APPENDIX: How to apply the Apache License to your work.

      To apply the Apache License to your work, attach the following
      boilerplate notice, with the fields enclosed by brackets "[]"
      replaced with your own identifying information. (Don't include
      the brackets!)  The text should be enclosed in the appropriate
      comment syntax for the file format. We also recommend that a

   APPENDIX: How to apply the Apache License to your work.

      To apply the Apache License to your work, attach the following
      boilerplate notice, with the fields enclosed by brackets "[]"
      replaced with your own identifying information. (Don't include
      the brackets!)  The text should be enclosed in the appropriate
      comment syntax for the file format. We also recommend that a

    *   `tf.contrib.distributions.MultivariateNormalFull` replaced by
        `tf.contrib.distributions.MultivariateNormalTriL`.
    *   `tf.contrib.distributions.MultivariateNormalCholesky` replaced by
        `tf.contrib.distributions.MultivariateNormalTriL`
    *   `tf.contrib.distributions.MultivariateNormalDiagWithSoftplusStDev`
        replaced by
        `tf.contrib.distributions.MultivariateNormalDiagWithSoftplusScale`

    * `allow_inf_nan`
    * `max_digits`
    * `decimal_places`
    * `json_schema_extra`

...you can read about them in the Pydantic docs.

* The parameter `regex` has been deprecated and replaced by `pattern`.
    * You can read more about it in the docs for [Query Parameters and String Validations: Add regular expressions](https://fastapi.tiangolo.com/tutorial/query-params-str-validations/#add-regular-expressions).