machine-learning-with-ruby
benchmarks
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| machine-learning-with-ruby | benchmarks | |
|---|---|---|
| 6 | 40 | |
| 2,064 | 2,741 | |
| - | - | |
| 4.6 | 7.2 | |
| 5 months ago | 3 months ago | |
| Ruby | Makefile | |
| 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
benchmarks
- Some Benchmarks of Different Languages
- Building a high performance JSON parser
- Top 5 Fastest Programming Languages
- Twitter (re)Releases Recommendation Algorithm on GitHub
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How green or energy efficient is the Go programming language?
GitHub - kostya/benchmarks: Some benchmarks of different languages
- how to benchmark a programming language
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Ruby 3.2.0 Is from Another Dimension
In all the language comparisons I've found over the years, Python consistently comes out slightly slower, for example:
https://github.com/kostya/benchmarks
Bearing in mind these are probably not even using YJIT, which makes Ruby considerably faster in some scenarios.
- I made a 88x88 version of the big display image command generator in Python! (will share github link if admins allow it)
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The original computer languages benchmark is back
Also, here is another benchmark: https://github.com/kostya/benchmarks
- Why does Scala seem to be slow at benchmark results?
What are some alternatives?
Awesome NLP with Ruby - Curated List: Practical Natural Language Processing done in Ruby
libuv - Cross-platform asynchronous I/O
are-we-fast-yet - Are We Fast Yet? Comparing Language Implementations with Objects, Closures, and Arrays
lua-languages - Languages that compile to Lua
langchainrb - Build LLM-powered applications in Ruby
julia - The Julia Programming Language
Eps - Machine learning for Ruby
beartype - Unbearably fast near-real-time hybrid runtime-static type-checking in pure Python.
fiery - A flexible and lightweight web server
mypyc - Compile type annotated Python to fast C extensions
ruby-kafka - A Ruby client library for Apache Kafka
Cython - The most widely used Python to C compiler