Awesome NLP with Ruby
machine-learning-with-ruby
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| Awesome NLP with Ruby | machine-learning-with-ruby | |
|---|---|---|
| 1 | 6 | |
| 1,034 | 2,060 | |
| - | - | |
| 2.7 | 4.6 | |
| 10 months ago | 5 months ago | |
| Ruby | Ruby | |
| Creative Commons Zero v1.0 Universal | Creative Commons Zero v1.0 Universal |
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Awesome NLP with Ruby
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?
Treetop - A Ruby-based parsing DSL based on parsing expression grammars.
are-we-fast-yet - Are We Fast Yet? Comparing Language Implementations with Objects, Closures, and Arrays
Pragmatic Segmenter - Pragmatic Segmenter is a rule-based sentence boundary detection gem that works out-of-the-box across many languages.
benchmarks - Some benchmarks of different languages
Ruby Natural Language Processing Resources - A collection of links to Ruby Natural Language Processing (NLP) libraries, tools and software
langchainrb - Build LLM-backed Ruby applications
pocketsphinx-ruby - Ruby speech recognition with Pocketsphinx
Eps - Machine learning for Ruby
Parslet - A small PEG based parser library. See the Hacking page in the Wiki as well.
fiery - A flexible and lightweight web server
Treat - Natural language processing framework for Ruby.
ruby-kafka - A Ruby client library for Apache Kafka