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BigQuery DataFrames (BigFrames)

  • API Reference
  • Supported pandas APIs
  • Changelog
  • Getting started
  • User guide
  • GitHub
  • API Reference
  • Supported pandas APIs
  • Changelog
  • Getting started
  • User guide
  • GitHub

Section Navigation

  • bigframes._config
    • bigframes._config.BigQueryOptions
      • bigframes._config.BigQueryOptions.allow_large_results
      • bigframes._config.BigQueryOptions.application_name
      • bigframes._config.BigQueryOptions.bq_connection
      • bigframes._config.BigQueryOptions.client_endpoints_override
      • bigframes._config.BigQueryOptions.credentials
      • bigframes._config.BigQueryOptions.enable_polars_execution
      • bigframes._config.BigQueryOptions.kms_key_name
      • bigframes._config.BigQueryOptions.location
      • bigframes._config.BigQueryOptions.ordering_mode
      • bigframes._config.BigQueryOptions.project
      • bigframes._config.BigQueryOptions.requests_transport_adapters
      • bigframes._config.BigQueryOptions.skip_bq_connection_check
      • bigframes._config.BigQueryOptions.use_regional_endpoints
      • bigframes._config.BigQueryOptions.__init__
    • bigframes._config.ComputeOptions
      • bigframes._config.ComputeOptions.ai_ops_confirmation_threshold
      • bigframes._config.ComputeOptions.ai_ops_threshold_autofail
      • bigframes._config.ComputeOptions.allow_large_results
      • bigframes._config.ComputeOptions.enable_multi_query_execution
      • bigframes._config.ComputeOptions.maximum_bytes_billed
      • bigframes._config.ComputeOptions.maximum_result_rows
      • bigframes._config.ComputeOptions.semantic_ops_confirmation_threshold
      • bigframes._config.ComputeOptions.semantic_ops_threshold_autofail
      • bigframes._config.ComputeOptions.extra_query_labels
      • bigframes._config.ComputeOptions.__init__
      • bigframes._config.ComputeOptions.assign_extra_query_labels
    • bigframes._config.DisplayOptions
      • bigframes._config.DisplayOptions.blob_display
      • bigframes._config.DisplayOptions.blob_display_height
      • bigframes._config.DisplayOptions.blob_display_width
      • bigframes._config.DisplayOptions.max_columns
      • bigframes._config.DisplayOptions.max_colwidth
      • bigframes._config.DisplayOptions.max_info_columns
      • bigframes._config.DisplayOptions.max_info_rows
      • bigframes._config.DisplayOptions.max_rows
      • bigframes._config.DisplayOptions.memory_usage
      • bigframes._config.DisplayOptions.precision
      • bigframes._config.DisplayOptions.progress_bar
      • bigframes._config.DisplayOptions.repr_mode
      • bigframes._config.DisplayOptions.__init__
    • bigframes._config.ExperimentOptions
      • bigframes._config.ExperimentOptions.ai_operators
      • bigframes._config.ExperimentOptions.blob
      • bigframes._config.ExperimentOptions.blob_display
      • bigframes._config.ExperimentOptions.blob_display_height
      • bigframes._config.ExperimentOptions.blob_display_width
      • bigframes._config.ExperimentOptions.semantic_operators
      • bigframes._config.ExperimentOptions.__init__
    • bigframes._config.Options
      • bigframes._config.Options.bigquery
      • bigframes._config.Options.compute
      • bigframes._config.Options.display
      • bigframes._config.Options.experiments
      • bigframes._config.Options.is_bigquery_thread_local
      • bigframes._config.Options.sampling
      • bigframes._config.Options.__init__
      • bigframes._config.Options.reset
    • bigframes._config.SamplingOptions
      • bigframes._config.SamplingOptions.enable_downsampling
      • bigframes._config.SamplingOptions.max_download_size
      • bigframes._config.SamplingOptions.random_state
      • bigframes._config.SamplingOptions.sampling_method
      • bigframes._config.SamplingOptions.__init__
      • bigframes._config.SamplingOptions.with_disabled
      • bigframes._config.SamplingOptions.with_max_download_size
      • bigframes._config.SamplingOptions.with_method
      • bigframes._config.SamplingOptions.with_random_state
    • bigframes._config.option_context
      • bigframes._config.option_context.__init__
  • bigframes.bigquery
    • bigframes.bigquery.approx_top_count
    • bigframes.bigquery.array_agg
    • bigframes.bigquery.array_length
    • bigframes.bigquery.array_to_string
    • bigframes.bigquery.create_vector_index
    • bigframes.bigquery.json_extract
    • bigframes.bigquery.json_extract_array
    • bigframes.bigquery.json_extract_string_array
    • bigframes.bigquery.json_keys
    • bigframes.bigquery.json_query
    • bigframes.bigquery.json_query_array
    • bigframes.bigquery.json_set
    • bigframes.bigquery.json_value
    • bigframes.bigquery.json_value_array
    • bigframes.bigquery.parse_json
    • bigframes.bigquery.sql_scalar
    • bigframes.bigquery.st_area
    • bigframes.bigquery.st_buffer
    • bigframes.bigquery.st_centroid
    • bigframes.bigquery.st_convexhull
    • bigframes.bigquery.st_difference
    • bigframes.bigquery.st_distance
    • bigframes.bigquery.st_intersection
    • bigframes.bigquery.st_isclosed
    • bigframes.bigquery.st_length
    • bigframes.bigquery.st_regionstats
    • bigframes.bigquery.st_simplify
    • bigframes.bigquery.struct
    • bigframes.bigquery.to_json
    • bigframes.bigquery.to_json_string
    • bigframes.bigquery.unix_micros
    • bigframes.bigquery.unix_millis
    • bigframes.bigquery.unix_seconds
    • bigframes.bigquery.vector_search
  • bigframes.bigquery.ai
    • bigframes.bigquery.ai.classify
    • bigframes.bigquery.ai.forecast
    • bigframes.bigquery.ai.generate
    • bigframes.bigquery.ai.generate_bool
    • bigframes.bigquery.ai.generate_double
    • bigframes.bigquery.ai.generate_int
    • bigframes.bigquery.ai.if_
    • bigframes.bigquery.ai.score
  • bigframes.enums
    • bigframes.enums.DefaultIndexKind
      • bigframes.enums.DefaultIndexKind.SEQUENTIAL_INT64
      • bigframes.enums.DefaultIndexKind.NULL
    • bigframes.enums.OrderingMode
      • bigframes.enums.OrderingMode.STRICT
      • bigframes.enums.OrderingMode.PARTIAL
  • bigframes.exceptions
    • bigframes.exceptions.format_message
    • bigframes.exceptions.AmbiguousWindowWarning
    • bigframes.exceptions.ApiDeprecationWarning
    • bigframes.exceptions.BadIndexerKeyWarning
    • bigframes.exceptions.CleanupFailedWarning
    • bigframes.exceptions.DefaultIndexWarning
