Rubyml

ML with RubyRuby

A curated list of libraries, tutorials, and resources for implementing machine learning in the Ruby programming language.

Awesome Machine Learning with RubyRuby

A curated list of awesome libraries, data sources, tutorials, and resources for machine learning using the Ruby programming language.

langchain.rbRuby

A Ruby library for building LLM-powered applications with a unified interface for multiple providers, RAG systems, and AI assistants.

LangChain.rbRuby

A Ruby gem for building LLM-powered applications with a unified interface for multiple providers, RAG systems, and AI assistants.

decisiontreeRuby

A Ruby library implementing the ID3 algorithm for decision tree learning with support for continuous and discrete datasets.

PyCallC

A Ruby library that enables direct calling of Python functions and modules with automatic type conversion.

rumaleRuby

A Ruby machine learning library with a Scikit-Learn-like interface for classification, regression, clustering, and dimensionality reduction.

epsRuby

A Ruby library for building and serving predictive models with support for PMML and integration with Python and R models.

neural-net-rubyRuby

A lightweight feedforward neural network with resilient backpropagation (Rprop), implemented in pure Ruby with no external dependencies.

Deep NeuroEvolutionRuby

A collection of neuroevolution experiments for reinforcement learning control problems using unsupervised learning feature extractors.

xgbRuby

A Ruby interface to XGBoost, providing high-performance gradient boosting for machine learning tasks.

kmeans-clustererRuby

A Ruby implementation of k-means clustering with k-means++ initialization, silhouette scoring, and multiple runs for optimal results.

lightgbmRuby

A Ruby gem providing high-performance gradient boosting with LightGBM for machine learning tasks.

liblinear-rubyC++

Ruby interface to LIBLINEAR for machine learning classification and regression tasks using SWIG bindings.

scorubyRuby

A Ruby gem for scoring predictive models using PMML, supporting decision trees, naive Bayes, logistic regression, random forests, and gradient boosted trees.

wekaRuby

A JRuby gem providing Ruby interfaces for Weka's machine learning and data mining algorithms.