ZparkIO VS Lantern

Compare ZparkIO vs Lantern and see what are their differences.

ZparkIO

Boiler plate framework to use Spark and ZIO together. (by leobenkel)
Spark Zio Scala Functional programming boiler-plate Helpers Template
Source Code
github.com
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Lantern

By feiwang3311
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ZparkIO Lantern
1 1
173 165
- -
3.2 0.0
19 days ago about 3 years ago
Scala Cuda
MIT License BSD 3-clause "New" or "Revised" License
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ZparkIO

Posts with mentions or reviews of ZparkIO. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2020-12-22.

Lantern

Posts with mentions or reviews of Lantern. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2020-12-22.
  • Recommendations for specializing in Spark (Scala)
    3 projects | /r/scala | 22 Dec 2020
    Yeah. The point here is that the machine learning algorithms in libraries like TensorFlow and PyTorch ultimately rely on differentiating functions. The idea behind "differentiable programming" is to make the central mathematical aspects of machine learning more first- or at least second-class citizens. So at the library level you find "autodifferentiation" in Haskell, an implementation as part of Rainier in Scala, autodiff in Rust, etc. More ambitiously, you have the Lantern system providing autodifferentiation-as-metaprogramming in Scala (but generating C++), another metaprogramming approach in Scala, and autodifferentiation as a language feature in Swift.

What are some alternatives?

When comparing ZparkIO and Lantern you can also consider the following projects:

zio-spark - A functional wrapper around Spark to make it works with ZIO

frameless - Expressive types for Spark.

zio-prelude - A lightweight, distinctly Scala take on functional abstractions, with tight ZIO integration

zio-http - A next-generation Scala framework for building scalable, correct, and efficient HTTP clients and servers

zio-akka-cluster - ZIO wrapper for Akka Cluster

snowpark-scala-template - Scala project template for Snowpark development

zio-entity - Zio-Entity, a distributed, high performance, functional event sourcing library

tapir - Declarative, type-safe web endpoints library

DIStage - Productivity-oriented collection of lightweight fancy stuff for Scala toolchain

zio-temporal-hello - Sample hello application using Scala 3 and zio-temporal

ZparkIO vs zio-spark Lantern vs frameless ZparkIO vs zio-prelude ZparkIO vs zio-http ZparkIO vs zio-akka-cluster ZparkIO vs snowpark-scala-template ZparkIO vs zio-entity ZparkIO vs tapir ZparkIO vs frameless ZparkIO vs DIStage ZparkIO vs zio-temporal-hello