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rubygems.org "rubyml" keyword

Top 1.8% on rubygems.org
classifier-reborn 2.3.0
A general classifier module to allow Bayesian and other types of classifications.
9 versions - Latest release: over 3 years ago - 7 dependent packages - 7,032 dependent repositories - 2.66 million downloads total - 552 stars on GitHub - 5 maintainers
rumale-tree 2.1.0 💰
Rumale::Tree provides classifier and regression based on decision tree algorithms with Rumale int...
12 versions - Latest release: 29 days ago - 2 dependent packages - 1 dependent repositories - 159 thousand downloads total - 892 stars on GitHub - 1 maintainer
dspy-code_act 1.0.2
CodeAct provides Think-Code-Observe agents that synthesize and execute Ruby code dynamically. Shi...
4 versions - Latest release: about 1 month ago - 1.33 thousand downloads total - 206 stars on GitHub - 1 maintainer
dspy-schema 1.0.2
Provides DSPy::TypeSystem::SorbetJsonSchema without requiring the full DSPy stack, enabling reuse...
3 versions - Latest release: about 1 month ago - 10.8 thousand downloads total - 206 stars on GitHub - 1 maintainer
dspy-miprov2 1.0.2
Optional optimizer bundle for DSPy.rb that ships the MIPROv2 teleprompter, Gaussian Process backe...
4 versions - Latest release: 3 months ago - 2.25 thousand downloads total - 206 stars on GitHub - 1 maintainer
dspy-deep_search 1.0.0
DeepSearch loop utilities and modules for DSPy agents.
1 version - Latest release: 4 months ago - 291 downloads total - 206 stars on GitHub - 1 maintainer
sorbet-toon 0.1.0
Ruby port of the TOON encoder/decoder used inside DSPy.rb. Provides Sorbet-aware normalization, r...
1 version - Latest release: 4 months ago - 10.9 thousand downloads total - 206 stars on GitHub - 1 maintainer
dspy-deep_research 1.0.0
Planner, queue, and coherence orchestration built on DSPy::DeepSearch.
1 version - Latest release: 4 months ago - 284 downloads total - 206 stars on GitHub - 1 maintainer
dspy-ruby_llm 0.1.0
Provides a unified adapter using RubyLLM to access OpenAI, Anthropic, Gemini, Bedrock, Ollama, an...
1 version - Latest release: 3 months ago - 7.8 thousand downloads total - 206 stars on GitHub - 1 maintainer
gepa 1.0.2
GEPA delivers optimization strategies, telemetry, and proposer tooling for reflective DSPy agents.
4 versions - Latest release: 3 months ago - 1.02 thousand downloads total - 206 stars on GitHub - 1 maintainer
dspy-gepa 1.0.3
Ships DSPy::Teleprompt::GEPA plus reflective adapters, experiment tracking, and telemetry hooks b...
4 versions - Latest release: 3 months ago - 823 downloads total - 206 stars on GitHub - 1 maintainer
dspy-openai 1.0.2
Provides the OpenAI plus the Ollama and OpenRouter adapters so OpenAI-compatible providers can be...
3 versions - Latest release: about 1 month ago - 4.69 thousand downloads total - 206 stars on GitHub - 1 maintainer
dspy-o11y-langfuse 1.1.0
Registers the Langfuse OpenTelemetry exporter with DSPy::Observability so spans flow to Langfuse ...
3 versions - Latest release: 3 months ago - 895 downloads total - 206 stars on GitHub - 1 maintainer
dspy-evals 1.0.2
Provides the DSPy::Evals runtime, concurrency, callbacks, and export helpers for benchmarking Rub...
4 versions - Latest release: about 1 month ago - 785 downloads total - 206 stars on GitHub - 1 maintainer
dspy-datasets 1.0.2
DSPy datasets provide prebuilt loaders, caching, and schema metadata for benchmark corpora used i...
4 versions - Latest release: 2 days ago - 651 downloads total - 108 stars on GitHub - 1 maintainer
dspy-anthropic 1.0.4
Provides the AnthropicAdapter so Claude-compatible providers can be added to DSPy.rb projects ind...
5 versions - Latest release: 2 days ago - 1.48 thousand downloads total - 115 stars on GitHub - 1 maintainer
dspy 0.34.4
The Ruby framework for programming with large language models. DSPy.rb brings structured LLM prog...
72 versions - Latest release: 2 days ago - 37 thousand downloads total - 163 stars on GitHub - 1 maintainer
dspy-gemini 1.0.3
Provides the GeminiAdapter so Gemini-compatible providers can be added to DSPy.rb projects indepe...