    • bigframes.exceptions.DefaultLocationWarning
    • bigframes.exceptions.FunctionAxisOnePreviewWarning
    • bigframes.exceptions.FunctionConflictTypeHintWarning
    • bigframes.exceptions.FunctionPackageVersionWarning
    • bigframes.exceptions.JSONDtypeWarning
    • bigframes.exceptions.MaximumResultRowsExceeded
    • bigframes.exceptions.NullIndexError
    • bigframes.exceptions.NullIndexPreviewWarning
    • bigframes.exceptions.ObsoleteVersionWarning
    • bigframes.exceptions.OperationAbortedError
    • bigframes.exceptions.OrderRequiredError
    • bigframes.exceptions.OrderingModePartialPreviewWarning
    • bigframes.exceptions.PreviewWarning
    • bigframes.exceptions.QueryComplexityError
    • bigframes.exceptions.TimeTravelCacheWarning
    • bigframes.exceptions.TimeTravelDisabledWarning
    • bigframes.exceptions.UnknownDataTypeWarning
    • bigframes.exceptions.UnknownLocationWarning
  • bigframes.geopandas
    • bigframes.geopandas.GeoSeries
      • bigframes.geopandas.GeoSeries.AlignedExprT
      • bigframes.geopandas.GeoSeries.T
      • bigframes.geopandas.GeoSeries.area
      • bigframes.geopandas.GeoSeries.at
      • bigframes.geopandas.GeoSeries.blob
      • bigframes.geopandas.GeoSeries.boundary
      • bigframes.geopandas.GeoSeries.centroid
      • bigframes.geopandas.GeoSeries.convex_hull
      • bigframes.geopandas.GeoSeries.dt
      • bigframes.geopandas.GeoSeries.dtype
      • bigframes.geopandas.GeoSeries.dtypes
      • bigframes.geopandas.GeoSeries.empty
      • bigframes.geopandas.GeoSeries.geo
      • bigframes.geopandas.GeoSeries.hasnans
      • bigframes.geopandas.GeoSeries.iat
      • bigframes.geopandas.GeoSeries.iloc
      • bigframes.geopandas.GeoSeries.index
      • bigframes.geopandas.GeoSeries.is_closed
      • bigframes.geopandas.GeoSeries.is_monotonic_decreasing
      • bigframes.geopandas.GeoSeries.is_monotonic_increasing
      • bigframes.geopandas.GeoSeries.length
      • bigframes.geopandas.GeoSeries.list
      • bigframes.geopandas.GeoSeries.loc
      • bigframes.geopandas.GeoSeries.name
      • bigframes.geopandas.GeoSeries.ndim
      • bigframes.geopandas.GeoSeries.plot
      • bigframes.geopandas.GeoSeries.query_job
      • bigframes.geopandas.GeoSeries.shape
      • bigframes.geopandas.GeoSeries.size
      • bigframes.geopandas.GeoSeries.str
      • bigframes.geopandas.GeoSeries.struct
      • bigframes.geopandas.GeoSeries.values
      • bigframes.geopandas.GeoSeries.x
      • bigframes.geopandas.GeoSeries.y
      • bigframes.geopandas.GeoSeries.__init__
      • bigframes.geopandas.GeoSeries.abs
      • bigframes.geopandas.GeoSeries.add
      • bigframes.geopandas.GeoSeries.add_prefix
      • bigframes.geopandas.GeoSeries.add_suffix
      • bigframes.geopandas.GeoSeries.agg
      • bigframes.geopandas.GeoSeries.aggregate
      • bigframes.geopandas.GeoSeries.all
      • bigframes.geopandas.GeoSeries.any
      • bigframes.geopandas.GeoSeries.apply
      • bigframes.geopandas.GeoSeries.argmax
      • bigframes.geopandas.GeoSeries.argmin
      • bigframes.geopandas.GeoSeries.astype
      • bigframes.geopandas.GeoSeries.autocorr
      • bigframes.geopandas.GeoSeries.bar
      • bigframes.geopandas.GeoSeries.between
      • bigframes.geopandas.GeoSeries.bfill
      • bigframes.geopandas.GeoSeries.buffer
      • bigframes.geopandas.GeoSeries.cache
      • bigframes.geopandas.GeoSeries.case_when
      • bigframes.geopandas.GeoSeries.clip
      • bigframes.geopandas.GeoSeries.combine
      • bigframes.geopandas.GeoSeries.combine_first
      • bigframes.geopandas.GeoSeries.copy
      • bigframes.geopandas.GeoSeries.corr
      • bigframes.geopandas.GeoSeries.count
      • bigframes.geopandas.GeoSeries.cov
      • bigframes.geopandas.GeoSeries.cummax
      • bigframes.geopandas.GeoSeries.cummin
      • bigframes.geopandas.GeoSeries.cumprod
      • bigframes.geopandas.GeoSeries.cumsum
      • bigframes.geopandas.GeoSeries.describe
      • bigframes.geopandas.GeoSeries.diff
      • bigframes.geopandas.GeoSeries.difference
      • bigframes.geopandas.GeoSeries.distance
      • bigframes.geopandas.GeoSeries.div
      • bigframes.geopandas.GeoSeries.divide
      • bigframes.geopandas.GeoSeries.divmod
      • bigframes.geopandas.GeoSeries.dot
      • bigframes.geopandas.GeoSeries.drop
      • bigframes.geopandas.GeoSeries.drop_duplicates
      • bigframes.geopandas.GeoSeries.droplevel
      • bigframes.geopandas.GeoSeries.dropna
      • bigframes.geopandas.GeoSeries.duplicated
      • bigframes.geopandas.GeoSeries.eq
      • bigframes.geopandas.GeoSeries.equals
      • bigframes.geopandas.GeoSeries.expanding
      • bigframes.geopandas.GeoSeries.explode
      • bigframes.geopandas.GeoSeries.ffill
      • bigframes.geopandas.GeoSeries.fillna
      • bigframes.geopandas.GeoSeries.filter
      • bigframes.geopandas.GeoSeries.floordiv
      • bigframes.geopandas.GeoSeries.from_wkt
      • bigframes.geopandas.GeoSeries.from_xy
      • bigframes.geopandas.GeoSeries.ge
      • bigframes.geopandas.GeoSeries.get
      • bigframes.geopandas.GeoSeries.groupby
      • bigframes.geopandas.GeoSeries.gt
      • bigframes.geopandas.GeoSeries.head
      • bigframes.geopandas.GeoSeries.hist
      • bigframes.geopandas.GeoSeries.idxmax
      • bigframes.geopandas.GeoSeries.idxmin
      • bigframes.geopandas.GeoSeries.interpolate
      • bigframes.geopandas.GeoSeries.intersection
      • bigframes.geopandas.GeoSeries.isin
      • bigframes.geopandas.GeoSeries.isna
      • bigframes.geopandas.GeoSeries.isnull
      • bigframes.geopandas.GeoSeries.item
      • bigframes.geopandas.GeoSeries.items
      • bigframes.geopandas.GeoSeries.keys
      • bigframes.geopandas.GeoSeries.kurt
      • bigframes.geopandas.GeoSeries.kurtosis
      • bigframes.geopandas.GeoSeries.le
      • bigframes.geopandas.GeoSeries.line
      • bigframes.geopandas.GeoSeries.lt
      • bigframes.geopandas.GeoSeries.map
      • bigframes.geopandas.GeoSeries.mask
      • bigframes.geopandas.GeoSeries.max
      • bigframes.geopandas.GeoSeries.mean
      • bigframes.geopandas.GeoSeries.median
      • bigframes.geopandas.GeoSeries.min
      • bigframes.geopandas.GeoSeries.mod
      • bigframes.geopandas.GeoSeries.mode
      • bigframes.geopandas.GeoSeries.mul
      • bigframes.geopandas.GeoSeries.multiply
      • bigframes.geopandas.GeoSeries.ne
      • bigframes.geopandas.GeoSeries.nlargest
      • bigframes.geopandas.GeoSeries.notna
      • bigframes.geopandas.GeoSeries.notnull
