ayx_ml_toolkit - Where is the documentation?

[tochoa]

I'm using the Assisted Modeling tool (in Version: 2023.2.1.226 Patch: 6), exporting to Python, and trying to delve into the code created by Alteryx.  I haven't been able to find documentation for code such as this, to learn about "make_pipeline_from_components" and "PipelineEntity".  Where can I find documentation for those, and ayx_ml_toolkit in general?

target_metadata = ColumnMetadataEntity(
col_name=target_variable,
col_type=training_metadata[target_variable]["type"]
)

pipeline = make_pipeline_from_components([
feature_typing,
missing_values,
feature_selection,
one_hot_encoding,
classifier
], problem_type="BINARY")

pipeline_entity = PipelineEntity(
training_data=training_data_df,
target=target_metadata,
pipeline=pipeline
)

[KGT]

So, this was mostly exposed a few years ago, but didn't get that much traction AFAIK, so not sure the status now, and how much it's updated. Those methods/functions (make_pipeline_from_Components etc) are most likely common across a bunch of Alteryx python packages.

Here is the EvalML link for instance: https://evalml.alteryx.com/en/stable/api_index.html#pipelines

You may need to investigate a fair bit through GitHub in order to find what you are after. I'm not sure exactly where the alteryx_ml_toolkit package doco is unfortunately.

Here is the Alteryx Open Source repo, but I thought there was an AYX one as well...