Spark Notebook
Breeze
Spark Notebook | Breeze | |
---|---|---|
- | 3 | |
3,147 | 3,437 | |
0.0% | 0.1% | |
0.0 | 5.1 | |
12 months ago | 3 months ago | |
JavaScript | Scala | |
Apache License 2.0 | Apache License 2.0 |
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Spark Notebook
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Tracking mentions began in Dec 2020.
Breeze
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Arbitrary functions of n dimensions in Scala
Also, you can look at breeze.generic.UFunc for an inspiration.
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Data science in Scala
You can use https://github.com/scalanlp/breeze. A Scala library that's sorta a numpy/plotting equivalent. Unlike Spark which covers more use cases than just the classic Data Science workflow, Breeze is built specifically for "Data Science in Scala". The drawback is a classic one in Scala land where some major libraries abruptly get abandoned. Breeze's commits seem to have slowed down significantly and their website on their github page www.scalanlp.org is broken.
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Machine learning on JVM
I haven't checked in on this project in a long time, but Breeze is something akin to NumPy/SciPy.
What are some alternatives?
Zeppelin - Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.
Spire - Powerful new number types and numeric abstractions for Scala.
FACTORIE - FACTORIE is a toolkit for deployable probabilistic modeling, implemented as a software library in Scala. It provides its users with a succinct language for creating relational factor graphs, estimating parameters and performing inference.
ND4S - ND4S: N-Dimensional Arrays for Scala. Scientific Computing a la Numpy. Based on ND4J.
Smile - Statistical Machine Intelligence & Learning Engine
Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing
Saddle
Chalk
OpenMOLE - Workflow engine for exploration of simulation models using high throughput computing
Numsca - numsca is numpy for scala