      • bigframes.geopandas.GeoSeries.nsmallest
      • bigframes.geopandas.GeoSeries.nunique
      • bigframes.geopandas.GeoSeries.pad
      • bigframes.geopandas.GeoSeries.pct_change
      • bigframes.geopandas.GeoSeries.peek
      • bigframes.geopandas.GeoSeries.pipe
      • bigframes.geopandas.GeoSeries.pow
      • bigframes.geopandas.GeoSeries.prod
      • bigframes.geopandas.GeoSeries.product
      • bigframes.geopandas.GeoSeries.quantile
      • bigframes.geopandas.GeoSeries.radd
      • bigframes.geopandas.GeoSeries.rank
      • bigframes.geopandas.GeoSeries.rdiv
      • bigframes.geopandas.GeoSeries.rdivmod
      • bigframes.geopandas.GeoSeries.reindex
      • bigframes.geopandas.GeoSeries.reindex_like
      • bigframes.geopandas.GeoSeries.rename
      • bigframes.geopandas.GeoSeries.rename_axis
      • bigframes.geopandas.GeoSeries.reorder_levels
      • bigframes.geopandas.GeoSeries.replace
      • bigframes.geopandas.GeoSeries.resample
      • bigframes.geopandas.GeoSeries.reset_index
      • bigframes.geopandas.GeoSeries.rfloordiv
      • bigframes.geopandas.GeoSeries.rmod
      • bigframes.geopandas.GeoSeries.rmul
      • bigframes.geopandas.GeoSeries.rolling
      • bigframes.geopandas.GeoSeries.round
      • bigframes.geopandas.GeoSeries.rpow
      • bigframes.geopandas.GeoSeries.rsub
      • bigframes.geopandas.GeoSeries.rtruediv
      • bigframes.geopandas.GeoSeries.sample
      • bigframes.geopandas.GeoSeries.shift
      • bigframes.geopandas.GeoSeries.simplify
      • bigframes.geopandas.GeoSeries.skew
      • bigframes.geopandas.GeoSeries.sort_index
      • bigframes.geopandas.GeoSeries.sort_values
      • bigframes.geopandas.GeoSeries.std
      • bigframes.geopandas.GeoSeries.sub
      • bigframes.geopandas.GeoSeries.subtract
      • bigframes.geopandas.GeoSeries.sum
      • bigframes.geopandas.GeoSeries.swaplevel
      • bigframes.geopandas.GeoSeries.tail
      • bigframes.geopandas.GeoSeries.take
      • bigframes.geopandas.GeoSeries.to_csv
      • bigframes.geopandas.GeoSeries.to_dict
      • bigframes.geopandas.GeoSeries.to_excel
      • bigframes.geopandas.GeoSeries.to_frame
      • bigframes.geopandas.GeoSeries.to_json
      • bigframes.geopandas.GeoSeries.to_latex
      • bigframes.geopandas.GeoSeries.to_list
      • bigframes.geopandas.GeoSeries.to_markdown
      • bigframes.geopandas.GeoSeries.to_numpy
      • bigframes.geopandas.GeoSeries.to_pandas
      • bigframes.geopandas.GeoSeries.to_pandas_batches
      • bigframes.geopandas.GeoSeries.to_pickle
      • bigframes.geopandas.GeoSeries.to_string
      • bigframes.geopandas.GeoSeries.to_wkt
      • bigframes.geopandas.GeoSeries.to_xarray
      • bigframes.geopandas.GeoSeries.tolist
      • bigframes.geopandas.GeoSeries.transpose
      • bigframes.geopandas.GeoSeries.truediv
      • bigframes.geopandas.GeoSeries.unique
      • bigframes.geopandas.GeoSeries.unstack
      • bigframes.geopandas.GeoSeries.update
      • bigframes.geopandas.GeoSeries.value_counts
      • bigframes.geopandas.GeoSeries.var
      • bigframes.geopandas.GeoSeries.where
  • bigframes.pandas
    • bigframes.pandas.clean_up_by_session_id
    • bigframes.pandas.close_session
    • bigframes.pandas.concat
    • bigframes.pandas.crosstab
    • bigframes.pandas.cut
    • bigframes.pandas.deploy_remote_function
    • bigframes.pandas.deploy_udf
    • bigframes.pandas.from_glob_path
    • bigframes.pandas.get_default_session_id
    • bigframes.pandas.get_dummies
    • bigframes.pandas.get_global_session
    • bigframes.pandas.merge
    • bigframes.pandas.qcut
    • bigframes.pandas.read_arrow
    • bigframes.pandas.read_csv
    • bigframes.pandas.read_gbq
    • bigframes.pandas.read_gbq_function
    • bigframes.pandas.read_gbq_model
    • bigframes.pandas.read_gbq_object_table
    • bigframes.pandas.read_gbq_query
    • bigframes.pandas.read_gbq_table
    • bigframes.pandas.read_json
    • bigframes.pandas.read_pandas
    • bigframes.pandas.read_parquet
    • bigframes.pandas.read_pickle
    • bigframes.pandas.remote_function
    • bigframes.pandas.reset_session
    • bigframes.pandas.to_datetime
    • bigframes.pandas.to_timedelta
    • bigframes.pandas.udf
    • bigframes.pandas.DataFrame
      • bigframes.pandas.DataFrame.T
      • bigframes.pandas.DataFrame.ai
      • bigframes.pandas.DataFrame.at
      • bigframes.pandas.DataFrame.axes
      • bigframes.pandas.DataFrame.bqclient
      • bigframes.pandas.DataFrame.columns
      • bigframes.pandas.DataFrame.dtypes
      • bigframes.pandas.DataFrame.empty
      • bigframes.pandas.DataFrame.iat
      • bigframes.pandas.DataFrame.iloc
      • bigframes.pandas.DataFrame.index
      • bigframes.pandas.DataFrame.loc
      • bigframes.pandas.DataFrame.ndim
      • bigframes.pandas.DataFrame.plot
      • bigframes.pandas.DataFrame.query_job
      • bigframes.pandas.DataFrame.semantics
      • bigframes.pandas.DataFrame.shape
      • bigframes.pandas.DataFrame.size
      • bigframes.pandas.DataFrame.sql
      • bigframes.pandas.DataFrame.struct
      • bigframes.pandas.DataFrame.values
      • bigframes.pandas.DataFrame.__init__
      • bigframes.pandas.DataFrame.abs
      • bigframes.pandas.DataFrame.add
      • bigframes.pandas.DataFrame.add_prefix
      • bigframes.pandas.DataFrame.add_suffix
      • bigframes.pandas.DataFrame.agg
      • bigframes.pandas.DataFrame.aggregate
      • bigframes.pandas.DataFrame.align
      • bigframes.pandas.DataFrame.all
      • bigframes.pandas.DataFrame.any
      • bigframes.pandas.DataFrame.apply
      • bigframes.pandas.DataFrame.applymap
      • bigframes.pandas.DataFrame.area
      • bigframes.pandas.DataFrame.assign
      • bigframes.pandas.DataFrame.astype
      • bigframes.pandas.DataFrame.bar
      • bigframes.pandas.DataFrame.bfill
      • bigframes.pandas.DataFrame.cache
      • bigframes.pandas.DataFrame.combine
      • bigframes.pandas.DataFrame.combine_first
      • bigframes.pandas.DataFrame.copy
      • bigframes.pandas.DataFrame.corr
      • bigframes.pandas.DataFrame.corrwith
      • bigframes.pandas.DataFrame.count
      • bigframes.pandas.DataFrame.cov
      • bigframes.pandas.DataFrame.cummax
      • bigframes.pandas.DataFrame.cummin
      • bigframes.pandas.DataFrame.cumprod
      • bigframes.pandas.DataFrame.cumsum
      • bigframes.pandas.DataFrame.describe
      • bigframes.pandas.DataFrame.diff
      • bigframes.pandas.DataFrame.div
      • bigframes.pandas.DataFrame.divide
