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
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- Resolved
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- is cloned by
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SPARK-18305 CLONE - Python API for ML model import/export
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- Resolved
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- links to
1.
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Support model save/load in Python's ALS. |
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Resolved | Xiangrui Meng |
2.
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Support model save/load in Python's linear models |
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Resolved | Yanbo Liang |
3.
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Support model save/load in Python's naive Bayes |
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Resolved | Xusen Yin |
4.
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Support model save/load in Python's tree models |
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Resolved | Xiangrui Meng |
5.
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Support model save/load in Python's KMeans |
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Resolved | Xusen Yin |
6.
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Support model save/load in Python's Word2Vec |
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Resolved | Yu Ishikawa |
7.
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Support model save/load in Python's GaussianMixture |
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Resolved | Manoj Kumar |
8.
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Support model save/load in Python's FPGrowth |
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Resolved | Kai Jiang |
9.
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Support model save/load in Python's LDA |
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Resolved | Manoj Kumar |