|over 1 year ago||21 days ago|
|Apache License 2.0||Apache License 2.0|
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Data science in Scala
5 projects | /r/scala | 5 Nov 2022
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.
Machine learning on JVM
6 projects | /r/scala | 5 Apr 2021
I haven't checked in on this project in a long time, but Breeze is something akin to NumPy/SciPy.
Show HN: Numbat – A programming language with physical dimensions as types
8 projects | news.ycombinator.com | 16 Nov 2023
The type system is a programmer's best friend
5 projects | news.ycombinator.com | 5 Nov 2022
Is Scala a good choice for a data intensive web backend?
5 projects | /r/scala | 3 Sep 2022
squants for the “Market” package to use in financial calculations.
Please put units in names
7 projects | /r/programming | 21 Mar 2022
Not everything has to be as good as squants, but better typing should always be plan A unless there's a hard limit keeping you back.7 projects | /r/programming | 21 Mar 2022
take a peek at https://www.squants.com looks like not in your language, but maybe you can apply some same concepts
Atlas, a (hopefully) better engineering IDE
4 projects | news.ycombinator.com | 10 May 2021
You might find the Squants library for Scala interesting; it even seems like an apt usage of some oft-questioned language features.
2 projects | /r/scala | 4 May 2021
What are some alternatives?
Spire - Powerful new number types and numeric abstractions for Scala.
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
Numsca - numsca is numpy for scala
Zeppelin - Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.
Algebird - Abstract Algebra for Scala
Axle - Axle Domain Specific Language for Scientific Cloud Computing and Visualization
PredictionIO - PredictionIO, a machine learning server for developers and ML engineers.
Compute.scala - Scientific computing with N-dimensional arrays