      • bigframes.pandas.DataFrame.dot
      • bigframes.pandas.DataFrame.drop
      • bigframes.pandas.DataFrame.drop_duplicates
      • bigframes.pandas.DataFrame.droplevel
      • bigframes.pandas.DataFrame.dropna
      • bigframes.pandas.DataFrame.duplicated
      • bigframes.pandas.DataFrame.eq
      • bigframes.pandas.DataFrame.equals
      • bigframes.pandas.DataFrame.eval
      • bigframes.pandas.DataFrame.expanding
      • bigframes.pandas.DataFrame.explode
      • bigframes.pandas.DataFrame.ffill
      • bigframes.pandas.DataFrame.fillna
      • bigframes.pandas.DataFrame.filter
      • bigframes.pandas.DataFrame.first_valid_index
      • bigframes.pandas.DataFrame.floordiv
      • bigframes.pandas.DataFrame.from_dict
      • bigframes.pandas.DataFrame.from_records
      • bigframes.pandas.DataFrame.ge
      • bigframes.pandas.DataFrame.get
      • bigframes.pandas.DataFrame.groupby
      • bigframes.pandas.DataFrame.gt
      • bigframes.pandas.DataFrame.head
      • bigframes.pandas.DataFrame.hist
      • bigframes.pandas.DataFrame.idxmax
      • bigframes.pandas.DataFrame.idxmin
      • bigframes.pandas.DataFrame.info
      • bigframes.pandas.DataFrame.insert
      • bigframes.pandas.DataFrame.interpolate
      • bigframes.pandas.DataFrame.isin
      • bigframes.pandas.DataFrame.isna
      • bigframes.pandas.DataFrame.isnull
      • bigframes.pandas.DataFrame.items
      • bigframes.pandas.DataFrame.iterrows
      • bigframes.pandas.DataFrame.itertuples
      • bigframes.pandas.DataFrame.join
      • bigframes.pandas.DataFrame.keys
      • bigframes.pandas.DataFrame.kurt
      • bigframes.pandas.DataFrame.kurtosis
      • bigframes.pandas.DataFrame.le
      • bigframes.pandas.DataFrame.line
      • bigframes.pandas.DataFrame.lt
      • bigframes.pandas.DataFrame.map
      • bigframes.pandas.DataFrame.mask
      • bigframes.pandas.DataFrame.max
      • bigframes.pandas.DataFrame.mean
      • bigframes.pandas.DataFrame.median
      • bigframes.pandas.DataFrame.melt
      • bigframes.pandas.DataFrame.memory_usage
      • bigframes.pandas.DataFrame.merge
      • bigframes.pandas.DataFrame.min
      • bigframes.pandas.DataFrame.mod
      • bigframes.pandas.DataFrame.mul
      • bigframes.pandas.DataFrame.multiply
      • bigframes.pandas.DataFrame.ne
      • bigframes.pandas.DataFrame.nlargest
      • bigframes.pandas.DataFrame.notna
      • bigframes.pandas.DataFrame.notnull
      • bigframes.pandas.DataFrame.nsmallest
      • bigframes.pandas.DataFrame.nunique
      • bigframes.pandas.DataFrame.pct_change
      • bigframes.pandas.DataFrame.peek
      • bigframes.pandas.DataFrame.pipe
      • bigframes.pandas.DataFrame.pivot
      • bigframes.pandas.DataFrame.pivot_table
      • bigframes.pandas.DataFrame.pow
      • bigframes.pandas.DataFrame.prod
      • bigframes.pandas.DataFrame.product
      • bigframes.pandas.DataFrame.quantile
      • bigframes.pandas.DataFrame.query
      • bigframes.pandas.DataFrame.radd
      • bigframes.pandas.DataFrame.rank
      • bigframes.pandas.DataFrame.rdiv
      • bigframes.pandas.DataFrame.reindex
      • bigframes.pandas.DataFrame.reindex_like
      • bigframes.pandas.DataFrame.rename
      • bigframes.pandas.DataFrame.rename_axis
      • bigframes.pandas.DataFrame.reorder_levels
      • bigframes.pandas.DataFrame.replace
      • bigframes.pandas.DataFrame.resample
      • bigframes.pandas.DataFrame.reset_index
      • bigframes.pandas.DataFrame.rfloordiv
      • bigframes.pandas.DataFrame.rmod
      • bigframes.pandas.DataFrame.rmul
      • bigframes.pandas.DataFrame.rolling
      • bigframes.pandas.DataFrame.round
      • bigframes.pandas.DataFrame.rpow
      • bigframes.pandas.DataFrame.rsub
      • bigframes.pandas.DataFrame.rtruediv
      • bigframes.pandas.DataFrame.sample
      • bigframes.pandas.DataFrame.scatter
      • bigframes.pandas.DataFrame.select_dtypes
      • bigframes.pandas.DataFrame.set_index
      • bigframes.pandas.DataFrame.shift
      • bigframes.pandas.DataFrame.skew
      • bigframes.pandas.DataFrame.sort_index
      • bigframes.pandas.DataFrame.sort_values
      • bigframes.pandas.DataFrame.stack
      • bigframes.pandas.DataFrame.std
      • bigframes.pandas.DataFrame.sub
      • bigframes.pandas.DataFrame.subtract
      • bigframes.pandas.DataFrame.sum
      • bigframes.pandas.DataFrame.swaplevel
      • bigframes.pandas.DataFrame.tail
      • bigframes.pandas.DataFrame.take
      • bigframes.pandas.DataFrame.to_arrow
      • bigframes.pandas.DataFrame.to_csv
      • bigframes.pandas.DataFrame.to_dict
      • bigframes.pandas.DataFrame.to_excel
      • bigframes.pandas.DataFrame.to_gbq
      • bigframes.pandas.DataFrame.to_html
      • bigframes.pandas.DataFrame.to_json
      • bigframes.pandas.DataFrame.to_latex
      • bigframes.pandas.DataFrame.to_markdown
      • bigframes.pandas.DataFrame.to_numpy
      • bigframes.pandas.DataFrame.to_orc
      • bigframes.pandas.DataFrame.to_pandas
      • bigframes.pandas.DataFrame.to_pandas_batches
      • bigframes.pandas.DataFrame.to_parquet
      • bigframes.pandas.DataFrame.to_pickle
      • bigframes.pandas.DataFrame.to_records
      • bigframes.pandas.DataFrame.to_string
      • bigframes.pandas.DataFrame.transpose
      • bigframes.pandas.DataFrame.truediv
      • bigframes.pandas.DataFrame.unstack
      • bigframes.pandas.DataFrame.update
      • bigframes.pandas.DataFrame.value_counts
      • bigframes.pandas.DataFrame.var
      • bigframes.pandas.DataFrame.where
    • bigframes.pandas.DatetimeIndex
      • bigframes.pandas.DatetimeIndex.T
      • bigframes.pandas.DatetimeIndex.day
      • bigframes.pandas.DatetimeIndex.day_of_week
      • bigframes.pandas.DatetimeIndex.dayofweek
      • bigframes.pandas.DatetimeIndex.dtype
      • bigframes.pandas.DatetimeIndex.dtypes
      • bigframes.pandas.DatetimeIndex.empty
      • bigframes.pandas.DatetimeIndex.has_duplicates
      • bigframes.pandas.DatetimeIndex.is_monotonic_decreasing
      • bigframes.pandas.DatetimeIndex.is_monotonic_increasing
      • bigframes.pandas.DatetimeIndex.is_unique
      • bigframes.pandas.DatetimeIndex.month
      • bigframes.pandas.DatetimeIndex.name
      • bigframes.pandas.DatetimeIndex.names
      • bigframes.pandas.DatetimeIndex.ndim
      • bigframes.pandas.DatetimeIndex.nlevels
      • bigframes.pandas.DatetimeIndex.query_job
      • bigframes.pandas.DatetimeIndex.shape
      • bigframes.pandas.DatetimeIndex.size
