ebe529e8e1
### What changes were proposed in this pull request? This PR proposes the change the name "Koalas" to the "Pandas APIs on Spark" in the documents. ### Why are the changes needed? Since we don't use the name "Koalas" anymore. We should use "Pandas APIs on Spark" instead. ### Does this PR introduce _any_ user-facing change? Yes, the name "Koalas" is renamed to "Pandas APIs on Spark" in the documents. ### How was this patch tested? Manually built the docs and checked one by one. Closes #32835 from itholic/SPARK-35591. Authored-by: itholic <haejoon.lee@databricks.com> Signed-off-by: Hyukjin Kwon <gurwls223@apache.org>
29 lines
732 B
ReStructuredText
29 lines
732 B
ReStructuredText
.. _api.ml:
|
|
|
|
==========================
|
|
Machine Learning utilities
|
|
==========================
|
|
.. currentmodule:: pyspark.pandas.mlflow
|
|
|
|
MLflow
|
|
------
|
|
|
|
Arbitrary MLflow models can be used with pandas-on-Spark Dataframes,
|
|
provided they implement the 'pyfunc' flavor. This is the case
|
|
for most frameworks supported by MLflow (scikit-learn, pytorch,
|
|
tensorflow, ...). See comprehensive examples in
|
|
:func:`load_model` for more information.
|
|
|
|
.. note::
|
|
The MLflow package must be installed in order to use this module.
|
|
If MLflow is not installed in your environment already, you
|
|
can install it with the following command:
|
|
|
|
**pip install koalas[mlflow]**
|
|
|
|
.. autosummary::
|
|
:toctree: api/
|
|
|
|
PythonModelWrapper
|
|
load_model
|