4 versions - Latest release: 2 days ago - 1.78 thousand downloads total - 163 stars on GitHub - 1 maintainer
dspy-o11y 1.0.3
Provides DSPy::Observability, AsyncSpanProcessor, and ObservationType so instrumentation can be e...
4 versions - Latest release: 2 days ago - 859 downloads total - 108 stars on GitHub - 1 maintainer
Top 8.5% on rubygems.org
liblinear-ruby 1.0.3
Ruby wrapper of LIBLINEAR using SWIG
11 versions - Latest release: almost 7 years ago - 1 dependent package - 5 dependent repositories - 105 thousand downloads total - 82 stars on GitHub - 1 maintainer
rumale-model_selection 2.1.0
Rumale::ModelSelection provides model validation techniques, such as k-fold cross-validation, tim...
12 versions - Latest release: 29 days ago - 3 dependent packages - 1 dependent repositories - 159 thousand downloads total - 903 stars on GitHub - 1 maintainer
Top 3.6% on rubygems.org
decisiontree 0.5.0
ID3-based implementation of the M.L. Decision Tree algorithm
5 versions - Latest release: over 11 years ago - 6 dependent packages - 23 dependent repositories - 190 thousand downloads total - 1,468 stars on GitHub - 1 maintainer
rumale-decomposition 2.0.2 💰
Rumale::Decomposition provides matrix decomposition algorithms, such as Principal Component Analy...
11 versions - Latest release: 4 months ago - 3 dependent packages - 1 dependent repositories - 149 thousand downloads total - 892 stars on GitHub - 1 maintainer
svmkit 0.8.1 💰
SVMKit is a machine learninig library in Ruby. SVMKit provides machine learning algorithms with i...
32 versions - Latest release: about 7 years ago - 57.4 thousand downloads total - 878 stars on GitHub - 1 maintainer
ruby_linear_regression 0.1.7
An implementation of a linear regression machine learning algorithm implemented in Ruby. The li...
9 versions - Latest release: about 1 year ago - 2 dependent repositories - 298 thousand downloads total - 54 stars on GitHub - 1 maintainer
milvus 0.10.5
Ruby wrapper for the Milvus vector search database API
10 versions - Latest release: 11 months ago - 2 dependent packages - 2 dependent repositories - 30 thousand downloads total - 31 stars on GitHub - 1 maintainer
rumale-evaluation_measure 2.1.0
Rumale::EvaluationMeasure provides evaluation measures, such as accuracy, precision, recall, and ...
12 versions - Latest release: 29 days ago - 2 dependent packages - 1 dependent repositories - 220 thousand downloads total - 902 stars on GitHub - 1 maintainer
rumale-metric_learning 2.1.0 💰
Rumale::MetricLearning provides metric learning algorithms, such as Fisher Discriminant Analysis ...
12 versions - Latest release: 29 days ago - 1 dependent package - 1 dependent repositories - 153 thousand downloads total - 892 stars on GitHub - 1 maintainer
pca 0.5.0
Principal Component Analysis (PCA). Uses GSL for calculations.
5 versions - Latest release: about 9 years ago - 3 dependent repositories - 15.9 thousand downloads total - 26 stars on GitHub - 1 maintainer
igrigorik-decisiontree 0.3.1
ID3-based implementation of the M.L. Decision Tree algorithm
1 version - Latest release: over 11 years ago - 3.84 thousand downloads total - 1,468 stars on GitHub
secryst-trainer 0.1.0
A seq2seq transformer suited for transliteration. Written in Ruby. Includes packages for training...
1 version - Latest release: over 5 years ago - 2.25 thousand downloads total - 7 stars on GitHub - 1 maintainer
rumale-clustering 2.1.0 💰
Rumale::Clustering provides cluster analysis algorithms, such as K-Means, Gaussian Mixture Model,...
12 versions - Latest release: 29 days ago - 1 dependent package - 1 dependent repositories - 2.26 million downloads total - 892 stars on GitHub - 1 maintainer
rumale-preprocessing 2.1.0 💰
Rumale::Preprocessing provides preprocessing techniques, such as L2 normalization, standard scali...
12 versions - Latest release: 29 days ago - 4 dependent packages - 1 dependent repositories - 166 thousand downloads total - 892 stars on GitHub - 1 maintainer
rumale-feature_extraction 2.1.0 💰
Rumale::FeatureExtraction provides feature extraction methods, such as TF-IDF and feature hashing...
12 versions - Latest release: 29 days ago - 1 dependent package - 1 dependent repositories - 152 thousand downloads total - 892 stars on GitHub - 1 maintainer
Top 9.8% on rubygems.org
lightgbm 0.4.3
High performance gradient boosting for Ruby
27 versions - Latest release: 9 months ago - 1 dependent package - 5 dependent repositories - 754 thousand downloads total - 83 stars on GitHub - 1 maintainer
rumale-kernel_approximation 2.1.0 💰
Rumale::KernelApproximation provides kernel approximation algorithms, such as RBF feature mapping...