      • bigframes.pandas.DatetimeIndex.str
      • bigframes.pandas.DatetimeIndex.values
      • bigframes.pandas.DatetimeIndex.weekday
      • bigframes.pandas.DatetimeIndex.year
      • bigframes.pandas.DatetimeIndex.__init__
      • bigframes.pandas.DatetimeIndex.all
      • bigframes.pandas.DatetimeIndex.any
      • bigframes.pandas.DatetimeIndex.argmax
      • bigframes.pandas.DatetimeIndex.argmin
      • bigframes.pandas.DatetimeIndex.astype
      • bigframes.pandas.DatetimeIndex.copy
      • bigframes.pandas.DatetimeIndex.drop
      • bigframes.pandas.DatetimeIndex.drop_duplicates
      • bigframes.pandas.DatetimeIndex.dropna
      • bigframes.pandas.DatetimeIndex.fillna
      • bigframes.pandas.DatetimeIndex.from_frame
      • bigframes.pandas.DatetimeIndex.get_level_values
      • bigframes.pandas.DatetimeIndex.get_loc
      • bigframes.pandas.DatetimeIndex.isin
      • bigframes.pandas.DatetimeIndex.item
      • bigframes.pandas.DatetimeIndex.max
      • bigframes.pandas.DatetimeIndex.min
      • bigframes.pandas.DatetimeIndex.nunique
      • bigframes.pandas.DatetimeIndex.rename
      • bigframes.pandas.DatetimeIndex.sort_values
      • bigframes.pandas.DatetimeIndex.to_list
      • bigframes.pandas.DatetimeIndex.to_numpy
      • bigframes.pandas.DatetimeIndex.to_pandas
      • bigframes.pandas.DatetimeIndex.to_series
      • bigframes.pandas.DatetimeIndex.transpose
      • bigframes.pandas.DatetimeIndex.unique
      • bigframes.pandas.DatetimeIndex.value_counts
    • bigframes.pandas.Index
      • bigframes.pandas.Index.T
      • bigframes.pandas.Index.dtype
      • bigframes.pandas.Index.dtypes
      • bigframes.pandas.Index.empty
      • bigframes.pandas.Index.has_duplicates
      • bigframes.pandas.Index.is_monotonic_decreasing
      • bigframes.pandas.Index.is_monotonic_increasing
      • bigframes.pandas.Index.is_unique
      • bigframes.pandas.Index.name
      • bigframes.pandas.Index.names
      • bigframes.pandas.Index.ndim
      • bigframes.pandas.Index.nlevels
      • bigframes.pandas.Index.query_job
      • bigframes.pandas.Index.shape
      • bigframes.pandas.Index.size
      • bigframes.pandas.Index.str
      • bigframes.pandas.Index.values
      • bigframes.pandas.Index.__init__
      • bigframes.pandas.Index.all
      • bigframes.pandas.Index.any
      • bigframes.pandas.Index.argmax
      • bigframes.pandas.Index.argmin
      • bigframes.pandas.Index.astype
      • bigframes.pandas.Index.copy
      • bigframes.pandas.Index.drop
      • bigframes.pandas.Index.drop_duplicates
      • bigframes.pandas.Index.dropna
      • bigframes.pandas.Index.fillna
      • bigframes.pandas.Index.from_frame
      • bigframes.pandas.Index.get_level_values
      • bigframes.pandas.Index.get_loc
      • bigframes.pandas.Index.isin
      • bigframes.pandas.Index.item
      • bigframes.pandas.Index.max
      • bigframes.pandas.Index.min
      • bigframes.pandas.Index.nunique
      • bigframes.pandas.Index.rename
      • bigframes.pandas.Index.sort_values
      • bigframes.pandas.Index.to_list
      • bigframes.pandas.Index.to_numpy
      • bigframes.pandas.Index.to_pandas
      • bigframes.pandas.Index.to_series
      • bigframes.pandas.Index.transpose
      • bigframes.pandas.Index.unique
      • bigframes.pandas.Index.value_counts
    • bigframes.pandas.MultiIndex
      • bigframes.pandas.MultiIndex.T
      • bigframes.pandas.MultiIndex.dtype
      • bigframes.pandas.MultiIndex.dtypes
      • bigframes.pandas.MultiIndex.empty
      • bigframes.pandas.MultiIndex.has_duplicates
      • bigframes.pandas.MultiIndex.is_monotonic_decreasing
      • bigframes.pandas.MultiIndex.is_monotonic_increasing
      • bigframes.pandas.MultiIndex.is_unique
      • bigframes.pandas.MultiIndex.name
      • bigframes.pandas.MultiIndex.names
      • bigframes.pandas.MultiIndex.ndim
      • bigframes.pandas.MultiIndex.nlevels
      • bigframes.pandas.MultiIndex.query_job
      • bigframes.pandas.MultiIndex.shape
      • bigframes.pandas.MultiIndex.size
      • bigframes.pandas.MultiIndex.str
      • bigframes.pandas.MultiIndex.values
      • bigframes.pandas.MultiIndex.__init__
      • bigframes.pandas.MultiIndex.all
      • bigframes.pandas.MultiIndex.any
      • bigframes.pandas.MultiIndex.argmax
      • bigframes.pandas.MultiIndex.argmin
      • bigframes.pandas.MultiIndex.astype
      • bigframes.pandas.MultiIndex.copy
      • bigframes.pandas.MultiIndex.drop
      • bigframes.pandas.MultiIndex.drop_duplicates
      • bigframes.pandas.MultiIndex.dropna
      • bigframes.pandas.MultiIndex.fillna
      • bigframes.pandas.MultiIndex.from_arrays
      • bigframes.pandas.MultiIndex.from_frame
      • bigframes.pandas.MultiIndex.from_tuples
      • bigframes.pandas.MultiIndex.get_level_values
      • bigframes.pandas.MultiIndex.get_loc
      • bigframes.pandas.MultiIndex.isin
      • bigframes.pandas.MultiIndex.item
      • bigframes.pandas.MultiIndex.max
      • bigframes.pandas.MultiIndex.min
      • bigframes.pandas.MultiIndex.nunique
      • bigframes.pandas.MultiIndex.rename
      • bigframes.pandas.MultiIndex.sort_values
      • bigframes.pandas.MultiIndex.to_list
      • bigframes.pandas.MultiIndex.to_numpy
      • bigframes.pandas.MultiIndex.to_pandas
      • bigframes.pandas.MultiIndex.to_series
      • bigframes.pandas.MultiIndex.transpose
      • bigframes.pandas.MultiIndex.unique
      • bigframes.pandas.MultiIndex.value_counts
    • bigframes.pandas.NamedAgg
      • bigframes.pandas.NamedAgg.aggfunc
      • bigframes.pandas.NamedAgg.column
      • bigframes.pandas.NamedAgg.__init__
      • bigframes.pandas.NamedAgg.count
      • bigframes.pandas.NamedAgg.index
    • bigframes.pandas.Series
      • bigframes.pandas.Series.AlignedExprT
      • bigframes.pandas.Series.T
      • bigframes.pandas.Series.at
      • bigframes.pandas.Series.blob
      • bigframes.pandas.Series.dt
      • bigframes.pandas.Series.dtype
      • bigframes.pandas.Series.dtypes
      • bigframes.pandas.Series.empty
      • bigframes.pandas.Series.geo
      • bigframes.pandas.Series.hasnans
      • bigframes.pandas.Series.iat
      • bigframes.pandas.Series.iloc
      • bigframes.pandas.Series.index
      • bigframes.pandas.Series.is_monotonic_decreasing
      • bigframes.pandas.Series.is_monotonic_increasing
      • bigframes.pandas.Series.list
      • bigframes.pandas.Series.loc
      • bigframes.pandas.Series.name
      • bigframes.pandas.Series.ndim
      • bigframes.pandas.Series.plot
