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doc/modules/ROOT/pages/machine-learning/machine-learning.adoc

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= Machine learning
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:description: This chapter provides explanations and examples for the supervised machine learning in the Neo4j Graph Data Science library.
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image::pipeline-prediction.svg[]
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In GDS, our pipelines offer an end-to-end workflow, from feature extraction to training and applying machine learning models.
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Pipelines can be inspected through the xref:pipeline-catalog/pipeline-catalog.adoc[Pipeline catalog].
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The trained models can then be accessed via the xref:model-catalog/index.adoc[Model catalog] and used to make predictions about your graph.
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image::pipeline-prediction.svg["Workflow of pipelines and models."]
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To help with building the ML models, there are additional guides for pre-processing and hyperparameter tuning available in:
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* xref:machine-learning/pre-processing.adoc[Pre-processing]

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