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daal4py 2020.1

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@PivovarA PivovarA released this 17 Aug 08:51
2020.1
77ff4f6
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Learn about vigilant mode.

Introduced new functionality:

  • Elastic Net algorithm with L1 and L2 regularization in batch computation mode. The algorithm supports various optimization solvers that handle non-smooth functions.
  • Probabilistic classification for Decision Forest Classification algorithm with a choice voting method to calculate probabilities.

Extended existing functionality:

  • Performance optimizations for distributed Spark samples, K-means algorithm for some input dimensions, Gradient Boosted Trees training stage for large datasets on multi-core platforms and Decision Forest prediction stage for datasets with a small number of observations on processors that support Intel® Advanced Vector Extensions 2 (Intel® AVX2) and Intel® Advanced Vector Extensions 512 (Intel® AVX-512)
  • Performance optimizations across algorithms that use SOA (Structure Of Arrays) NumericTable as an input on processors that support Intel® Advanced Vector Extensions 512 (Intel® AVX-512)
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