      • bigframes.pandas.Series.query_job
      • bigframes.pandas.Series.shape
      • bigframes.pandas.Series.size
      • bigframes.pandas.Series.str
      • bigframes.pandas.Series.struct
      • bigframes.pandas.Series.values
      • bigframes.pandas.Series.__init__
      • bigframes.pandas.Series.abs
      • bigframes.pandas.Series.add
      • bigframes.pandas.Series.add_prefix
      • bigframes.pandas.Series.add_suffix
      • bigframes.pandas.Series.agg
      • bigframes.pandas.Series.aggregate
      • bigframes.pandas.Series.all
      • bigframes.pandas.Series.any
      • bigframes.pandas.Series.apply
      • bigframes.pandas.Series.area
      • bigframes.pandas.Series.argmax
      • bigframes.pandas.Series.argmin
      • bigframes.pandas.Series.astype
      • bigframes.pandas.Series.autocorr
      • bigframes.pandas.Series.bar
      • bigframes.pandas.Series.between
      • bigframes.pandas.Series.bfill
      • bigframes.pandas.Series.cache
      • bigframes.pandas.Series.case_when
      • bigframes.pandas.Series.clip
      • bigframes.pandas.Series.combine
      • bigframes.pandas.Series.combine_first
      • bigframes.pandas.Series.copy
      • bigframes.pandas.Series.corr
      • bigframes.pandas.Series.count
      • bigframes.pandas.Series.cov
      • bigframes.pandas.Series.cummax
      • bigframes.pandas.Series.cummin
      • bigframes.pandas.Series.cumprod
      • bigframes.pandas.Series.cumsum
      • bigframes.pandas.Series.describe
      • bigframes.pandas.Series.diff
      • bigframes.pandas.Series.div
      • bigframes.pandas.Series.divide
      • bigframes.pandas.Series.divmod
      • bigframes.pandas.Series.dot
      • bigframes.pandas.Series.drop
      • bigframes.pandas.Series.drop_duplicates
      • bigframes.pandas.Series.droplevel
      • bigframes.pandas.Series.dropna
      • bigframes.pandas.Series.duplicated
      • bigframes.pandas.Series.eq
      • bigframes.pandas.Series.equals
      • bigframes.pandas.Series.expanding
      • bigframes.pandas.Series.explode
      • bigframes.pandas.Series.ffill
      • bigframes.pandas.Series.fillna
      • bigframes.pandas.Series.filter
      • bigframes.pandas.Series.floordiv
      • bigframes.pandas.Series.ge
      • bigframes.pandas.Series.get
      • bigframes.pandas.Series.groupby
      • bigframes.pandas.Series.gt
      • bigframes.pandas.Series.head
      • bigframes.pandas.Series.hist
      • bigframes.pandas.Series.idxmax
      • bigframes.pandas.Series.idxmin
      • bigframes.pandas.Series.interpolate
      • bigframes.pandas.Series.isin
      • bigframes.pandas.Series.isna
      • bigframes.pandas.Series.isnull
      • bigframes.pandas.Series.item
      • bigframes.pandas.Series.items
      • bigframes.pandas.Series.keys
      • bigframes.pandas.Series.kurt
      • bigframes.pandas.Series.kurtosis
      • bigframes.pandas.Series.le
      • bigframes.pandas.Series.line
      • bigframes.pandas.Series.lt
      • bigframes.pandas.Series.map
      • bigframes.pandas.Series.mask
      • bigframes.pandas.Series.max
      • bigframes.pandas.Series.mean
      • bigframes.pandas.Series.median
      • bigframes.pandas.Series.min
      • bigframes.pandas.Series.mod
      • bigframes.pandas.Series.mode
      • bigframes.pandas.Series.mul
      • bigframes.pandas.Series.multiply
      • bigframes.pandas.Series.ne
      • bigframes.pandas.Series.nlargest
      • bigframes.pandas.Series.notna
      • bigframes.pandas.Series.notnull
      • bigframes.pandas.Series.nsmallest
      • bigframes.pandas.Series.nunique
      • bigframes.pandas.Series.pad
      • bigframes.pandas.Series.pct_change
      • bigframes.pandas.Series.peek
      • bigframes.pandas.Series.pipe
      • bigframes.pandas.Series.pow
      • bigframes.pandas.Series.prod
      • bigframes.pandas.Series.product
      • bigframes.pandas.Series.quantile
      • bigframes.pandas.Series.radd
      • bigframes.pandas.Series.rank
      • bigframes.pandas.Series.rdiv
      • bigframes.pandas.Series.rdivmod
      • bigframes.pandas.Series.reindex
      • bigframes.pandas.Series.reindex_like
      • bigframes.pandas.Series.rename
      • bigframes.pandas.Series.rename_axis
      • bigframes.pandas.Series.reorder_levels
      • bigframes.pandas.Series.replace
      • bigframes.pandas.Series.resample
      • bigframes.pandas.Series.reset_index
      • bigframes.pandas.Series.rfloordiv
      • bigframes.pandas.Series.rmod
      • bigframes.pandas.Series.rmul
      • bigframes.pandas.Series.rolling
      • bigframes.pandas.Series.round
      • bigframes.pandas.Series.rpow
      • bigframes.pandas.Series.rsub
      • bigframes.pandas.Series.rtruediv
      • bigframes.pandas.Series.sample
      • bigframes.pandas.Series.shift
      • bigframes.pandas.Series.skew
      • bigframes.pandas.Series.sort_index
      • bigframes.pandas.Series.sort_values
      • bigframes.pandas.Series.std
      • bigframes.pandas.Series.sub
      • bigframes.pandas.Series.subtract
      • bigframes.pandas.Series.sum
      • bigframes.pandas.Series.swaplevel
      • bigframes.pandas.Series.tail
      • bigframes.pandas.Series.take
      • bigframes.pandas.Series.to_csv
      • bigframes.pandas.Series.to_dict
      • bigframes.pandas.Series.to_excel
      • bigframes.pandas.Series.to_frame
      • bigframes.pandas.Series.to_json
      • bigframes.pandas.Series.to_latex
      • bigframes.pandas.Series.to_list
      • bigframes.pandas.Series.to_markdown
      • bigframes.pandas.Series.to_numpy
      • bigframes.pandas.Series.to_pandas
      • bigframes.pandas.Series.to_pandas_batches
      • bigframes.pandas.Series.to_pickle
      • bigframes.pandas.Series.to_string
      • bigframes.pandas.Series.to_xarray
      • bigframes.pandas.Series.tolist
      • bigframes.pandas.Series.transpose
      • bigframes.pandas.Series.truediv
      • bigframes.pandas.Series.unique
      • bigframes.pandas.Series.unstack
      • bigframes.pandas.Series.update
      • bigframes.pandas.Series.value_counts
      • bigframes.pandas.Series.var
      • bigframes.pandas.Series.where
  • bigframes.streaming
    • bigframes.streaming.read_gbq_table
    • bigframes.streaming.StreamingDataFrame
      • bigframes.streaming.StreamingDataFrame.sql
      • bigframes.streaming.StreamingDataFrame.__init__
      • bigframes.streaming.StreamingDataFrame.rename
      • bigframes.streaming.StreamingDataFrame.to_bigtable
      • bigframes.streaming.StreamingDataFrame.to_pubsub
