toc.yml

- items:
  - href: index.md
    name: Overview
  - href: changelog.md
    name: Changelog
  - items:
    - href: summary_overview.html
      name: Overview
    - href: summary_class.html
      name: Classes
    - href: summary_method.html
      name: Methods
    - href: summary_property.html
      name: Properties and Attributes
    - href: supported_pandas_apis.html
      name: Supported pandas APIs
    name: BigQuery DataFrames API
  - items:
    - items:
      - name: Options
        uid: bigframes._config.Options
      - name: BigQueryOptions
        uid: bigframes._config.bigquery_options.BigQueryOptions
      - name: DisplayOptions
        uid: bigframes._config.display_options.DisplayOptions
      - name: SamplingOptions
        uid: bigframes._config.sampling_options.SamplingOptions
      - name: ComputeOptions
        uid: bigframes._config.compute_options.ComputeOptions
      name: Options and settings
    - items:
      - name: Session
        uid: bigframes.session.Session
      name: Session
    name: Core Objects
  - items:
    - name: DataFrame
      uid: bigframes.dataframe.DataFrame
    - items:
      - name: DataFrameGroupBy
        uid: bigframes.core.groupby.DataFrameGroupBy
      - name: SeriesGroupBy
        uid: bigframes.core.groupby.SeriesGroupBy
      name: Groupby
    - name: Index
      uid: bigframes.core.indexes.base.Index
    - items:
      - name: AtDataFrameIndexer
        uid: bigframes.core.indexers.AtDataFrameIndexer
      - name: AtSeriesIndexer
        uid: bigframes.core.indexers.AtSeriesIndexer
      - name: IatDataFrameIndexer
        uid: bigframes.core.indexers.IatDataFrameIndexer
      - name: IatSeriesIndexer
        uid: bigframes.core.indexers.IatSeriesIndexer
      - name: ILocDataFrameIndexer
        uid: bigframes.core.indexers.ILocDataFrameIndexer
      - name: IlocSeriesIndexer
        uid: bigframes.core.indexers.IlocSeriesIndexer
      - name: LocDataFrameIndexer
        uid: bigframes.core.indexers.LocDataFrameIndexer
      - name: LocSeriesIndexer
        uid: bigframes.core.indexers.LocSeriesIndexer
      name: Indexers
    - name: pandas
      uid: bigframes.pandas
    - items:
      - name: Plotting
        uid: bigframes.operations.plotting
      - name: PlotAccessor
        uid: bigframes.operations.plotting.PlotAccessor
      name: Plotting
    - items:
      - name: Series
        uid: bigframes.series.Series
      - name: DatetimeMethods
        uid: bigframes.operations.datetimes.DatetimeMethods
      - name: StringMethods
        uid: bigframes.operations.strings.StringMethods
      - name: StructAccessor
        uid: bigframes.operations.structs.StructAccessor
      name: Series
    - name: Window
      uid: bigframes.core.window.Window
    name: bigframes.pandas
  - items:
    - items:
      - name: Overview
        uid: bigframes.ml.cluster
      - name: KMeans
        uid: bigframes.ml.cluster.KMeans
      name: cluster
    - items:
      - name: Overview
        uid: bigframes.ml.compose
      - name: ColumnTransformer
        uid: bigframes.ml.compose.ColumnTransformer
      name: compose
    - items:
      - name: Overview
        uid: bigframes.ml.decomposition
      - name: PCA
        uid: bigframes.ml.decomposition.PCA
      name: decomposition
    - items:
      - name: Overview
        uid: bigframes.ml.ensemble
      - name: RandomForestClassifier
        uid: bigframes.ml.ensemble.RandomForestClassifier
      - name: RandomForestRegressor
        uid: bigframes.ml.ensemble.RandomForestRegressor
      - name: XGBClassifier
        uid: bigframes.ml.ensemble.XGBClassifier
      - name: XGBRegressor
        uid: bigframes.ml.ensemble.XGBRegressor
      name: ensemble
    - items:
      - name: Overview
        uid: bigframes.ml.forecasting
      - name: ARIMAPlus
        uid: bigframes.ml.forecasting.ARIMAPlus
      name: forecasting
    - items:
      - name: Overview
        uid: bigframes.ml.imported
      - name: ONNXModel
        uid: bigframes.ml.imported.ONNXModel
      - name: TensorFlowModel
        uid: bigframes.ml.imported.TensorFlowModel
      - name: XGBoostModel
        uid: bigframes.ml.imported.XGBoostModel
      name: imported
    - items:
      - name: Overview
        uid: bigframes.ml.linear_model
      - name: LinearRegression
        uid: bigframes.ml.linear_model.LinearRegression
      - name: LogisticRegression
        uid: bigframes.ml.linear_model.LogisticRegression
      name: linear_model
    - items:
      - name: Overview
        uid: bigframes.ml.llm
      - name: GeminiTextGenerator
        uid: bigframes.ml.llm.GeminiTextGenerator
      - name: PaLM2TextGenerator
        uid: bigframes.ml.llm.PaLM2TextGenerator
      - name: PaLM2TextEmbeddingGenerator
        uid: bigframes.ml.llm.PaLM2TextEmbeddingGenerator
      name: llm
    - items:
      - name: metrics
        uid: bigframes.ml.metrics
      name: metrics
    - items:
      - name: metrics.pairwise
        uid: bigframes.ml.metrics.pairwise
      name: metrics.pairwise
    - items:
      - name: model_selection
        uid: bigframes.ml.model_selection
      name: model_selection
    - items:
      - name: Overview
        uid: bigframes.ml.pipeline
      - name: Pipeline
        uid: bigframes.ml.pipeline.Pipeline
      name: pipeline
    - items:
      - name: Overview
        uid: bigframes.ml.preprocessing
      - name: KBinsDiscretizer
        uid: bigframes.ml.preprocessing.KBinsDiscretizer
      - name: LabelEncoder
        uid: bigframes.ml.preprocessing.LabelEncoder
      - name: MaxAbsScaler
        uid: bigframes.ml.preprocessing.MaxAbsScaler
      - name: MinMaxScaler
        uid: bigframes.ml.preprocessing.MinMaxScaler
      - name: StandardScaler
        uid: bigframes.ml.preprocessing.StandardScaler
      - name: OneHotEncoder
        uid: bigframes.ml.preprocessing.OneHotEncoder
      name: preprocessing
    - items:
      - name: Overview
        uid: bigframes.ml.remote
      - name: VertexAIModel
        uid: bigframes.ml.remote.VertexAIModel
      name: remote
    name: bigframes.ml
  - items:
    - name: BigQuery built-in functions
      uid: bigframes.bigquery
    name: bigframes.bigquery
  name: BigQuery DataFrames
  status: beta