fixes b/471256706

PR created by the Librarian CLI to initialize a release. Merging this PR
will auto trigger a release.

Librarian Version: v0.8.3
Language Image:
us-central1-docker.pkg.dev/cloud-sdk-librarian-prod/images-prod/python-librarian-generator@sha256:160860d189ff1c2f7515638478823712fa5b243e27ccc33a2728669fa1e2ed0c
<details><summary>bigframes: v2.37.0</summary>

##
[v2.37.0](googleapis/python-bigquery-dataframes@v2.36.0...v2.37.0)
(2026-03-03)

### Features

* Add cloud_function_cpus option to remote_function (#2475)
([4caf74cc](googleapis/python-bigquery-dataframes@4caf74cc))

* add display.render_mode to control DataFrame/Series visualization
(#2413)
([7813eaa6](googleapis/python-bigquery-dataframes@7813eaa6))

* Support pd.col expressions with .loc and getitem (#2473)
([ae5c8b32](googleapis/python-bigquery-dataframes@ae5c8b32))

* add support for Python 3.14 (#2232)
([c25a6d01](googleapis/python-bigquery-dataframes@c25a6d01))

* Support pd.col simple aggregates (#2480)
([cb00daab](googleapis/python-bigquery-dataframes@cb00daab))

* add dt.tz_localize() (#2469)
([f70f93a1](googleapis/python-bigquery-dataframes@f70f93a1))

* Update bigquery.ai.generate_table output_schema to allow Mapping type
(#2463)
([f7fd1895](googleapis/python-bigquery-dataframes@f7fd1895))

### Bug Fixes

* upload local data through write API if nested JSONs detected (#2478)
([01dc5a34](googleapis/python-bigquery-dataframes@01dc5a34))

* allow IsInOp with same dtypes regardless nullable (#2466)
([1d81b414](googleapis/python-bigquery-dataframes@1d81b414))

### Documentation

* Add code examples to configuration docstrings (#2352)
([3c21993e](googleapis/python-bigquery-dataframes@3c21993e))

* Move readme content to new User Guide section (#2464)
([61a94845](googleapis/python-bigquery-dataframes@61a94845))

* add code sample and docstring for bpd.options.experiments.sql_compiler
(#2474)
([867951bc](googleapis/python-bigquery-dataframes@867951bc))

* use direct API for image (#2465)
([8a1a82f7](googleapis/python-bigquery-dataframes@8a1a82f7))

* Fix recall_score doc example (#2477)
([a6f499c1](googleapis/python-bigquery-dataframes@a6f499c1))

* Skip inherited methods, use autosummary only for big classes (#2470)
([a9512498](googleapis/python-bigquery-dataframes@a9512498))

* add bigframes default connection warning (#2471)
([f1bbba23](googleapis/python-bigquery-dataframes@f1bbba23))

</details>