  • bigframes.ml.cluster
    • bigframes.ml.cluster.KMeans
      • bigframes.ml.cluster.KMeans.cluster_centers_
      • bigframes.ml.cluster.KMeans.__init__
      • bigframes.ml.cluster.KMeans.detect_anomalies
      • bigframes.ml.cluster.KMeans.fit
      • bigframes.ml.cluster.KMeans.get_params
      • bigframes.ml.cluster.KMeans.predict
      • bigframes.ml.cluster.KMeans.register
      • bigframes.ml.cluster.KMeans.score
      • bigframes.ml.cluster.KMeans.to_gbq
  • bigframes.ml.compose
    • bigframes.ml.compose.cast
    • bigframes.ml.compose.ColumnTransformer
      • bigframes.ml.compose.ColumnTransformer.AS_FLEXNAME_SUFFIX_RX
      • bigframes.ml.compose.ColumnTransformer.transformers_
      • bigframes.ml.compose.ColumnTransformer.__init__
      • bigframes.ml.compose.ColumnTransformer.fit
      • bigframes.ml.compose.ColumnTransformer.fit_transform
      • bigframes.ml.compose.ColumnTransformer.get_params
      • bigframes.ml.compose.ColumnTransformer.to_gbq
      • bigframes.ml.compose.ColumnTransformer.transform
    • bigframes.ml.compose.SQLScalarColumnTransformer
      • bigframes.ml.compose.SQLScalarColumnTransformer.__init__
  • bigframes.ml.decomposition
    • bigframes.ml.decomposition.MatrixFactorization
      • bigframes.ml.decomposition.MatrixFactorization.rating_col
      • bigframes.ml.decomposition.MatrixFactorization.__init__
      • bigframes.ml.decomposition.MatrixFactorization.fit
      • bigframes.ml.decomposition.MatrixFactorization.get_params
      • bigframes.ml.decomposition.MatrixFactorization.predict
      • bigframes.ml.decomposition.MatrixFactorization.register
      • bigframes.ml.decomposition.MatrixFactorization.score
      • bigframes.ml.decomposition.MatrixFactorization.to_gbq
    • bigframes.ml.decomposition.PCA
      • bigframes.ml.decomposition.PCA.components_
      • bigframes.ml.decomposition.PCA.explained_variance_
      • bigframes.ml.decomposition.PCA.explained_variance_ratio_
      • bigframes.ml.decomposition.PCA.__init__
      • bigframes.ml.decomposition.PCA.detect_anomalies
      • bigframes.ml.decomposition.PCA.fit
      • bigframes.ml.decomposition.PCA.get_params
      • bigframes.ml.decomposition.PCA.predict
      • bigframes.ml.decomposition.PCA.register
      • bigframes.ml.decomposition.PCA.score
      • bigframes.ml.decomposition.PCA.to_gbq
  • bigframes.ml.ensemble
    • bigframes.ml.ensemble.RandomForestClassifier
      • bigframes.ml.ensemble.RandomForestClassifier.__init__
      • bigframes.ml.ensemble.RandomForestClassifier.fit
      • bigframes.ml.ensemble.RandomForestClassifier.get_params
      • bigframes.ml.ensemble.RandomForestClassifier.predict
      • bigframes.ml.ensemble.RandomForestClassifier.register
      • bigframes.ml.ensemble.RandomForestClassifier.score
      • bigframes.ml.ensemble.RandomForestClassifier.to_gbq
    • bigframes.ml.ensemble.RandomForestRegressor
      • bigframes.ml.ensemble.RandomForestRegressor.__init__
      • bigframes.ml.ensemble.RandomForestRegressor.fit
      • bigframes.ml.ensemble.RandomForestRegressor.get_params
      • bigframes.ml.ensemble.RandomForestRegressor.predict
      • bigframes.ml.ensemble.RandomForestRegressor.register
      • bigframes.ml.ensemble.RandomForestRegressor.score
      • bigframes.ml.ensemble.RandomForestRegressor.to_gbq
    • bigframes.ml.ensemble.XGBClassifier
      • bigframes.ml.ensemble.XGBClassifier.__init__
      • bigframes.ml.ensemble.XGBClassifier.fit
      • bigframes.ml.ensemble.XGBClassifier.get_params
      • bigframes.ml.ensemble.XGBClassifier.predict
      • bigframes.ml.ensemble.XGBClassifier.register
      • bigframes.ml.ensemble.XGBClassifier.score
      • bigframes.ml.ensemble.XGBClassifier.to_gbq
    • bigframes.ml.ensemble.XGBRegressor
      • bigframes.ml.ensemble.XGBRegressor.__init__
      • bigframes.ml.ensemble.XGBRegressor.fit
      • bigframes.ml.ensemble.XGBRegressor.get_params
      • bigframes.ml.ensemble.XGBRegressor.predict
      • bigframes.ml.ensemble.XGBRegressor.register
      • bigframes.ml.ensemble.XGBRegressor.score
      • bigframes.ml.ensemble.XGBRegressor.to_gbq
  • bigframes.ml.forecasting
    • bigframes.ml.forecasting.ARIMAPlus
      • bigframes.ml.forecasting.ARIMAPlus.coef_
      • bigframes.ml.forecasting.ARIMAPlus.__init__
      • bigframes.ml.forecasting.ARIMAPlus.detect_anomalies
      • bigframes.ml.forecasting.ARIMAPlus.fit
      • bigframes.ml.forecasting.ARIMAPlus.get_params
      • bigframes.ml.forecasting.ARIMAPlus.predict
      • bigframes.ml.forecasting.ARIMAPlus.predict_explain
      • bigframes.ml.forecasting.ARIMAPlus.register
      • bigframes.ml.forecasting.ARIMAPlus.score
      • bigframes.ml.forecasting.ARIMAPlus.summary
      • bigframes.ml.forecasting.ARIMAPlus.to_gbq
  • bigframes.ml.imported
    • bigframes.ml.imported.cast
    • bigframes.ml.imported.ONNXModel
      • bigframes.ml.imported.ONNXModel.__init__
      • bigframes.ml.imported.ONNXModel.get_params
      • bigframes.ml.imported.ONNXModel.predict
      • bigframes.ml.imported.ONNXModel.register
      • bigframes.ml.imported.ONNXModel.to_gbq
    • bigframes.ml.imported.TensorFlowModel
      • bigframes.ml.imported.TensorFlowModel.__init__
      • bigframes.ml.imported.TensorFlowModel.get_params
      • bigframes.ml.imported.TensorFlowModel.predict
      • bigframes.ml.imported.TensorFlowModel.register
      • bigframes.ml.imported.TensorFlowModel.to_gbq
    • bigframes.ml.imported.XGBoostModel
      • bigframes.ml.imported.XGBoostModel.__init__
      • bigframes.ml.imported.XGBoostModel.get_params
      • bigframes.ml.imported.XGBoostModel.predict
      • bigframes.ml.imported.XGBoostModel.register
      • bigframes.ml.imported.XGBoostModel.to_gbq
  • bigframes.ml.impute
    • bigframes.ml.impute.SimpleImputer
      • bigframes.ml.impute.SimpleImputer.__init__
      • bigframes.ml.impute.SimpleImputer.fit
      • bigframes.ml.impute.SimpleImputer.fit_transform
      • bigframes.ml.impute.SimpleImputer.get_params
      • bigframes.ml.impute.SimpleImputer.to_gbq
      • bigframes.ml.impute.SimpleImputer.transform
  • bigframes.ml.linear_model
    • bigframes.ml.linear_model.LinearRegression
      • bigframes.ml.linear_model.LinearRegression.__init__
      • bigframes.ml.linear_model.LinearRegression.fit
      • bigframes.ml.linear_model.LinearRegression.get_params
      • bigframes.ml.linear_model.LinearRegression.global_explain
      • bigframes.ml.linear_model.LinearRegression.predict
