|about 2 months ago||27 days ago|
|Apache License 2.0||GNU General Public License v3.0 or later|
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Symbolics.jl: A Modern Computer Algebra System for a Modern Language
6 projects | news.ycombinator.com | 5 Mar 2021
Hey, I have... I'm a co-author of Algebird, 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.
We haven't tracked posts mentioning Figaro yet.
Tracking mentions began in Dec 2020.
What are some alternatives?
Breeze - Breeze is a numerical processing library 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.
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.
BigDL - Building Large-Scale AI Applications for Distributed Big Data
PredictionIO - PredictionIO, a machine learning server for developers and ML engineers.
Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing
Smile - Statistical Machine Intelligence & Learning Engine
Libra - A dimensional analysis library based on dependent types