PredictionIO vs Squants

PredictionIO

PredictionIO, a machine learning server for developers and ML engineers. (by apache)

#Science and Data analysis #Scala #Big Data #Predictionio

DISCONTINUED

Squants

The Scala API for Quantities, Units of Measure and Dimensional Analysis (by typelevel)

#Science and Data analysis

Source Code

squants.com

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PredictionIO		Squants
	Project
0	Mentions	4
12,514	Stars	854
-	Growth	1.3%
0.0	Activity	7.5
over 1 year ago	Latest Commit	7 days ago
Scala	Language	Scala
Apache License 2.0	License	Apache License 2.0

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.

PredictionIO

Posts with mentions or reviews of PredictionIO. We have used some of these posts to build our list of alternatives and similar projects.

We haven't tracked posts mentioning PredictionIO yet.
Tracking mentions began in Dec 2020.

Squants

Posts with mentions or reviews of Squants. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-03-21.

Please put units in names
7 projects | reddit.com/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 | reddit.com/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.
https://github.com/typelevel/squants
Ratio Templates?
2 projects | reddit.com/r/scala | 4 May 2021

What are some alternatives?

When comparing PredictionIO and Squants you can also consider the following projects:

Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing

Spire - Powerful new number types and numeric abstractions for Scala.

Compute.scala - Scientific computing with N-dimensional arrays

Tensorflow_scala - TensorFlow API for the Scala Programming Language

Breeze - Breeze is a numerical processing library for Scala.

rscala - The Scala interpreter is embedded in R and callbacks to R from the embedded interpreter are supported. Conversely, the R interpreter is embedded in Scala.

Zeppelin - Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.

Figaro - Figaro Programming Language and Core Libraries

Smile - Statistical Machine Intelligence & Learning Engine

Axle - Axle Domain Specific Language for Scientific Cloud Computing and Visualization

BigDL - Building Large-Scale AI Applications for Distributed Big Data

PredictionIO vs Apache Spark

Squants vs Spire

Squants vs Compute.scala

Squants vs Tensorflow_scala

Squants vs Breeze

Squants vs rscala

PredictionIO vs Zeppelin