Yoshoku's Gems

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#Total RankDaily RankNameSummary
18,2662,093rumale-coreRumale::Core provides base classes and utility functions for implementing machine learn...
28,3112,094rumale-clusteringRumale::Clustering provides cluster analysis algorithms, such as K-Means, Gaussian Mixt...
39,5184,974annoy-rbAnnoy.rb provides Ruby bindings for the Annoy (Approximate Nearest Neighbors Oh Yeah).
411,5817,364rumaleRumale is a machine learning library in Ruby. Rumale provides machine learning algorith...
523,9219,572lbfgsbLbfgsb.rb is a Ruby binding for L-BFGS-B that is a limited-memory algorithm for solving...
624,89913,581svmkitSVMKit is a machine learninig library in Ruby. SVMKit provides machine learning algorit...
732,7549,747mmh3A pure Ruby implementation of MurmurHash3
837,85332,489numo-liblinearNumo::Liblinear is a Ruby gem binding to the LIBLINEAR library. LIBLINEAR is one of the...
940,38632,489numo-libsvmNumo::Libsvm is a Ruby gem binding to the LIBSVM library. LIBSVM is one of the famous l...
1044,68349,088numo-openblasNumo::OpenBLAS downloads and builds OpenBLAS during installation and uses that as a bac...
1145,1308,240rumale-evaluation_measureRumale::EvaluationMeasure provides evaluation measures, such as accuracy, precision, re...
1248,531143,384magroMagro is a minimal image processing library for Ruby. Magro uses Numo::NArray arrays as...
1349,5059,447rumale-preprocessingRumale::Preprocessing provides preprocessing techniques, such as L2 normalization, stan...
1450,3039,447rumale-linear_modelRumale::LinearModel provides linear model algorithms, such as Logistic Regression, Supp...
1550,4429,276rumale-model_selectionRumale::ModelSelection provides model validation techniques, such as k-fold cross-valid...
1650,4979,401rumale-treeRumale::Tree provides classifier and regression based on decision tree algorithms with ...
1750,70615,823llama_cppllama_cpp.rb provides Ruby bindings for the llama.cpp.
1850,7259,349rumale-ensembleRumale::Ensemble provides ensemble learning algorithms, such as AdaBoost, Gradient Tree...
1950,7819,401rumale-feature_extractionRumale::FeatureExtraction provides feature extraction methods, such as TF-IDF and featu...
2050,8269,401rumale-nearest_neighborsRumale::NearestNeighbors provides classifier and regression based on nearest neighbors ...
2150,8769,447rumale-decompositionRumale::Decomposition provides matrix decomposition algorithms, such as Principal Compo...
2250,9099,447rumale-naive_bayesRumale::NaiveBayes provides naive bayes models, such as Gaussian Naive Bayes, Multinomi...
2350,9279,401rumale-metric_learningRumale::MetricLearning provides metric learning algorithms, such as Fisher Discriminant...
2450,9549,447rumale-manifoldRumale::Manifold provides data embedding algorithms, such as Multi-dimensional Scaling,...
2550,9609,349rumale-pipelineRumale::Pipeline provides classes for chaining transformers and estimators with Rumale ...
2650,9929,349rumale-kernel_machineRumale::KernelMachine provides kernel method-based algorithms, such as Kernel Support V...
2751,0049,447rumale-neural_networkRumale::NeuralNetwork provides classifiers and regression algorithms based on multi-lay...
2851,0139,447rumale-kernel_approximationRumale::KernelApproximation provides kernel approximation algorithms, such as RBF featu...
2954,93932,489hnswlibHnswlib.rb provides Ruby bindings for the Hnswlib.
3057,20941,377numo-pocketfftNumo::Pocketfft provides functions for descrete Fourier Transform based on pocketfft.
3159,84518,177rumale-svmRumale::SVM provides support vector machine algorithms using LIBSVM and LIBLINEAR with ...
3260,80222,826suikaSuika is a Japanese morphological analyzer written in pure Ruby.
3362,33149,088dartscloneDarts-clone.rb provides Ruby bindings for the Darts-clone.
3469,246143,384libsvmloaderLibSVMLoader is a class that loads (and dumps) dataset file with the libsvm file format...
3570,436143,384moptiMultivariate Optimization Library in Ruby. Mopti supports Nelder-Mead simplex method an...
3684,04829,669randsvdRandSVD is a class that performs truncated singular value decomposition using a randomi...
37107,17732,489hannyHanny is a Hash-based Approximate Nearest Neighbor (ANN) search library in Ruby. Hash-b...
38109,700143,384numo-blisNumo::BLIS downloads and builds BLIS during installation and uses that as a background ...
39123,53341,377numo-tiny_linalgNumo::TinyLinalg is a subset library from Numo::Linalg consisting only of methods used ...
40158,36041,377rumale-torchRumale::Torch provides the learning and inference by the neural network defined in torc...
41158,570143,384numo-randomNumo::Random provides random number generation with several distributions for Numo::NAr...
42110,57547,292numo-linalg-autoloaderNumo::Linalg::Autoloader is a module that has a method loading backend libraries automa...
43165,746143,384numo-linalg-randsvdNumo::Linalg.randsvd is a module function on Numo::Linalg for truncated singular value ...
44175,38941,377sentencepiecesentencepiece.rb provides Ruby bindings for the SentencePiece, an unsupervised text tok...
45175,63649,088gpt_neox_clientgpt_neox_client is a simple client for GPT-NeoX.