Breeze
Algebird
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| Breeze | Algebird | |
|---|---|---|
| 1 | 1 | |
| 3,332 | 2,136 | |
| 0.1% | 1.1% | |
| 7.1 | 7.9 | |
| 2 months ago | 18 days ago | |
| Scala | Scala | |
| Apache License 2.0 | Apache License 2.0 |
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Breeze
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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.
Algebird
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Symbolics.jl: A Modern Computer Algebra System for a Modern Language
Hey, I have... I'm a co-author of Algebird[0], which has many ideas that I'd pull over.
I'm hoping to introduce Clojure's "spec" or "schema" libraries so that the types at play can at least be inspectable inside the system. In a fully typed language, I'd implement the extensible generics as typeclasses.
I suspect it would make it quite a bit tougher (at least in the approach I'm imagining) for folks to write new generic functions, due to many type constructors...
On the other hand, the complexity is there, even if you don't write it down!
It would be a big project, and a worthy effort, to write down types for everything in SICM.
What are some alternatives?
ND4S - ND4S: N-Dimensional Arrays for Scala. Scientific Computing a la Numpy. Based on ND4J.
Spire - Powerful new number types and numeric abstractions for Scala.
Numsca - numsca is numpy for scala
Smile - Statistical Machine Intelligence & Learning Engine
Saddle
Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing
SynapseML - Simple and Distributed Machine Learning
Zeppelin - Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.
Libra - A dimensional analysis library based on dependent types
Squants - The Scala API for Quantities, Units of Measure and Dimensional Analysis
Clustering4Ever - C4E, a JVM friendly library written in Scala for both local and distributed (Spark) Clustering.