gem.coop "rubyml" keyword
Top 0.8% on gem.coop
12 versions - Latest release: 29 days ago - 2.3 million downloads total - 903 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 - 2.3 million downloads total - 903 stars on GitHub - 1 maintainer
Top 1.3% on gem.coop
15 versions - Latest release: almost 11 years ago - 607 thousand downloads total - 98 stars on GitHub - 1 maintainer
kmeans-clusterer 0.11.4
k-means clustering. Uses NArray for fast calculations.15 versions - Latest release: almost 11 years ago - 607 thousand downloads total - 98 stars on GitHub - 1 maintainer
Top 0.7% on gem.coop
9 versions - Latest release: over 3 years ago - 2.66 million downloads total - 555 stars on GitHub - 5 maintainers
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 - 2.66 million downloads total - 555 stars on GitHub - 5 maintainers
Top 1.8% on gem.coop
81 versions - Latest release: 29 days ago - 360 thousand downloads total - 903 stars on GitHub - 1 maintainer
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 - 360 thousand downloads total - 903 stars on GitHub - 1 maintainer
Top 0.6% on gem.coop
39 versions - Latest release: almost 2 years ago - 3.63 million downloads total - 1,111 stars on GitHub - 2 maintainers
pycall 1.5.2
pycall39 versions - Latest release: almost 2 years ago - 3.63 million downloads total - 1,111 stars on GitHub - 2 maintainers
Top 1.9% on gem.coop
24 versions - Latest release: 22 days ago - 326 thousand downloads total - 119 stars on GitHub - 1 maintainer
xgb 0.11.1
High performance gradient boosting for Ruby24 versions - Latest release: 22 days ago - 326 thousand downloads total - 119 stars on GitHub - 1 maintainer
Top 1.4% on gem.coop
18 versions - Latest release: about 1 year ago - 583 thousand downloads total - 686 stars on GitHub - 1 maintainer
eps 0.6.0
Machine learning for Ruby. Supports regression (linear regression) and classification (naive Bayes)18 versions - Latest release: about 1 year ago - 583 thousand downloads total - 686 stars on GitHub - 1 maintainer
Top 1.2% on gem.coop
99 versions - Latest release: 10 months ago - 1.02 million downloads total - 1,961 stars on GitHub - 1 maintainer
langchainrb 0.19.5 💰
Build LLM-backed Ruby applications with Ruby's Langchain.rb99 versions - Latest release: 10 months ago - 1.02 million downloads total - 1,961 stars on GitHub - 1 maintainer
Top 1.8% on gem.coop
9 versions - Latest release: about 1 year ago - 299 thousand downloads total - 53 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 - 299 thousand downloads total - 53 stars on GitHub - 1 maintainer
Top 1.3% on gem.coop
28 versions - Latest release: 10 days ago - 778 thousand downloads total - 84 stars on GitHub - 1 maintainer
lightgbm 0.4.4
High performance gradient boosting for Ruby28 versions - Latest release: 10 days ago - 778 thousand downloads total - 84 stars on GitHub - 1 maintainer
Top 1.6% on gem.coop
22 versions - Latest release: over 5 years ago - 399 thousand downloads total - 279 stars on GitHub - 2 maintainers
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 - 399 thousand downloads total - 279 stars on GitHub - 2 maintainers
Top 0.8% on gem.coop
12 versions - Latest release: 29 days ago - 2.37 million downloads total - 903 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 - 2.37 million downloads total - 903 stars on GitHub - 1 maintainer
Top 7.8% on gem.coop
13 versions - Latest release: over 8 years ago - 27.5 thousand downloads total - 1 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 - 27.5 thousand downloads total - 1 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-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-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
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-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
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-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-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-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
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-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-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 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-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 - 158 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 - 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 - 158 stars on GitHub - 1 maintainer
dspy-anthropic 1.0.2
Provides the AnthropicAdapter so Claude-compatible providers can be added to DSPy.rb projects ind...3 versions - Latest release: about 1 month ago - 1.21 thousand downloads total - 115 stars on GitHub - 1 maintainer
Top 2.8% on gem.coop
12 versions - Latest release: 29 days ago - 159 thousand downloads total - 903 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 - 159 thousand downloads total - 903 stars on GitHub - 1 maintainer
Top 2.8% on gem.coop
12 versions - Latest release: 29 days ago - 153 thousand downloads total - 903 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 - 153 thousand downloads total - 903 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 - 16.9 thousand downloads total - 3 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 - 16.8 thousand downloads total - 2 stars on GitHub - 1 maintainer
Top 2.8% on gem.coop
12 versions - Latest release: 29 days ago - 154 thousand downloads total - 892 stars on GitHub - 1 maintainer
rumale-decomposition 2.1.0
Rumale::Decomposition provides matrix decomposition algorithms, such as Principal Component Analy...12 versions - Latest release: 29 days ago - 154 thousand downloads total - 892 stars on GitHub - 1 maintainer
