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