Yoshoku's Gems

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#Total RankDaily RankNameSummary
14,2334,161rumale-coreRumale::Core provides base classes and utility functions for implementing machine learn...
24,2774,377rumale-clusteringRumale::Clustering provides cluster analysis algorithms, such as K-Means, Gaussian Mixt...
38,63410,115annoy-rbAnnoy.rb provides Ruby bindings for the Annoy (Approximate Nearest Neighbors Oh Yeah).
49,6473,874rumaleRumale is a machine learning library in Ruby. Rumale provides machine learning algorith...
511,2743,887lbfgsbLbfgsb.rb is a Ruby binding for L-BFGS-B that is a limited-memory algorithm for solving...
613,1935,295rumale-evaluation_measureRumale::EvaluationMeasure provides evaluation measures, such as accuracy, precision, re...
713,4405,481rumale-linear_modelRumale::LinearModel provides linear model algorithms, such as Logistic Regression, Supp...
814,8195,838mmh3A pure Ruby implementation of MurmurHash3
915,5955,381rumale-preprocessingRumale::Preprocessing provides preprocessing techniques, such as L2 normalization, stan...
1015,8865,905rumale-model_selectionRumale::ModelSelection provides model validation techniques, such as k-fold cross-valid...
1115,9135,858rumale-treeRumale::Tree provides classifier and regression based on decision tree algorithms with ...
1215,9245,883rumale-ensembleRumale::Ensemble provides ensemble learning algorithms, such as AdaBoost, Gradient Tree...
1316,0286,085rumale-neural_networkRumale::NeuralNetwork provides classifiers and regression algorithms based on multi-lay...
1416,0395,451rumale-decompositionRumale::Decomposition provides matrix decomposition algorithms, such as Principal Compo...
1516,0405,949rumale-pipelineRumale::Pipeline provides classes for chaining transformers and estimators with Rumale ...
1616,0486,048rumale-metric_learningRumale::MetricLearning provides metric learning algorithms, such as Fisher Discriminant...
1716,0545,976rumale-naive_bayesRumale::NaiveBayes provides naive bayes models, such as Gaussian Naive Bayes, Multinomi...
1816,0605,540rumale-nearest_neighborsRumale::NearestNeighbors provides classifier and regression based on nearest neighbors ...
1916,0646,023rumale-feature_extractionRumale::FeatureExtraction provides feature extraction methods, such as TF-IDF and featu...
2016,0705,905rumale-kernel_approximationRumale::KernelApproximation provides kernel approximation algorithms, such as RBF featu...
2116,0776,000rumale-manifoldRumale::Manifold provides data embedding algorithms, such as Multi-dimensional Scaling,...
2216,0876,000rumale-kernel_machineRumale::KernelMachine provides kernel method-based algorithms, such as Kernel Support V...
2322,3917,309llama_cppllama_cpp.rb provides Ruby bindings for the llama.cpp.
2424,7929,115hnswlibHnswlib.rb provides Ruby bindings for the Hnswlib.
2525,36327,823svmkitSVMKit is a machine learninig library in Ruby. SVMKit provides machine learning algorit...
2633,85927,823numo-liblinearNumo::Liblinear is a Ruby gem binding to the LIBLINEAR library. LIBLINEAR is one of the...
2735,66316,878numo-libsvmNumo::Libsvm is a Ruby gem binding to the LIBSVM library. LIBSVM is one of the famous l...
2836,95418,241numo-pocketfftNumo::Pocketfft provides functions for descrete Fourier Transform based on pocketfft.
2941,15814,184numo-openblasNumo::OpenBLAS downloads and builds OpenBLAS during installation and uses that as a bac...
3047,24947,572magroMagro is a minimal image processing library for Ruby. Magro uses Numo::NArray arrays as...
3148,19154,163rumale-svmRumale::SVM provides support vector machine algorithms using LIBSVM and LIBLINEAR with ...
3254,20931,699suikaSuika is a Japanese morphological analyzer written in pure Ruby.
3355,10713,037dartscloneDarts-clone.rb provides Ruby bindings for the Darts-clone.
3469,53661,378libsvmloaderLibSVMLoader is a class that loads (and dumps) dataset file with the libsvm file format...
3569,89941,573moptiMultivariate Optimization Library in Ruby. Mopti supports Nelder-Mead simplex method an...
3683,02621,990randsvdRandSVD is a class that performs truncated singular value decomposition using a randomi...
3790,3577,647numo-tiny_linalgNumo::TinyLinalg is a subset library from Numo::Linalg consisting only of methods used ...
3898,64627,823numo-blisNumo::BLIS downloads and builds BLIS during installation and uses that as a background ...
39106,24641,573hannyHanny is a Hash-based Approximate Nearest Neighbor (ANN) search library in Ruby. Hash-b...
40145,88524,586numo-randomNumo::Random provides random number generation with several distributions for Numo::NAr...
41151,29641,573rumale-torchRumale::Torch provides the learning and inference by the neural network defined in torc...
42157,11236,242numo-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...
44176,86889,132gpt_neox_clientgpt_neox_client is a simple client for GPT-NeoX.
45177,45089,132sentencepiecesentencepiece.rb provides Ruby bindings for the SentencePiece, an unsupervised text tok...