- Scala for Data Science
- Pascal Bugnion
- 107字
- 2021-07-23 14:33:05
Alternatives to Breeze
Breeze is the most feature-rich and approachable Scala framework for linear algebra and numeric computation. However, do not take my word for it: experiment with other libraries for tabular data. In particular, I recommend trying Saddle, which provides a Frame
object similar to data frames in pandas or R. In the Java world, the Apache Commons Maths library provides a very rich toolkit for numerical computation. In Chapter 10, Distributed Batch Processing with Spark, Chapter 11, Spark SQL and DataFrames, and Chapter 12, Distributed Machine Learning with MLlib, we will explore Spark and MLlib, which allow the user to run distributed machine learning algorithms.
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