circe
machine-learning-with-ruby
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circe | machine-learning-with-ruby | |
---|---|---|
12 | 6 | |
2,473 | 2,064 | |
0.4% | - | |
7.4 | 4.6 | |
6 days ago | 5 months ago | |
Scala | Ruby | |
Apache License 2.0 | Creative Commons Zero v1.0 Universal |
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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.
circe
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Database abstraction library which allows a clean domain model
Using Circe so I define some classes that contain my custom Encoder[BusinessObject] in a file and I use that whenever I want to save/store a record, or handle a web request or respose. I also represent my mongo queries as JSON objects that I can freely build then pass to the driver.
- Scala Library To Generate Case Classes for JSON
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What companies/startups are using Scala (open source projects on github)?
Circe adopters should be using Scala https://github.com/circe/circe
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what popular companies uses Scala?
If you look at Circe's github repo you will see a very large list of very recognizable companies, that should give you some idea. Circe isn't the ONLY Json parsing library, but it is probably the most popular, so - should give you a rough idea of the types and variety of companies using Scala.
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Every time I sit down to use an HTTP client and JSON parser, I get really frustrated
Has the worst error messages I've ever seen for a parser. "Attempt to decode value on failed cursor" is not helpful when all you have is missing fields. Has been an issue for 5 years.
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It's unsafe to depend on Typelevel Libraries
Circe tries to drop Scala 2.12 support in retaliation for not enough users paying them.
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Building a REST API in Scala 3 using Iron and Cats
Circe: https://circe.github.io/circe/
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[Circe] Renaming fields for value classes during decoding
PR for the same functionality in Scala3: https://github.com/circe/circe/pull/1800
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Scala 3.0 serialization
Otherwise I tend to just use ZIO-JSON or Circe both of which have been updated for Scala 3.
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Performance of 12 JSON parsers for Scala
I've updated results of benchmarks of 12 JSON parsers for Scala: - AVSystem's scala-commons - Borer - Circe - DSL-JSON - Jackson - jsoniter-scala - Play-JSON, - play-json-jsoniter - Spray-JSON - uPickle - weePickle - zio-json
machine-learning-with-ruby
- 1. What advantages does Python have to make it the preferred language over Ruby for AI/Machine Learning? 2. What is your experience if you working on Ai Machine Learning project with Rails?
- development around data and AI libraries in the Ruby world
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Why isn't Ruby used for ML?
It's certainly possible (great repo here), but often you'll find that gems are essential ruby bindings for libraries from another language.
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What is wrong with R, why is Python favored?
Python is a general-purpose language, yes, but so is Ruby. Why isn't Ruby used for data science? Are there any good reasons why something like sklearn could not be implemented in Ruby? Not really.
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Ruby 3 Released
It actually does. https://github.com/arbox/machine-learning-with-ruby
What are some alternatives?
json4s - JSON library
Awesome NLP with Ruby - Curated List: Practical Natural Language Processing done in Ruby
spray-json - A lightweight, clean and simple JSON implementation in Scala
are-we-fast-yet - Are We Fast Yet? Comparing Language Implementations with Objects, Closures, and Arrays
play-json
langchainrb - Build LLM-powered applications in Ruby
zio-json - Fast, secure JSON library with tight ZIO integration.
benchmarks - Some benchmarks of different languages
jackson-module-scala - Add-on module for Jackson (https://github.com/FasterXML/jackson) to support Scala-specific datatypes
Eps - Machine learning for Ruby
jsoniter-scala - Scala macros for compile-time generation of safe and ultra-fast JSON codecs
fiery - A flexible and lightweight web server