Description
Implement Multilayer Perceptron for Spark ML. Requirements:
1) ML pipelines interface
2) Extensible internal interface for further development of artificial neural networks for ML
3) Efficient and scalable: use vectors and BLAS
Attachments
Issue Links
- incorporates
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SPARK-4752 Classifier based on artificial neural network
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- Closed
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- relates to
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SPARK-10583 Correctness test for Multilayer Perceptron using Weka Reference
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- Resolved
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SPARK-10478 Improve spark.ml.ann implementations for MLP
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- Resolved
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SPARK-11262 Unit test for gradient, loss layers, memory management for multilayer perceptron
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- Resolved
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SPARK-12664 Expose probability, rawPrediction in MultilayerPerceptronClassificationModel
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- Resolved
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SPARK-5575 Artificial neural networks for MLlib deep learning
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- Resolved
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SPARK-9897 User Guide for Multilayer Perceptron Classifier
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- Closed
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- links to