| 1 | 4,068 | 5,366 | rumale-core | Rumale::Core provides base classes and utility functions for implementing
machine learn... |
| 2 | 4,139 | 5,905 | rumale-clustering | Rumale::Clustering provides cluster analysis algorithms,
such as K-Means, Gaussian Mixt... |
| 3 | 9,175 | 14,033 | annoy-rb | Annoy.rb provides Ruby bindings for the Annoy (Approximate Nearest Neighbors Oh Yeah). |
| 4 | 9,261 | 6,378 | rumale | Rumale is a machine learning library in Ruby.
Rumale provides machine learning algorith... |
| 5 | 10,325 | 3,015 | numo-narray-alt | Numo::NArray Alternative is a project forked from Numo::NArray.
The project aims to sup... |
| 6 | 10,475 | 6,355 | rumale-evaluation_measure | Rumale::EvaluationMeasure provides evaluation measures,
such as accuracy, precision, re... |
| 7 | 10,525 | 6,803 | lbfgsb | Lbfgsb.rb is a Ruby binding for L-BFGS-B that is a limited-memory algorithm for
solving... |
| 8 | 10,776 | 6,355 | rumale-linear_model | Rumale::LinearModel provides linear model algorithms,
such as Logistic Regression, Supp... |
| 9 | 11,815 | 6,454 | rumale-preprocessing | Rumale::Preprocessing provides preprocessing techniques,
such as L2 normalization, stan... |
| 10 | 12,205 | 6,507 | rumale-model_selection | Rumale::ModelSelection provides model validation techniques,
such as k-fold cross-valid... |
| 11 | 12,230 | 6,471 | rumale-ensemble | Rumale::Ensemble provides ensemble learning algorithms,
such as AdaBoost, Gradient Tree... |
| 12 | 12,252 | 6,432 | rumale-tree | Rumale::Tree provides classifier and regression based on decision tree algorithms with ... |
| 13 | 12,431 | 6,887 | mmh3 | A pure Ruby implementation of MurmurHash3 |
| 14 | 12,682 | 6,938 | rumale-decomposition | Rumale::Decomposition provides matrix decomposition algorithms,
such as Principal Compo... |
| 15 | 12,740 | 7,030 | rumale-manifold | Rumale::Manifold provides data embedding algorithms,
such as Multi-dimensional Scaling,... |
| 16 | 12,838 | 7,072 | rumale-pipeline | Rumale::Pipeline provides classes for chaining transformers and estimators with Rumale ... |
| 17 | 12,854 | 7,311 | rumale-neural_network | Rumale::NeuralNetwork provides classifiers and regression algorithms based on multi-lay... |
| 18 | 12,874 | 7,290 | rumale-feature_extraction | Rumale::FeatureExtraction provides feature extraction methods,
such as TF-IDF and featu... |
| 19 | 12,877 | 7,311 | rumale-metric_learning | Rumale::MetricLearning provides metric learning algorithms,
such as Fisher Discriminant... |
| 20 | 12,878 | 7,341 | rumale-naive_bayes | Rumale::NaiveBayes provides naive bayes models,
such as Gaussian Naive Bayes, Multinomi... |
| 21 | 12,889 | 7,311 | rumale-nearest_neighbors | Rumale::NearestNeighbors provides classifier and regression based on nearest neighbors ... |
| 22 | 12,908 | 7,329 | rumale-kernel_approximation | Rumale::KernelApproximation provides kernel approximation algorithms,
such as RBF featu... |
| 23 | 12,917 | 7,356 | rumale-kernel_machine | Rumale::KernelMachine provides kernel method-based algorithms,
such as Kernel Support V... |
| 24 | 16,662 | 9,723 | llama_cpp | llama_cpp.rb provides Ruby bindings for the llama.cpp. |
| 25 | 18,779 | 8,590 | hnswlib | Hnswlib.rb provides Ruby bindings for the Hnswlib. |
| 26 | 25,852 | 79,325 | svmkit | SVMKit is a machine learninig library in Ruby.
SVMKit provides machine learning algorit... |
| 27 | 27,578 | 9,224 | numo-optimize | Numo::Optimize provides functions for minimizing objective functions. |
| 28 | 29,890 | 19,132 | numo-liblinear | Numo::Liblinear is a Ruby gem binding to the LIBLINEAR library.
LIBLINEAR is one of the... |
| 29 | 31,556 | 20,249 | numo-libsvm | Numo::Libsvm is a Ruby gem binding to the LIBSVM library.
LIBSVM is one of the famous l... |
| 30 | 31,841 | 18,766 | numo-pocketfft | Numo::Pocketfft provides functions for descrete Fourier Transform based on pocketfft. |
| 31 | 37,264 | 79,325 | numo-openblas | Numo::OpenBLAS downloads and builds OpenBLAS during installation and
uses that as a bac... |
| 32 | 40,741 | 20,679 | rumale-svm | Rumale::SVM provides support vector machine algorithms using LIBSVM and LIBLINEAR with ... |
| 33 | 44,852 | 24,802 | magro | Magro is a minimal image processing library for Ruby.
Magro uses Numo::NArray arrays as... |
| 34 | 50,157 | 65,175 | suika | Suika is a Japanese morphological analyzer written in pure Ruby. |
| 35 | 50,849 | 21,632 | dartsclone | Darts-clone.rb provides Ruby bindings for the Darts-clone. |
| 36 | 61,229 | 15,068 | numo-tiny_linalg | Numo::TinyLinalg is a subset library from Numo::Linalg consisting only of methods used ... |
| 37 | 68,094 | 45,232 | mopti | Multivariate Optimization Library in Ruby.
Mopti supports Nelder-Mead simplex method an... |
| 38 | 69,766 | 94,289 | libsvmloader | LibSVMLoader is a class that loads (and dumps) dataset file with the libsvm file format... |
| 39 | 80,212 | 79,325 | numo-blis | Numo::BLIS downloads and builds BLIS during installation and
uses that as a background ... |
| 40 | 80,605 | 94,289 | randsvd | RandSVD is a class that performs truncated singular value decomposition using a randomi... |
| 41 | 84,119 | 10,963 | numo-linalg-alt | Numo::Linalg Alternative (numo-linalg-alt) is an alternative to Numo::Linalg.
Unlike Nu... |
| 42 | 102,146 | 65,175 | hanny | Hanny is a Hash-based Approximate Nearest Neighbor (ANN) search library in Ruby.
Hash-b... |
| 43 | 102,881 | 29,738 | numo-random | Numo::Random provides random number generation with several distributions for Numo::NAr... |
| 44 | 113,666 | 94,289 | numo-linalg-randsvd | Numo::Linalg.randsvd is a module function on Numo::Linalg for
truncated singular value ... |
| 45 | 126,950 | 112,090 | rumale-torch | Rumale::Torch provides the learning and inference by the neural network defined in torc... |
| 46 | 126,977 | 79,325 | gpt_neox_client | gpt_neox_client is a simple client for GPT-NeoX. |
| 47 | 166,864 | 112,090 | 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 | 192,679 | 79,325 | autoreload_server | A simple web server for local development that provides an auto-reloading feature. It a... |
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