      • bigframes.ml.linear_model.LinearRegression.predict_explain
      • bigframes.ml.linear_model.LinearRegression.register
      • bigframes.ml.linear_model.LinearRegression.score
      • bigframes.ml.linear_model.LinearRegression.to_gbq
    • bigframes.ml.linear_model.LogisticRegression
      • bigframes.ml.linear_model.LogisticRegression.__init__
      • bigframes.ml.linear_model.LogisticRegression.fit
      • bigframes.ml.linear_model.LogisticRegression.get_params
      • bigframes.ml.linear_model.LogisticRegression.predict
      • bigframes.ml.linear_model.LogisticRegression.predict_explain
      • bigframes.ml.linear_model.LogisticRegression.register
      • bigframes.ml.linear_model.LogisticRegression.score
      • bigframes.ml.linear_model.LogisticRegression.to_gbq
  • bigframes.ml.llm
    • bigframes.ml.llm.cast
    • bigframes.ml.llm.Claude3TextGenerator
      • bigframes.ml.llm.Claude3TextGenerator.__init__
      • bigframes.ml.llm.Claude3TextGenerator.get_params
      • bigframes.ml.llm.Claude3TextGenerator.predict
      • bigframes.ml.llm.Claude3TextGenerator.to_gbq
    • bigframes.ml.llm.GeminiTextGenerator
      • bigframes.ml.llm.GeminiTextGenerator.__init__
      • bigframes.ml.llm.GeminiTextGenerator.fit
      • bigframes.ml.llm.GeminiTextGenerator.get_params
      • bigframes.ml.llm.GeminiTextGenerator.predict
      • bigframes.ml.llm.GeminiTextGenerator.score
      • bigframes.ml.llm.GeminiTextGenerator.to_gbq
    • bigframes.ml.llm.MultimodalEmbeddingGenerator
      • bigframes.ml.llm.MultimodalEmbeddingGenerator.__init__
      • bigframes.ml.llm.MultimodalEmbeddingGenerator.get_params
      • bigframes.ml.llm.MultimodalEmbeddingGenerator.predict
      • bigframes.ml.llm.MultimodalEmbeddingGenerator.to_gbq
    • bigframes.ml.llm.TextEmbeddingGenerator
      • bigframes.ml.llm.TextEmbeddingGenerator.__init__
      • bigframes.ml.llm.TextEmbeddingGenerator.get_params
      • bigframes.ml.llm.TextEmbeddingGenerator.predict
      • bigframes.ml.llm.TextEmbeddingGenerator.to_gbq
  • bigframes.ml.model_selection
    • bigframes.ml.model_selection.cast
    • bigframes.ml.model_selection.cross_validate
    • bigframes.ml.model_selection.train_test_split
    • bigframes.ml.model_selection.KFold
      • bigframes.ml.model_selection.KFold.__init__
      • bigframes.ml.model_selection.KFold.get_n_splits
      • bigframes.ml.model_selection.KFold.split
    • bigframes.ml.model_selection.chain
      • bigframes.ml.model_selection.chain.__init__
      • bigframes.ml.model_selection.chain.from_iterable
  • bigframes.ml.pipeline
    • bigframes.ml.pipeline.Pipeline
      • bigframes.ml.pipeline.Pipeline.__init__
      • bigframes.ml.pipeline.Pipeline.fit
      • bigframes.ml.pipeline.Pipeline.get_params
      • bigframes.ml.pipeline.Pipeline.predict
      • bigframes.ml.pipeline.Pipeline.score
      • bigframes.ml.pipeline.Pipeline.to_gbq
  • bigframes.ml.preprocessing
    • bigframes.ml.preprocessing.cast
    • bigframes.ml.preprocessing.KBinsDiscretizer
      • bigframes.ml.preprocessing.KBinsDiscretizer.__init__
      • bigframes.ml.preprocessing.KBinsDiscretizer.fit
      • bigframes.ml.preprocessing.KBinsDiscretizer.fit_transform
      • bigframes.ml.preprocessing.KBinsDiscretizer.get_params
      • bigframes.ml.preprocessing.KBinsDiscretizer.to_gbq
      • bigframes.ml.preprocessing.KBinsDiscretizer.transform
    • bigframes.ml.preprocessing.LabelEncoder
      • bigframes.ml.preprocessing.LabelEncoder.FREQUENCY_THRESHOLD_DEFAULT
      • bigframes.ml.preprocessing.LabelEncoder.TOP_K_DEFAULT
      • bigframes.ml.preprocessing.LabelEncoder.__init__
      • bigframes.ml.preprocessing.LabelEncoder.fit
      • bigframes.ml.preprocessing.LabelEncoder.fit_transform
      • bigframes.ml.preprocessing.LabelEncoder.get_params
      • bigframes.ml.preprocessing.LabelEncoder.to_gbq
      • bigframes.ml.preprocessing.LabelEncoder.transform
    • bigframes.ml.preprocessing.MaxAbsScaler
      • bigframes.ml.preprocessing.MaxAbsScaler.__init__
      • bigframes.ml.preprocessing.MaxAbsScaler.fit
      • bigframes.ml.preprocessing.MaxAbsScaler.fit_transform
      • bigframes.ml.preprocessing.MaxAbsScaler.get_params
      • bigframes.ml.preprocessing.MaxAbsScaler.to_gbq
      • bigframes.ml.preprocessing.MaxAbsScaler.transform
    • bigframes.ml.preprocessing.MinMaxScaler
      • bigframes.ml.preprocessing.MinMaxScaler.__init__
      • bigframes.ml.preprocessing.MinMaxScaler.fit
      • bigframes.ml.preprocessing.MinMaxScaler.fit_transform
      • bigframes.ml.preprocessing.MinMaxScaler.get_params
      • bigframes.ml.preprocessing.MinMaxScaler.to_gbq
      • bigframes.ml.preprocessing.MinMaxScaler.transform
    • bigframes.ml.preprocessing.OneHotEncoder
      • bigframes.ml.preprocessing.OneHotEncoder.FREQUENCY_THRESHOLD_DEFAULT
      • bigframes.ml.preprocessing.OneHotEncoder.TOP_K_DEFAULT
      • bigframes.ml.preprocessing.OneHotEncoder.__init__
      • bigframes.ml.preprocessing.OneHotEncoder.fit
      • bigframes.ml.preprocessing.OneHotEncoder.fit_transform
      • bigframes.ml.preprocessing.OneHotEncoder.get_params
      • bigframes.ml.preprocessing.OneHotEncoder.to_gbq
      • bigframes.ml.preprocessing.OneHotEncoder.transform
    • bigframes.ml.preprocessing.PolynomialFeatures
      • bigframes.ml.preprocessing.PolynomialFeatures.__init__
      • bigframes.ml.preprocessing.PolynomialFeatures.fit
      • bigframes.ml.preprocessing.PolynomialFeatures.fit_transform
      • bigframes.ml.preprocessing.PolynomialFeatures.get_params
      • bigframes.ml.preprocessing.PolynomialFeatures.to_gbq
      • bigframes.ml.preprocessing.PolynomialFeatures.transform
    • bigframes.ml.preprocessing.StandardScaler
      • bigframes.ml.preprocessing.StandardScaler.__init__
      • bigframes.ml.preprocessing.StandardScaler.fit
      • bigframes.ml.preprocessing.StandardScaler.fit_transform
      • bigframes.ml.preprocessing.StandardScaler.get_params
      • bigframes.ml.preprocessing.StandardScaler.to_gbq
      • bigframes.ml.preprocessing.StandardScaler.transform
  • bigframes.ml.remote
    • bigframes.ml.remote.VertexAIModel
      • bigframes.ml.remote.VertexAIModel.__init__
      • bigframes.ml.remote.VertexAIModel.get_params
      • bigframes.ml.remote.VertexAIModel.predict
  • API Reference
  • bigframes._config
  • bigframes._config.Options
  • bigframes._config.Options.__init__

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