12 versions - Latest release: 29 days ago - 1 dependent package - 1 dependent repositories - 151 thousand downloads total - 892 stars on GitHub - 1 maintainer
Top 4.3% on rubygems.org
rb-libsvm 1.4.4
Self-contained LIBSVM package for Ruby (that doesn't use SWIG). LIBSVM is a popular implementatio...
22 versions - Latest release: over 5 years ago - 2 dependent packages - 42 dependent repositories - 332 thousand downloads total - 279 stars on GitHub - 2 maintainers
r_nlp 0.1.8 💰
nlp with ruby
9 versions - Latest release: about 11 years ago - 22.8 thousand downloads total - 2 stars on GitHub - 1 maintainer
weaviate-ruby 0.9.2
Ruby wrapper for the Weaviate.io API
25 versions - Latest release: over 1 year ago - 2 dependent packages - 3 dependent repositories - 73.3 thousand downloads total - 56 stars on GitHub - 1 maintainer
rumale-manifold 2.1.0 💰
Rumale::Manifold provides data embedding algorithms, such as Multi-dimensional Scaling, Locally L...
12 versions - Latest release: 29 days ago - 1 dependent package - 1 dependent repositories - 152 thousand downloads total - 892 stars on GitHub - 1 maintainer
rumale-core 2.1.0 💰
Rumale::Core provides base classes and utility functions for implementing machine learning algori...
12 versions - Latest release: 29 days ago - 20 dependent packages - 1 dependent repositories - 2.33 million downloads total - 892 stars on GitHub - 1 maintainer
rumale-ensemble 2.1.0 💰
Rumale::Ensemble provides ensemble learning algorithms, such as AdaBoost, Gradient Tree Boosting,...
12 versions - Latest release: 29 days ago - 1 dependent package - 1 dependent repositories - 156 thousand downloads total - 892 stars on GitHub - 1 maintainer
smalltext 0.1.0
Classify short texts with neural network
1 version - Latest release: over 7 years ago - 1 dependent package - 2 dependent repositories - 9.91 thousand downloads total - 16 stars on GitHub - 1 maintainer
decisiontree_n 0.4.1
ID3-based implementation of the M.L. Decision Tree algorithm
1 version - Latest release: over 12 years ago - 1 dependent package - 1 dependent repositories - 4.51 thousand downloads total - 1,468 stars on GitHub - 1 maintainer
rann 0.2.8
Libary for working with neural networks in Ruby.
9 versions - Latest release: about 8 years ago - 1 dependent repositories - 16.8 thousand downloads total - 3 stars on GitHub - 1 maintainer
rumale-pipeline 2.1.0 💰
Rumale::Pipeline provides classes for chaining transformers and estimators with Rumale interface.
12 versions - Latest release: 29 days ago - 1 dependent package - 1 dependent repositories - 152 thousand downloads total - 892 stars on GitHub - 1 maintainer
rblearn 0.3.1 💰
rblearn (ruby-learn) provides methods for feature extracting and some algorithms.
6 versions - Latest release: over 9 years ago - 1 dependent repositories - 16.8 thousand downloads total - 1 stars on GitHub - 1 maintainer
rumale-svm 1.0.0 💰
Rumale::SVM provides support vector machine algorithms using LIBSVM and LIBLINEAR with Rumale int...
14 versions - Latest release: 5 months ago - 26.8 thousand downloads total - 4 stars on GitHub - 1 maintainer
instruct 0.0.0
Instruct LLMs to do what you want
2 versions - Latest release: about 1 year ago - 464 downloads total - 51 stars on GitHub - 1 maintainer
scoruby 0.3.3
Ruby Scoring API for PMML.
19 versions - Latest release: about 8 years ago - 2 dependent repositories - 95.5 thousand downloads total - 69 stars on GitHub - 1 maintainer
Top 5.6% on rubygems.org
kmeans-clusterer 0.11.4
k-means clustering. Uses NArray for fast calculations.
15 versions - Latest release: almost 11 years ago - 2 dependent packages - 15 dependent repositories - 600 thousand downloads total - 97 stars on GitHub - 1 maintainer
weka 0.7.4
A JRuby wrapper for the Weka library (http://www.cs.waikato.ac.nz/ml/weka/)
24 versions - Latest release: almost 4 years ago - 1 dependent package - 1 dependent repositories - 22.6 thousand downloads total - 65 stars on GitHub - 1 maintainer
rumale-naive_bayes 2.1.0 💰
Rumale::NaiveBayes provides naive bayes models, such as Gaussian Naive Bayes, Multinomial Naive B...
