Yoshoku's Gems

#	Total Rank	Daily Rank	Name	Summary
1	4,120	3,457	rumale-core	Rumale::Core provides base classes and utility functions for implementing machine learn...
2	4,182	3,876	rumale-clustering	Rumale::Clustering provides cluster analysis algorithms, such as K-Means, Gaussian Mixt...
3	8,737	19,626	annoy-rb	Annoy.rb provides Ruby bindings for the Annoy (Approximate Nearest Neighbors Oh Yeah).
4	9,270	8,156	rumale	Rumale is a machine learning library in Ruby. Rumale provides machine learning algorith...
5	10,550	5,871	lbfgsb	Lbfgsb.rb is a Ruby binding for L-BFGS-B that is a limited-memory algorithm for solving...
6	11,246	5,417	rumale-evaluation_measure	Rumale::EvaluationMeasure provides evaluation measures, such as accuracy, precision, re...
7	11,482	5,425	rumale-linear_model	Rumale::LinearModel provides linear model algorithms, such as Logistic Regression, Supp...
8	12,811	5,906	rumale-preprocessing	Rumale::Preprocessing provides preprocessing techniques, such as L2 normalization, stan...
9	13,130	9,571	mmh3	A pure Ruby implementation of MurmurHash3
10	13,227	5,956	rumale-model_selection	Rumale::ModelSelection provides model validation techniques, such as k-fold cross-valid...
11	13,246	5,956	rumale-ensemble	Rumale::Ensemble provides ensemble learning algorithms, such as AdaBoost, Gradient Tree...
12	13,267	5,952	rumale-tree	Rumale::Tree provides classifier and regression based on decision tree algorithms with ...
13	13,720	9,490	rumale-decomposition	Rumale::Decomposition provides matrix decomposition algorithms, such as Principal Compo...
14	13,736	9,571	rumale-neural_network	Rumale::NeuralNetwork provides classifiers and regression algorithms based on multi-lay...
15	13,746	9,422	rumale-pipeline	Rumale::Pipeline provides classes for chaining transformers and estimators with Rumale ...
16	13,761	9,619	rumale-metric_learning	Rumale::MetricLearning provides metric learning algorithms, such as Fisher Discriminant...
17	13,763	9,361	rumale-feature_extraction	Rumale::FeatureExtraction provides feature extraction methods, such as TF-IDF and featu...
18	13,765	9,571	rumale-naive_bayes	Rumale::NaiveBayes provides naive bayes models, such as Gaussian Naive Bayes, Multinomi...
19	13,776	9,458	rumale-manifold	Rumale::Manifold provides data embedding algorithms, such as Multi-dimensional Scaling,...
20	13,780	9,571	rumale-nearest_neighbors	Rumale::NearestNeighbors provides classifier and regression based on nearest neighbors ...
21	13,798	9,490	rumale-kernel_approximation	Rumale::KernelApproximation provides kernel approximation algorithms, such as RBF featu...
22	13,814	9,571	rumale-kernel_machine	Rumale::KernelMachine provides kernel method-based algorithms, such as Kernel Support V...
23	18,647	9,885	llama_cpp	llama_cpp.rb provides Ruby bindings for the llama.cpp.
24	20,342	7,809	hnswlib	Hnswlib.rb provides Ruby bindings for the Hnswlib.
25	21,621	5,350	numo-narray-alt	Numo::NArray Alternative is a project forked from Numo::NArray. The project aims to sup...
26	25,594	22,624	svmkit	SVMKit is a machine learninig library in Ruby. SVMKit provides machine learning algorit...
27	32,156	20,228	numo-liblinear	Numo::Liblinear is a Ruby gem binding to the LIBLINEAR library. LIBLINEAR is one of the...
28	33,300	46,395	numo-pocketfft	Numo::Pocketfft provides functions for descrete Fourier Transform based on pocketfft.
29	33,817	46,395	numo-libsvm	Numo::Libsvm is a Ruby gem binding to the LIBSVM library. LIBSVM is one of the famous l...
30	39,218	33,145	numo-openblas	Numo::OpenBLAS downloads and builds OpenBLAS during installation and uses that as a bac...
31	43,927	27,121	rumale-svm	Rumale::SVM provides support vector machine algorithms using LIBSVM and LIBLINEAR with ...
32	45,990	27,121	magro	Magro is a minimal image processing library for Ruby. Magro uses Numo::NArray arrays as...
33	52,215	29,669	suika	Suika is a Japanese morphological analyzer written in pure Ruby.
34	52,922	29,669	dartsclone	Darts-clone.rb provides Ruby bindings for the Darts-clone.
35	54,260	9,762	numo-optimize	Numo::Optimize provides functions for minimizing objective functions.
36	67,650	59,666	numo-tiny_linalg	Numo::TinyLinalg is a subset library from Numo::Linalg consisting only of methods used ...
37	67,784	33,145	mopti	Multivariate Optimization Library in Ruby. Mopti supports Nelder-Mead simplex method an...
38	69,398	59,666	libsvmloader	LibSVMLoader is a class that loads (and dumps) dataset file with the libsvm file format...
39	80,587	82,222	randsvd	RandSVD is a class that performs truncated singular value decomposition using a randomi...
40	85,128	27,121	numo-blis	Numo::BLIS downloads and builds BLIS during installation and uses that as a background ...
41	103,209	123,214	hanny	Hanny is a Hash-based Approximate Nearest Neighbor (ANN) search library in Ruby. Hash-b...
42	118,006	59,666	numo-random	Numo::Random provides random number generation with several distributions for Numo::NAr...
43	127,454	123,214	numo-linalg-randsvd	Numo::Linalg.randsvd is a module function on Numo::Linalg for truncated singular value ...
44	128,439	20,896	numo-linalg-alt	Numo::Linalg Alternative (numo-linalg-alt) is an alternative to Numo::Linalg. Unlike Nu...
45	130,508	59,666	rumale-torch	Rumale::Torch provides the learning and inference by the neural network defined in torc...
46	161,134	82,222	gpt_neox_client	gpt_neox_client is a simple client for GPT-NeoX.
47	171,287	82,222	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	189,385	59,666	autoreload_server	A simple web server for local development that provides an auto-reloading feature. It a...