smalltext 0.1.0
Classify short texts with neural network1 version - Latest release: over 7 years ago - 9.96 thousand downloads total - 16 stars on GitHub - 1 maintainer
Top 2.8% on gem.coop
12 versions - Latest release: 29 days ago - 154 thousand downloads total - 892 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 - 154 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 - 6.53 thousand downloads total - 69 stars on GitHub - 1 maintainer
Top 6.0% on gem.coop
17 versions - Latest release: almost 8 years ago - 39 thousand downloads total - 20 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 - 39 thousand downloads total - 20 stars on GitHub - 1 maintainer
Top 2.8% on gem.coop
12 versions - Latest release: 29 days ago - 153 thousand downloads total - 892 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 - 153 thousand downloads total - 892 stars on GitHub - 1 maintainer
Top 8.9% on gem.coop
9 versions - Latest release: about 11 years ago - 22.8 thousand downloads total - 2 stars on GitHub - 1 maintainer
r_nlp 0.1.8 💰
nlp with ruby9 versions - Latest release: about 11 years ago - 22.8 thousand downloads total - 2 stars on GitHub - 1 maintainer
Top 2.5% on gem.coop
12 versions - Latest release: 29 days ago - 219 thousand downloads total - 892 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 - 219 thousand downloads total - 892 stars on GitHub - 1 maintainer
Top 2.7% on gem.coop
12 versions - Latest release: 29 days ago - 156 thousand downloads total - 892 stars on GitHub - 1 maintainer
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 - 156 thousand downloads total - 892 stars on GitHub - 1 maintainer
Top 2.8% on gem.coop
12 versions - Latest release: 29 days ago - 152 thousand downloads total - 892 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 - 152 thousand downloads total - 892 stars on GitHub - 1 maintainer
Top 4.6% on gem.coop
32 versions - Latest release: about 7 years ago - 56.9 thousand downloads total - 862 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 - 56.9 thousand downloads total - 862 stars on GitHub - 1 maintainer
decisiontree_n 0.4.1
ID3-based implementation of the M.L. Decision Tree algorithm1 version - Latest release: over 12 years ago - 4.51 thousand downloads total - 1,471 stars on GitHub - 1 maintainer
Top 2.8% on gem.coop
12 versions - Latest release: 29 days ago - 152 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 - 152 thousand downloads total - 892 stars on GitHub - 1 maintainer
Top 2.8% on gem.coop
12 versions - Latest release: 29 days ago - 152 thousand downloads total - 892 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 - 152 thousand downloads total - 892 stars on GitHub - 1 maintainer
Top 2.8% on gem.coop
12 versions - Latest release: 29 days ago - 153 thousand downloads total - 892 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 - 153 thousand downloads total - 892 stars on GitHub - 1 maintainer
Top 9.0% on gem.coop
13 versions - Latest release: 8 months ago - 22.6 thousand downloads total - 65 stars on GitHub - 1 maintainer
weka 0.9.0-java
A JRuby wrapper for the Weka library (http://www.cs.waikato.ac.nz/ml/weka/)13 versions - Latest release: 8 months ago - 22.6 thousand downloads total - 65 stars on GitHub - 1 maintainer
secryst 0.1.0
Seq2seq transformer for transliteration in Ruby.1 version - Latest release: over 5 years ago - 2.25 thousand downloads total - 7 stars on GitHub - 1 maintainer
Top 3.2% on gem.coop
19 versions - Latest release: about 8 years ago - 95.5 thousand downloads total - 69 stars on GitHub - 1 maintainer
scoruby 0.3.3
Ruby Scoring API for PMML.19 versions - Latest release: about 8 years ago - 95.5 thousand downloads total - 69 stars on GitHub - 1 maintainer
Top 2.7% on gem.coop
12 versions - Latest release: 29 days ago - 166 thousand 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 - 166 thousand downloads total - 892 stars on GitHub - 1 maintainer
Top 2.8% on gem.coop
12 versions - Latest release: 29 days ago - 152 thousand downloads total - 892 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 - 152 thousand downloads total - 892 stars on GitHub - 1 maintainer
Top 8.4% on gem.coop
14 versions - Latest release: 5 months ago - 26.8 thousand downloads total - 4 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
igrigorik-decisiontree 0.3.1
ID3-based implementation of the M.L. Decision Tree algorithm1 version - Latest release: over 11 years ago - 3.84 thousand downloads total - 1,468 stars on GitHub
pca 0.5.0
Principal Component Analysis (PCA). Uses GSL for calculations.5 versions - Latest release: about 9 years ago - 15.9 thousand downloads total - 26 stars on GitHub - 1 maintainer
Top 4.3% on gem.coop
25 versions - Latest release: over 1 year ago - 73.2 thousand downloads total - 56 stars on GitHub - 1 maintainer
weaviate-ruby 0.9.2
Ruby wrapper for the Weaviate.io API25 versions - Latest release: over 1 year ago - 73.2 thousand downloads total - 56 stars on GitHub - 1 maintainer
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 - 2.24 thousand downloads total - 7 stars on GitHub - 1 maintainer
Top 3.7% on gem.coop
11 versions - Latest release: 3 months ago - 107 thousand downloads total - 51 stars on GitHub - 1 maintainer
qdrant-ruby 0.9.10
Ruby wrapper for the Qdrant vector search database API11 versions - Latest release: 3 months ago - 107 thousand downloads total - 51 stars on GitHub - 1 maintainer
Top 2.8% on gem.coop