12 versions - Latest release: 29 days ago - 1 dependent package - 1 dependent repositories - 152 thousand downloads total - 883 stars on GitHub - 1 maintainer
data_modeler 1.0.4
Using machine learning, create generative models based on your data alone. Applications span from...
13 versions - Latest release: over 8 years ago - 27.4 thousand downloads total - 1 stars on GitHub - 1 maintainer
Top 4.3% on rubygems.org
rumale 2.1.0 💰
Rumale is a machine learning library in Ruby. Rumale provides machine learning algorithms with in...
81 versions - Latest release: 29 days ago - 6 dependent packages - 9 dependent repositories - 356 thousand downloads total - 892 stars on GitHub - 1 maintainer
numo-libsvm 3.1.1 💰
Numo::Libsvm is a Ruby gem binding to the LIBSVM library. LIBSVM is one of the famous libraries t...
21 versions - Latest release: 20 days ago - 1 dependent package - 2 dependent repositories - 38.1 thousand downloads total - 3 stars on GitHub - 1 maintainer
numo-liblinear 3.1.1 💰
Numo::Liblinear is a Ruby gem binding to the LIBLINEAR library. LIBLINEAR is one of the famous li...
23 versions - Latest release: 20 days ago - 1 dependent package - 2 dependent repositories - 40.8 thousand downloads total - 0 stars on GitHub - 1 maintainer
rumale-linear_model 2.1.0 💰
Rumale::LinearModel provides linear model algorithms, such as Logistic Regression, Support Vector...
12 versions - Latest release: 29 days ago - 2 dependent packages - 1 dependent repositories - 210 thousand downloads total - 892 stars on GitHub - 1 maintainer
random_forester 0.1.2
Creates a random forest object from a pmml file.
3 versions - Latest release: almost 9 years ago - 6.51 thousand downloads total - 68 stars on GitHub - 1 maintainer
machine_learning_workbench 0.8.0
This workbench holds a collection of machine learning methods in Ruby. Rather than specializing o...
17 versions - Latest release: almost 8 years ago - 1 dependent repositories - 38.9 thousand downloads total - 19 stars on GitHub - 1 maintainer
rumale-neural_network 2.1.0
Rumale::NeuralNetwork provides classifiers and regression algorithms based on multi-layer percept...
12 versions - Latest release: 29 days ago - 1 dependent package - 1 dependent repositories - 152 thousand downloads total - 900 stars on GitHub - 1 maintainer
Top 2.3% on rubygems.org
pycall 1.5.2
pycall
39 versions - Latest release: almost 2 years ago - 24 dependent packages - 63 dependent repositories - 3.6 million downloads total - 1,099 stars on GitHub - 2 maintainers
secryst 0.1.0
Seq2seq transformer for transliteration in Ruby.
1 version - Latest release: over 5 years ago - 1 dependent package - 2 dependent repositories - 2.25 thousand downloads total - 7 stars on GitHub - 1 maintainer
Top 8.4% on rubygems.org
langchainrb 1.19.2 💰
Build LLM-backed Ruby applications with Ruby's Langchain.rb
102 versions - Latest release: over 1 year ago - 4 dependent packages - 4 dependent repositories - 960 thousand downloads total - 1,956 stars on GitHub - 1 maintainer
xgb 0.11.1
High performance gradient boosting for Ruby
24 versions - Latest release: 22 days ago - 317 thousand downloads total - 119 stars on GitHub - 1 maintainer
qdrant-ruby 0.9.10
Ruby wrapper for the Qdrant vector search database API
11 versions - Latest release: 3 months ago - 3 dependent packages - 3 dependent repositories - 106 thousand downloads total - 55 stars on GitHub - 1 maintainer
rumale-nearest_neighbors 2.1.0 💰
Rumale::NearestNeighbors provides classifier and regression based on nearest neighbors rule with ...
12 versions - Latest release: 29 days ago - 1 dependent package - 1 dependent repositories - 150 thousand downloads total - 898 stars on GitHub - 1 maintainer
rumale-kernel_machine 2.1.0 💰
Rumale::KernelMachine provides kernel method-based algorithms, such as Kernel Support Vector Mach...
12 versions - Latest release: 29 days ago - 1 dependent package - 1 dependent repositories - 150 thousand downloads total - 898 stars on GitHub - 1 maintainer
Top 8.3% on rubygems.org
eps 0.6.0
Machine learning for Ruby. Supports regression (linear regression) and classification (naive Bayes)
18 versions - Latest release: about 1 year ago - 5 dependent repositories - 554 thousand downloads total - 686 stars on GitHub - 1 maintainer