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](v2.36.0...v2.37.0)
(2026-03-03)

### Features

* Add cloud_function_cpus option to remote_function (#2475)
([4caf74c](4caf74cc))

* add display.render_mode to control DataFrame/Series visualization
(#2413)
([7813eaa](7813eaa6))

* Support pd.col expressions with .loc and getitem (#2473)
([ae5c8b3](ae5c8b32))

* add support for Python 3.14 (#2232)
([c25a6d0](c25a6d01))

* Support pd.col simple aggregates (#2480)
([cb00daa](cb00daab))

* add dt.tz_localize() (#2469)
([f70f93a](f70f93a1))

* Update bigquery.ai.generate_table output_schema to allow Mapping type
(#2463)
([f7fd189](f7fd1895))

### Bug Fixes

* upload local data through write API if nested JSONs detected (#2478)
([01dc5a3](01dc5a34))

* allow IsInOp with same dtypes regardless nullable (#2466)
([1d81b41](1d81b414))

### Documentation

* Add code examples to configuration docstrings (#2352)
([3c21993](3c21993e))

* Move readme content to new User Guide section (#2464)
([61a9484](61a94845))

* add code sample and docstring for bpd.options.experiments.sql_compiler
(#2474)
([867951b](867951bc))

* use direct API for image (#2465)
([8a1a82f](8a1a82f7))

* Fix recall_score doc example (#2477)
([a6f499c](a6f499c1))

* Skip inherited methods, use autosummary only for big classes (#2470)
([a951249](a9512498))

* add bigframes default connection warning (#2471)
([f1bbba2](f1bbba23))

</details>