Yoshoku's Gems

#	Total Rank	Daily Rank	Name	Summary
1	4,059	5,293	rumale-core	Rumale::Core provides base classes and utility functions for implementing machine learn...
2	4,136	5,951	rumale-clustering	Rumale::Clustering provides cluster analysis algorithms, such as K-Means, Gaussian Mixt...
3	9,132	19,378	annoy-rb	Annoy.rb provides Ruby bindings for the Annoy (Approximate Nearest Neighbors Oh Yeah).
4	9,296	7,125	rumale	Rumale is a machine learning library in Ruby. Rumale provides machine learning algorith...
5	10,555	8,698	lbfgsb	Lbfgsb.rb is a Ruby binding for L-BFGS-B that is a limited-memory algorithm for solving...
6	10,594	6,654	rumale-evaluation_measure	Rumale::EvaluationMeasure provides evaluation measures, such as accuracy, precision, re...
7	10,875	7,260	rumale-linear_model	Rumale::LinearModel provides linear model algorithms, such as Logistic Regression, Supp...
8	10,940	4,037	numo-narray-alt	Numo::NArray Alternative is a project forked from Numo::NArray. The project aims to sup...
9	11,968	7,240	rumale-preprocessing	Rumale::Preprocessing provides preprocessing techniques, such as L2 normalization, stan...
10	12,352	7,571	rumale-model_selection	Rumale::ModelSelection provides model validation techniques, such as k-fold cross-valid...
11	12,371	7,516	rumale-ensemble	Rumale::Ensemble provides ensemble learning algorithms, such as AdaBoost, Gradient Tree...
12	12,386	7,602	rumale-tree	Rumale::Tree provides classifier and regression based on decision tree algorithms with ...
13	12,557	8,698	mmh3	A pure Ruby implementation of MurmurHash3
14	12,872	8,599	rumale-decomposition	Rumale::Decomposition provides matrix decomposition algorithms, such as Principal Compo...
15	12,934	8,739	rumale-manifold	Rumale::Manifold provides data embedding algorithms, such as Multi-dimensional Scaling,...
16	13,003	8,854	rumale-pipeline	Rumale::Pipeline provides classes for chaining transformers and estimators with Rumale ...
17	13,010	8,960	rumale-neural_network	Rumale::NeuralNetwork provides classifiers and regression algorithms based on multi-lay...
18	13,028	8,599	rumale-feature_extraction	Rumale::FeatureExtraction provides feature extraction methods, such as TF-IDF and featu...
19	13,031	8,960	rumale-naive_bayes	Rumale::NaiveBayes provides naive bayes models, such as Gaussian Naive Bayes, Multinomi...
20	13,033	8,899	rumale-metric_learning	Rumale::MetricLearning provides metric learning algorithms, such as Fisher Discriminant...
21	13,041	8,698	rumale-nearest_neighbors	Rumale::NearestNeighbors provides classifier and regression based on nearest neighbors ...
22	13,062	8,960	rumale-kernel_approximation	Rumale::KernelApproximation provides kernel approximation algorithms, such as RBF featu...
23	13,069	8,854	rumale-kernel_machine	Rumale::KernelMachine provides kernel method-based algorithms, such as Kernel Support V...
24	16,836	7,260	llama_cpp	llama_cpp.rb provides Ruby bindings for the llama.cpp.
25	18,956	11,512	hnswlib	Hnswlib.rb provides Ruby bindings for the Hnswlib.
26	25,773	25,069	svmkit	SVMKit is a machine learninig library in Ruby. SVMKit provides machine learning algorit...
27	29,415	9,831	numo-optimize	Numo::Optimize provides functions for minimizing objective functions.
28	30,170	13,217	numo-liblinear	Numo::Liblinear is a Ruby gem binding to the LIBLINEAR library. LIBLINEAR is one of the...
29	31,758	19,378	numo-libsvm	Numo::Libsvm is a Ruby gem binding to the LIBSVM library. LIBSVM is one of the famous l...
30	32,128	11,512	numo-pocketfft	Numo::Pocketfft provides functions for descrete Fourier Transform based on pocketfft.
31	37,185	19,378	numo-openblas	Numo::OpenBLAS downloads and builds OpenBLAS during installation and uses that as a bac...
32	41,089	20,693	rumale-svm	Rumale::SVM provides support vector machine algorithms using LIBSVM and LIBLINEAR with ...
33	45,171	14,333	magro	Magro is a minimal image processing library for Ruby. Magro uses Numo::NArray arrays as...
34	50,766	22,527	suika	Suika is a Japanese morphological analyzer written in pure Ruby.
35	51,476	22,527	dartsclone	Darts-clone.rb provides Ruby bindings for the Darts-clone.
36	61,885	30,638	numo-tiny_linalg	Numo::TinyLinalg is a subset library from Numo::Linalg consisting only of methods used ...
37	67,987	20,693	mopti	Multivariate Optimization Library in Ruby. Mopti supports Nelder-Mead simplex method an...
38	69,601	51,088	libsvmloader	LibSVMLoader is a class that loads (and dumps) dataset file with the libsvm file format...
39	80,182	30,638	numo-blis	Numo::BLIS downloads and builds BLIS during installation and uses that as a background ...
40	80,467	51,088	randsvd	RandSVD is a class that performs truncated singular value decomposition using a randomi...
41	87,962	25,069	numo-linalg-alt	Numo::Linalg Alternative (numo-linalg-alt) is an alternative to Numo::Linalg. Unlike Nu...
42	101,997	30,638	hanny	Hanny is a Hash-based Approximate Nearest Neighbor (ANN) search library in Ruby. Hash-b...
43	103,221	22,527	numo-random	Numo::Random provides random number generation with several distributions for Numo::NAr...
44	113,550	51,088	numo-linalg-randsvd	Numo::Linalg.randsvd is a module function on Numo::Linalg for truncated singular value ...
45	126,646	51,088	rumale-torch	Rumale::Torch provides the learning and inference by the neural network defined in torc...
46	128,370	16,910	gpt_neox_client	gpt_neox_client is a simple client for GPT-NeoX.
47	166,472	51,088	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	192,171	30,638	autoreload_server	A simple web server for local development that provides an auto-reloading feature. It a...