 2025

• docs: correct model deprecation warning for gemini text generator (#1562)

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  shuoweil

  authored
  0cc6784

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• feat!: support gemini-2.0-X, change default llm model to gemini-2.0-flash-001, remove PaLM2TextGenerator and PaLM2TextEmbeddingGenerator (#1558)

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  shuoweil

  authored
  3104fab

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Commits on Mar 25, 2025

• fix: add deprecation warning to TextEmbeddingGenerator model, espeically gemini-1.0-X and gemini-1.5-X (#1534)

  shuoweil

  authored
  c93e720

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• feat: add Linear_Regression.global_explain() (#1446)

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  rey-esp

  authored
  7e5b6a8

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Commits on Mar 13, 2025

• perf: eliminate count queries in llm retry (#1489)

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  GarrettWu

  authored
  1c934c2

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Commits on Mar 6, 2025

• chore: format warning message with newlines and ansi color (#1447)

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  chelsea-lin

  authored
  7b0cab5

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Commits on Feb 21, 2025

• deps: remove scikit-learn and sqlalchemy as required dependencies (#1296)

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  Genesis929

  and

  tswast

  authored
  fd8bc89

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Commits on Feb 7, 2025

• chore: add experimental MutimodalEmbeddingGenerator class (#1374)

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  GarrettWu

  authored
  3989fc2

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Commits on Feb 6, 2025

• chore: add experimental Multimodal support in Gemini (#1368)

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  GarrettWu

  authored
  c188f49

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Commits on Jan 29, 2025

• chore: fix experimental blob to create connections if not exist (#1334)

  GarrettWu

  authored
  c5eac01

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Commits on Jan 28, 2025

• feat: support time_series_id_col in ARIMAPlus (#1282)

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  Shuowei Li

  and

  shuoweil

  authored
  97532c9

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Commits on Jan 16, 2025

• chore: remove circular `import bigframes` and `import bigframes.pandas` references (#1289)

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  tswast

  and

  gcf-owl-bot[bot]

  authored
  98e2012

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Commits on Jan 13, 2025

• chore: format warning message (#1281)

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  chelsea-lin

  authored
  f1a5629

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Commits on Jan 6, 2025

• feat: add max_retries to TextEmbeddingGenerator and Claude3TextGenerator (#1259)

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  GarrettWu

  and

  Shuowei Li

  authored
  8077ff4

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Commits on Jan 4, 2025

• chore: fix wordings of Gemini max_retries (#1244)

  GarrettWu

  authored
  b483932

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Commits on Dec 30, 2024

• feat: add support for `LinearRegression.predict_explain` and `LogisticRegression.predict_explain` parameter, `top_k_features` (#1228)

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  arwas11

  and

  tswast

  authored
  3068e19

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Commits on Dec 27, 2024

• feat: add client side retry to GeminiTextGenerator (#1242)

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  GarrettWu

  authored
  8193abe

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Commits on Dec 23, 2024

• docs: add ml.model_selection examples (#1238)

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  GarrettWu

  authored
  50648e4

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