Description
Many ML models support save/load in Scala and Java. The Python API needs this. It should mostly be a simple matter of calling the JVM methods for save/load, except for models which are stored in Python (e.g., linear models).
Attachments
Issue Links
- depends upon
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SPARK-4587 Model export/import
- Resolved
- is cloned by
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SPARK-18305 CLONE - Python API for ML model import/export
- Resolved
- links to
1.
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Support model save/load in Python's ALS. | Resolved | Xiangrui Meng | |
2.
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Support model save/load in Python's linear models | Resolved | Yanbo Liang | |
3.
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Support model save/load in Python's naive Bayes | Resolved | Xusen Yin | |
4.
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Support model save/load in Python's tree models | Resolved | Xiangrui Meng | |
5.
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Support model save/load in Python's KMeans | Resolved | Xusen Yin | |
6.
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Support model save/load in Python's Word2Vec | Resolved | Yu Ishikawa | |
7.
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Support model save/load in Python's GaussianMixture | Resolved | Manoj Kumar | |
8.
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Support model save/load in Python's FPGrowth | Resolved | Kai Jiang | |
9.
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Support model save/load in Python's LDA | Resolved | Manoj Kumar |