machine-learning-with-ruby
Eps
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| machine-learning-with-ruby | Eps | |
|---|---|---|
| 6 | - | |
| 2,060 | 639 | |
| - | - | |
| 4.6 | 5.0 | |
| 5 months ago | 2 months ago | |
| Ruby | Ruby | |
| Creative Commons Zero v1.0 Universal | MIT License |
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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
Eps
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Tracking mentions began in Dec 2020.
What are some alternatives?
Awesome NLP with Ruby - Curated List: Practical Natural Language Processing done in Ruby
Rumale - Rumale is a machine learning library in Ruby
are-we-fast-yet - Are We Fast Yet? Comparing Language Implementations with Objects, Closures, and Arrays
XGBoost - High performance gradient boosting for Ruby
benchmarks - Some benchmarks of different languages
rb-libsvm - Ruby language bindings for LIBSVM
langchainrb - Build LLM-backed Ruby applications
Ruby Linear Regression - Linear regression implemented in Ruby.
fiery - A flexible and lightweight web server
PredictionIO Ruby SDK - PredictionIO Ruby SDK
ruby-kafka - A Ruby client library for Apache Kafka
tensorflow.rb - tensorflow for ruby