Yoshoku's Gems

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#Total RankDaily RankNameSummary
14,2222,472rumale-coreRumale::Core provides base classes and utility functions for implementing machine learn...
24,2632,490rumale-clusteringRumale::Clustering provides cluster analysis algorithms, such as K-Means, Gaussian Mixt...
38,65810,126annoy-rbAnnoy.rb provides Ruby bindings for the Annoy (Approximate Nearest Neighbors Oh Yeah).
49,5614,713rumaleRumale is a machine learning library in Ruby. Rumale provides machine learning algorith...
511,0545,091lbfgsbLbfgsb.rb is a Ruby binding for L-BFGS-B that is a limited-memory algorithm for solving...
612,8505,258rumale-evaluation_measureRumale::EvaluationMeasure provides evaluation measures, such as accuracy, precision, re...
713,0635,345rumale-linear_modelRumale::LinearModel provides linear model algorithms, such as Logistic Regression, Supp...
814,3905,388mmh3A pure Ruby implementation of MurmurHash3
915,0815,156rumale-preprocessingRumale::Preprocessing provides preprocessing techniques, such as L2 normalization, stan...
1015,3615,374rumale-model_selectionRumale::ModelSelection provides model validation techniques, such as k-fold cross-valid...
1115,3905,329rumale-treeRumale::Tree provides classifier and regression based on decision tree algorithms with ...
1215,3995,417rumale-ensembleRumale::Ensemble provides ensemble learning algorithms, such as AdaBoost, Gradient Tree...
1315,5115,348rumale-neural_networkRumale::NeuralNetwork provides classifiers and regression algorithms based on multi-lay...
1415,5175,345rumale-decompositionRumale::Decomposition provides matrix decomposition algorithms, such as Principal Compo...
1515,5245,388rumale-pipelineRumale::Pipeline provides classes for chaining transformers and estimators with Rumale ...
1615,5355,357rumale-metric_learningRumale::MetricLearning provides metric learning algorithms, such as Fisher Discriminant...
1715,5375,323rumale-naive_bayesRumale::NaiveBayes provides naive bayes models, such as Gaussian Naive Bayes, Multinomi...
1815,5415,374rumale-nearest_neighborsRumale::NearestNeighbors provides classifier and regression based on nearest neighbors ...
1915,5495,357rumale-feature_extractionRumale::FeatureExtraction provides feature extraction methods, such as TF-IDF and featu...
2015,5525,370rumale-kernel_approximationRumale::KernelApproximation provides kernel approximation algorithms, such as RBF featu...
2115,5615,417rumale-manifoldRumale::Manifold provides data embedding algorithms, such as Multi-dimensional Scaling,...
2215,5635,374rumale-kernel_machineRumale::KernelMachine provides kernel method-based algorithms, such as Kernel Support V...
2321,7808,295llama_cppllama_cpp.rb provides Ruby bindings for the llama.cpp.
2424,22110,389hnswlibHnswlib.rb provides Ruby bindings for the Hnswlib.
2525,42625,075svmkitSVMKit is a machine learninig library in Ruby. SVMKit provides machine learning algorit...
2633,72016,487numo-liblinearNumo::Liblinear is a Ruby gem binding to the LIBLINEAR library. LIBLINEAR is one of the...
2735,54522,377numo-libsvmNumo::Libsvm is a Ruby gem binding to the LIBSVM library. LIBSVM is one of the famous l...
2836,42223,194numo-pocketfftNumo::Pocketfft provides functions for descrete Fourier Transform based on pocketfft.
2941,01933,396numo-openblasNumo::OpenBLAS downloads and builds OpenBLAS during installation and uses that as a bac...
3046,97122,377magroMagro is a minimal image processing library for Ruby. Magro uses Numo::NArray arrays as...
3147,64722,377rumale-svmRumale::SVM provides support vector machine algorithms using LIBSVM and LIBLINEAR with ...
3254,02931,695suikaSuika is a Japanese morphological analyzer written in pure Ruby.
3354,82320,947dartscloneDarts-clone.rb provides Ruby bindings for the Darts-clone.
3469,42537,202libsvmloaderLibSVMLoader is a class that loads (and dumps) dataset file with the libsvm file format...
3569,71364,278moptiMultivariate Optimization Library in Ruby. Mopti supports Nelder-Mead simplex method an...
3682,49952,325randsvdRandSVD is a class that performs truncated singular value decomposition using a randomi...
3787,12926,201numo-tiny_linalgNumo::TinyLinalg is a subset library from Numo::Linalg consisting only of methods used ...
3895,64731,695numo-blisNumo::BLIS downloads and builds BLIS during installation and uses that as a background ...
39105,89259,807hannyHanny is a Hash-based Approximate Nearest Neighbor (ANN) search library in Ruby. Hash-b...
40142,11164,278numo-randomNumo::Random provides random number generation with several distributions for Numo::NAr...
41147,58964,278rumale-torchRumale::Torch provides the learning and inference by the neural network defined in torc...
42154,01364,278numo-linalg-randsvdNumo::Linalg.randsvd is a module function on Numo::Linalg for truncated singular value ...
43110,57547,292numo-linalg-autoloaderNumo::Linalg::Autoloader is a module that has a method loading backend libraries automa...
44176,68859,807gpt_neox_clientgpt_neox_client is a simple client for GPT-NeoX.
45177,44390,788sentencepiecesentencepiece.rb provides Ruby bindings for the SentencePiece, an unsupervised text tok...
46179,25118,167numo-narray-altNumo::NArray Alternative is an experimental project forked from Numo::NArray.
47186,888131,986autoreload_serverA simple web server for local development that provides an auto-reloading feature. It a...