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https://dev.mysql.com/doc/heatwave/en/mys-hw-oci-integration.html
Integration with OCI Data Integration allows users to easily transform and import data from data sources other than MySQL to MySQL HeatWave, expanding the scope of data that can take advantage of MySQL HeatWave. Oracle Cloud Infrastructure (OCI) ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-data-drift-detection.html
The more important value is mean, and if it is greater than 1.0, then drift evaluation for the test results might not be reliable. MySQL HeatWave AutoML includes data drift detection for the following models: Classification Regression Anomaly ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-limitations.html
For imported models, we recommend individual models have a size of 4GB or less. The ML_PREDICT_ROW, ML_MODEL_IMPORT, and ML_MODEL_EXPORT routines are not supported with the TwoTower recommendation model. Text Handling Limitations MySQL HeatWave ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-ml-train.html
mysql> CALL sys.ML_TRAIN('topic_modeling_data.text_types_train', NULL, JSON_OBJECT('task', 'topic_modeling', 'document_column', 'D0'), @topic_model); ML_TRAIN and ML_EXPLAIN The ML_TRAIN routine also runs the ML_EXPLAIN routine with the default ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-prereqs.html
For imported models, we recommend individual models have a size of 4GB or less. Model and Table Sizes The table used to train a model cannot exceed 10 GB, 100 million rows, or 1017 columns. Refer to the appropriate MySQL version for maximum MySQL ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-recommendation-model-types.html
If numerical data is used for implicit feedback, it is important to set the feedback_threshold option during training to distinguish what constitutes positive feedback. You can create recommendation models based on either explicit or implicit ...
https://dev.mysql.com/doc/relnotes/heatwave/en/news-8-0-30.html
Model explanations help identify the features that are most important to a model. Advisor MySQL HeatWave AutoML Functionality Added or Changed Advisor MySQL HeatWave Advisor Auto Encoding, which recommends string column encodings, now provides ...
https://dev.mysql.com/doc/relnotes/heatwave/en/news-8-0-32.html
The ML_TRAIN routine also runs the ML_EXPLAIN routine with the default Permutation Importance model. Deprecation and Removal Notes MySQL HeatWave AutoML Functionality Added or Changed Deprecation and Removal Notes MySQL 8.0.32 deprecates the ...
https://dev.mysql.com/doc/relnotes/heatwave/en/news-8-1-0.html
(WL #15674) Improvements to MySQL HeatWave AutoML models, the model catalog, and ML_MODEL_IMPORT now fully support ONNX and MySQL HeatWave AutoML model import. MySQL HeatWave AutoML Functionality Added or Changed MySQL HeatWave AutoML MySQL ...
https://dev.mysql.com/doc/relnotes/heatwave/en/news-9-0-0.html
For imported models, we recommend individual models have a size of 4GB or less. MySQL HeatWave AutoML MySQL HeatWave Autopilot MySQL HeatWave GenAI MySQL HeatWave Lakehouse MySQL HeatWave Functionality Added or Changed MySQL HeatWave AutoML MySQL ...