Clustering4Ever
Breeze
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Clustering4Ever | Breeze | |
---|---|---|
- | 3 | |
127 | 3,432 | |
0.0% | 0.2% | |
0.0 | 5.1 | |
about 3 years ago | 2 months ago | |
Scala | Scala | |
Apache License 2.0 | Apache License 2.0 |
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Clustering4Ever
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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?
Smile - Statistical Machine Intelligence & Learning Engine
ND4S - ND4S: N-Dimensional Arrays for Scala. Scientific Computing a la Numpy. Based on ND4J.
Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing
Spire - Powerful new number types and numeric abstractions for Scala.
feathr - Feathr – A scalable, unified data and AI engineering platform for enterprise
OpenMOLE - Workflow engine for exploration of simulation models using high throughput computing
PredictionIO - PredictionIO, a machine learning server for developers and ML engineers.
Saddle
Spark Notebook - Interactive and Reactive Data Science using Scala and Spark.
Numsca - numsca is numpy for scala