machine-learning-with-ruby
fiery
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| machine-learning-with-ruby | fiery | |
|---|---|---|
| 6 | 1 | |
| 2,064 | 238 | |
| - | - | |
| 4.6 | 5.4 | |
| 5 months ago | 2 months ago | |
| Ruby | R | |
| Creative Commons Zero v1.0 Universal | GNU General Public License v3.0 or later |
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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
fiery
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What is wrong with R, why is Python favored?
Fiery/Pumbler/Shiny
What are some alternatives?
Awesome NLP with Ruby - Curated List: Practical Natural Language Processing done in Ruby
Iodine - iodine - HTTP / WebSockets Server for Ruby with Pub/Sub support
are-we-fast-yet - Are We Fast Yet? Comparing Language Implementations with Objects, Closures, and Arrays
drake - An R-focused pipeline toolkit for reproducibility and high-performance computing
langchainrb - Build LLM-backed Ruby applications
gganimate - A Grammar of Animated Graphics
benchmarks - Some benchmarks of different languages
awesome-R - A curated list of awesome R packages, frameworks and software.
Eps - Machine learning for Ruby
patchwork - The Composer of ggplots
ruby-kafka - A Ruby client library for Apache Kafka
BeetleX - high performance dotnet core socket tcp communication components, support TLS, HTTP, HTTPS, WebSocket, RPC, Redis protocols, custom protocols and 1M connections problem solution