Yoshoku's Gems

#	Total Rank	Daily Rank	Name	Summary
1	4,199	3,311	rumale-core	Rumale::Core provides base classes and utility functions for implementing machine learn...
2	4,245	3,333	rumale-clustering	Rumale::Clustering provides cluster analysis algorithms, such as K-Means, Gaussian Mixt...
3	8,695	5,628	annoy-rb	Annoy.rb provides Ruby bindings for the Annoy (Approximate Nearest Neighbors Oh Yeah).
4	9,434	6,612	rumale	Rumale is a machine learning library in Ruby. Rumale provides machine learning algorith...
5	10,839	7,880	lbfgsb	Lbfgsb.rb is a Ruby binding for L-BFGS-B that is a limited-memory algorithm for solving...
6	12,366	7,880	rumale-evaluation_measure	Rumale::EvaluationMeasure provides evaluation measures, such as accuracy, precision, re...
7	12,606	8,119	rumale-linear_model	Rumale::LinearModel provides linear model algorithms, such as Logistic Regression, Supp...
8	13,985	7,591	mmh3	A pure Ruby implementation of MurmurHash3
9	14,473	7,748	rumale-preprocessing	Rumale::Preprocessing provides preprocessing techniques, such as L2 normalization, stan...
10	14,759	7,748	rumale-model_selection	Rumale::ModelSelection provides model validation techniques, such as k-fold cross-valid...
11	14,790	8,058	rumale-ensemble	Rumale::Ensemble provides ensemble learning algorithms, such as AdaBoost, Gradient Tree...
12	14,800	7,990	rumale-tree	Rumale::Tree provides classifier and regression based on decision tree algorithms with ...
13	14,927	7,990	rumale-neural_network	Rumale::NeuralNetwork provides classifiers and regression algorithms based on multi-lay...
14	14,936	8,145	rumale-decomposition	Rumale::Decomposition provides matrix decomposition algorithms, such as Principal Compo...
15	14,952	8,295	rumale-pipeline	Rumale::Pipeline provides classes for chaining transformers and estimators with Rumale ...
16	14,966	8,256	rumale-metric_learning	Rumale::MetricLearning provides metric learning algorithms, such as Fisher Discriminant...
17	14,969	8,119	rumale-naive_bayes	Rumale::NaiveBayes provides naive bayes models, such as Gaussian Naive Bayes, Multinomi...
18	14,976	7,990	rumale-feature_extraction	Rumale::FeatureExtraction provides feature extraction methods, such as TF-IDF and featu...
19	14,980	8,189	rumale-nearest_neighbors	Rumale::NearestNeighbors provides classifier and regression based on nearest neighbors ...
20	14,991	8,295	rumale-kernel_approximation	Rumale::KernelApproximation provides kernel approximation algorithms, such as RBF featu...
21	14,994	8,382	rumale-manifold	Rumale::Manifold provides data embedding algorithms, such as Multi-dimensional Scaling,...
22	15,002	8,256	rumale-kernel_machine	Rumale::KernelMachine provides kernel method-based algorithms, such as Kernel Support V...
23	20,709	5,375	llama_cpp	llama_cpp.rb provides Ruby bindings for the llama.cpp.
24	23,047	10,923	hnswlib	Hnswlib.rb provides Ruby bindings for the Hnswlib.
25	25,445	130,231	svmkit	SVMKit is a machine learninig library in Ruby. SVMKit provides machine learning algorit...
26	33,092	21,777	numo-liblinear	Numo::Liblinear is a Ruby gem binding to the LIBLINEAR library. LIBLINEAR is one of the...
27	34,834	17,822	numo-libsvm	Numo::Libsvm is a Ruby gem binding to the LIBSVM library. LIBSVM is one of the famous l...
28	34,959	17,822	numo-pocketfft	Numo::Pocketfft provides functions for descrete Fourier Transform based on pocketfft.
29	40,550	86,396	numo-openblas	Numo::OpenBLAS downloads and builds OpenBLAS during installation and uses that as a bac...
30	46,121	24,837	rumale-svm	Rumale::SVM provides support vector machine algorithms using LIBSVM and LIBLINEAR with ...
31	46,407	18,907	magro	Magro is a minimal image processing library for Ruby. Magro uses Numo::NArray arrays as...
32	53,568	130,231	suika	Suika is a Japanese morphological analyzer written in pure Ruby.
33	54,547	24,837	dartsclone	Darts-clone.rb provides Ruby bindings for the Darts-clone.
34	68,642	31,542	mopti	Multivariate Optimization Library in Ruby. Mopti supports Nelder-Mead simplex method an...
35	69,226	36,933	libsvmloader	LibSVMLoader is a class that loads (and dumps) dataset file with the libsvm file format...
36	81,266	51,074	numo-tiny_linalg	Numo::TinyLinalg is a subset library from Numo::Linalg consisting only of methods used ...
37	81,511	86,396	randsvd	RandSVD is a class that performs truncated singular value decomposition using a randomi...
38	90,911	51,074	numo-blis	Numo::BLIS downloads and builds BLIS during installation and uses that as a background ...
39	105,252	45,150	hanny	Hanny is a Hash-based Approximate Nearest Neighbor (ANN) search library in Ruby. Hash-b...
40	133,251	45,150	numo-random	Numo::Random provides random number generation with several distributions for Numo::NAr...
41	138,074	12,816	numo-narray-alt	Numo::NArray Alternative is an experimental project forked from Numo::NArray.
42	140,255	51,074	rumale-torch	Rumale::Torch provides the learning and inference by the neural network defined in torc...
43	146,109	26,183	numo-linalg-randsvd	Numo::Linalg.randsvd is a module function on Numo::Linalg for truncated singular value ...
44	110,575	47,292	numo-linalg-autoloader	Numo::Linalg::Autoloader is a module that has a method loading backend libraries automa...
45	175,464	31,542	numo-optimize	Numo::Optimize provides functions for minimizing objective functions.
46	176,012	111,315	gpt_neox_client	gpt_neox_client is a simple client for GPT-NeoX.
47	177,125	149,286	sentencepiece	sentencepiece.rb provides Ruby bindings for the SentencePiece, an unsupervised text tok...
48	181,024	27,721	numo-linalg-alt	Numo::Linalg Alternative (numo-linalg-alt) is an alternative to Numo::Linalg. Unlike Nu...
49	187,030	69,839	autoreload_server	A simple web server for local development that provides an auto-reloading feature. It a...