12 versions - Latest release: 29 days ago - 151 thousand downloads total - 892 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 - 151 thousand downloads total - 892 stars on GitHub - 1 maintainer
Top 3.2% on gem.coop
11 versions - Latest release: almost 7 years ago - 104 thousand downloads total - 82 stars on GitHub - 1 maintainer
liblinear-ruby 1.0.3
Ruby wrapper of LIBLINEAR using SWIG11 versions - Latest release: almost 7 years ago - 104 thousand downloads total - 82 stars on GitHub - 1 maintainer
Top 2.3% on gem.coop
12 versions - Latest release: 29 days ago - 210 thousand downloads total - 892 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 - 210 thousand downloads total - 892 stars on GitHub - 1 maintainer
Top 6.3% on gem.coop
21 versions - Latest release: 20 days ago - 38.1 thousand downloads total - 3 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 - 38.1 thousand downloads total - 3 stars on GitHub - 1 maintainer
Top 6.0% on gem.coop
23 versions - Latest release: 20 days ago - 40.8 thousand downloads total - 0 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 - 40.8 thousand downloads total - 0 stars on GitHub - 1 maintainer
Top 2.7% on gem.coop
12 versions - Latest release: 29 days ago - 155 thousand 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 - 155 thousand downloads total - 892 stars on GitHub - 1 maintainer
Top 2.2% on gem.coop
5 versions - Latest release: over 11 years ago - 189 thousand downloads total - 1,471 stars on GitHub - 1 maintainer
decisiontree 0.5.0
ID3-based implementation of the M.L. Decision Tree algorithm5 versions - Latest release: over 11 years ago - 189 thousand downloads total - 1,471 stars on GitHub - 1 maintainer
milvus 0.10.5
Ruby wrapper for the Milvus vector search database API10 versions - Latest release: 11 months ago - 28.4 thousand downloads total - 30 stars on GitHub - 1 maintainer
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ruby
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machine-learning
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ml
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artificial-intelligence
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data-science
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data-analysis
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agents
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agentic-ai
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ai
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baml
17
boundary-ml
17
dspy
17
llm
17
rails
17
ruby-ai
17
ruby-llm
17
sorbet
17
sorbet-baml
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sorbet-toon
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toon
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decision-tree
5
svm
4
vector-search
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libsvm
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embedding-vectors
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api-client
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classification
3
vector-search-engine
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liblinear
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transliteration
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transformer
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seq2seq
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rubynlp
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libtorch
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ruby-gem
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random-forest
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pmml
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nlp
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neural-network
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gbm
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gradient-boosted-models
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gradient-boosting-classifier
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naive-bayes
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modeling
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clustering
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classifier
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optimization
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jruby
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weka
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ai-agents
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python
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rumale
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pca
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principal-component-analysis
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bayesian-classifier
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kmeans-clustering
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machinelearning
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machine-learning-library
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svm-learning
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ruby-language-bindings
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ruby-bindings
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linear-regression
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gradient-descent
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evolution-strategies
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evolutionary-algorithm
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