| 1 | 4,057 | 3,355 | rumale-core | Rumale::Core provides base classes and utility functions for implementing
machine learn... |
| 2 | 4,124 | 3,912 | rumale-clustering | Rumale::Clustering provides cluster analysis algorithms,
such as K-Means, Gaussian Mixt... |
| 3 | 9,092 | 26,328 | annoy-rb | Annoy.rb provides Ruby bindings for the Annoy (Approximate Nearest Neighbors Oh Yeah). |
| 4 | 9,299 | 8,754 | rumale | Rumale is a machine learning library in Ruby.
Rumale provides machine learning algorith... |
| 5 | 10,573 | 10,130 | lbfgsb | Lbfgsb.rb is a Ruby binding for L-BFGS-B that is a limited-memory algorithm for
solving... |
| 6 | 10,687 | 5,247 | rumale-evaluation_measure | Rumale::EvaluationMeasure provides evaluation measures,
such as accuracy, precision, re... |
| 7 | 10,933 | 5,350 | rumale-linear_model | Rumale::LinearModel provides linear model algorithms,
such as Logistic Regression, Supp... |
| 8 | 11,611 | 3,033 | numo-narray-alt | Numo::NArray Alternative is a project forked from Numo::NArray.
The project aims to sup... |
| 9 | 12,091 | 8,430 | rumale-preprocessing | Rumale::Preprocessing provides preprocessing techniques,
such as L2 normalization, stan... |
| 10 | 12,445 | 8,807 | rumale-model_selection | Rumale::ModelSelection provides model validation techniques,
such as k-fold cross-valid... |
| 11 | 12,469 | 8,807 | rumale-ensemble | Rumale::Ensemble provides ensemble learning algorithms,
such as AdaBoost, Gradient Tree... |
| 12 | 12,494 | 8,876 | rumale-tree | Rumale::Tree provides classifier and regression based on decision tree algorithms with ... |
| 13 | 12,642 | 9,551 | mmh3 | A pure Ruby implementation of MurmurHash3 |
| 14 | 13,026 | 8,856 | rumale-decomposition | Rumale::Decomposition provides matrix decomposition algorithms,
such as Principal Compo... |
| 15 | 13,081 | 8,977 | rumale-manifold | Rumale::Manifold provides data embedding algorithms,
such as Multi-dimensional Scaling,... |
| 16 | 13,103 | 9,551 | rumale-pipeline | Rumale::Pipeline provides classes for chaining transformers and estimators with Rumale ... |
| 17 | 13,106 | 9,527 | rumale-neural_network | Rumale::NeuralNetwork provides classifiers and regression algorithms based on multi-lay... |
| 18 | 13,125 | 9,527 | rumale-feature_extraction | Rumale::FeatureExtraction provides feature extraction methods,
such as TF-IDF and featu... |
| 19 | 13,126 | 9,551 | rumale-naive_bayes | Rumale::NaiveBayes provides naive bayes models,
such as Gaussian Naive Bayes, Multinomi... |
| 20 | 13,127 | 9,551 | rumale-metric_learning | Rumale::MetricLearning provides metric learning algorithms,
such as Fisher Discriminant... |
| 21 | 13,141 | 9,475 | rumale-nearest_neighbors | Rumale::NearestNeighbors provides classifier and regression based on nearest neighbors ... |
| 22 | 13,156 | 9,618 | rumale-kernel_approximation | Rumale::KernelApproximation provides kernel approximation algorithms,
such as RBF featu... |
| 23 | 13,160 | 9,444 | rumale-kernel_machine | Rumale::KernelMachine provides kernel method-based algorithms,
such as Kernel Support V... |
| 24 | 17,097 | 9,167 | llama_cpp | llama_cpp.rb provides Ruby bindings for the llama.cpp. |
| 25 | 19,226 | 11,039 | hnswlib | Hnswlib.rb provides Ruby bindings for the Hnswlib. |
| 26 | 25,742 | 24,353 | svmkit | SVMKit is a machine learninig library in Ruby.
SVMKit provides machine learning algorit... |
| 27 | 30,356 | 19,335 | numo-liblinear | Numo::Liblinear is a Ruby gem binding to the LIBLINEAR library.
LIBLINEAR is one of the... |
| 28 | 30,810 | 5,807 | numo-optimize | Numo::Optimize provides functions for minimizing objective functions. |
| 29 | 31,940 | 18,956 | numo-libsvm | Numo::Libsvm is a Ruby gem binding to the LIBSVM library.
LIBSVM is one of the famous l... |
| 30 | 32,380 | 13,151 | numo-pocketfft | Numo::Pocketfft provides functions for descrete Fourier Transform based on pocketfft. |
| 31 | 37,220 | 25,255 | numo-openblas | Numo::OpenBLAS downloads and builds OpenBLAS during installation and
uses that as a bac... |
| 32 | 41,442 | 18,956 | rumale-svm | Rumale::SVM provides support vector machine algorithms using LIBSVM and LIBLINEAR with ... |
| 33 | 45,439 | 19,335 | magro | Magro is a minimal image processing library for Ruby.
Magro uses Numo::NArray arrays as... |
| 34 | 50,796 | 33,142 | suika | Suika is a Japanese morphological analyzer written in pure Ruby. |
| 35 | 51,569 | 39,648 | dartsclone | Darts-clone.rb provides Ruby bindings for the Darts-clone. |
| 36 | 62,215 | 20,608 | numo-tiny_linalg | Numo::TinyLinalg is a subset library from Numo::Linalg consisting only of methods used ... |
| 37 | 67,916 | 102,761 | mopti | Multivariate Optimization Library in Ruby.
Mopti supports Nelder-Mead simplex method an... |
| 38 | 69,516 | 39,648 | libsvmloader | LibSVMLoader is a class that loads (and dumps) dataset file with the libsvm file format... |
| 39 | 80,217 | 29,087 | numo-blis | Numo::BLIS downloads and builds BLIS during installation and
uses that as a background ... |
| 40 | 80,389 | 35,924 | randsvd | RandSVD is a class that performs truncated singular value decomposition using a randomi... |
| 41 | 91,226 | 21,074 | numo-linalg-alt | Numo::Linalg Alternative (numo-linalg-alt) is an alternative to Numo::Linalg.
Unlike Nu... |
| 42 | 101,800 | 50,800 | hanny | Hanny is a Hash-based Approximate Nearest Neighbor (ANN) search library in Ruby.
Hash-b... |
| 43 | 103,950 | 22,803 | numo-random | Numo::Random provides random number generation with several distributions for Numo::NAr... |
| 44 | 114,063 | 33,142 | numo-linalg-randsvd | Numo::Linalg.randsvd is a module function on Numo::Linalg for
truncated singular value ... |
| 45 | 126,752 | 44,354 | rumale-torch | Rumale::Torch provides the learning and inference by the neural network defined in torc... |
| 46 | 129,546 | 29,087 | gpt_neox_client | gpt_neox_client is a simple client for GPT-NeoX. |
| 47 | 166,690 | 50,800 | sentencepiece | sentencepiece.rb provides Ruby bindings for the SentencePiece,
an unsupervised text tok... |
| 48 | 110,575 | 47,292 | numo-linalg-autoloader | Numo::Linalg::Autoloader is a module that has a method
loading backend libraries automa... |
| 49 | 191,653 | 154,925 | autoreload_server | A simple web server for local development that provides an auto-reloading feature. It a... |
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