Top 3 Ruby ML Projects
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Project mention: 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? | /r/rails | 2023-05-07
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Ruby users often use Rumale for machine learning. t-SNE is included in Rumale, but UMAP is not.
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InfluxDB
Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.
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We’re building “Langchain for Ruby” under the current working name of “Langchain.rb”: https://github.com/andreibondarev/langchainrb
People that have contributed on the project thus far each have at least a decade of experience programming in Ruby. We’re trying our best to build an abstraction layer on top all of the common emerging AI/ML techniques, tools, and providers. We’re also focusbig on building an excellent developer experience that Ruby developers love and have gotten to expect.
Unlike the Python project, as it’s been pointed out here a countless number of times, we’d like to avoid deeply nested class structures that make it incredibly difficult to track and extend.
We’ve been pondering over the “what does Rails for Machine Learning look like?” question, and we’re taking a stab at answering this question.
We’re hyper-focused on the open source community and the developer community at large. All feedback/ideas/contributions/criticism are welcome and encouraged!
Ruby ML related posts
- Langchainrb: Build ML/AI-Supercharged Applications with Ruby's LangChain
- Langchain.rb: Build ML/AI-supercharged applications with Ruby's LangChain
- 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?
- Why isn't Ruby used for ML?
Index
What are some of the best open-source ML projects in Ruby? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | machine-learning-with-ruby | 1,940 |
| 2 | Rumale | 658 |
| 3 | langchainrb | 132 |