machine-learning-with-ruby
ruby-kafka
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| machine-learning-with-ruby | ruby-kafka | |
|---|---|---|
| 6 | 1 | |
| 2,064 | 1,261 | |
| - | 0.3% | |
| 4.6 | 0.0 | |
| 5 months ago | about 1 year ago | |
| Ruby | Ruby | |
| Creative Commons Zero v1.0 Universal | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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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
ruby-kafka
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Event Streaming in Rails with Kafka
The most famous gem to use Kafka in Ruby is called ruby-kafka by Zendesk, and it is great! Still, you need to do all the implementation manually, which is why we have some "frameworks" built with ruby-kafka. They also help us with all the configuration and execution steps.
What are some alternatives?
Awesome NLP with Ruby - Curated List: Practical Natural Language Processing done in Ruby
Karafka - Ruby and Rails efficient multithreaded Kafka processing framework
are-we-fast-yet - Are We Fast Yet? Comparing Language Implementations with Objects, Closures, and Arrays
Sidekiq-Cron - Scheduler / Cron for Sidekiq jobs
langchainrb - Build LLM-powered applications in Ruby
ransack - Object-based searching.
benchmarks - Some benchmarks of different languages
pages-gem - A simple Ruby Gem to bootstrap dependencies for setting up and maintaining a local Jekyll environment in sync with GitHub Pages
Eps - Machine learning for Ruby
Truemail - 🚀 Configurable framework agnostic plain Ruby 📨 email validator/verifier. Verify email via Regex, DNS, SMTP and even more. Be sure that email address valid and exists.
fiery - A flexible and lightweight web server
Mobility - Pluggable Ruby translation framework