@thi.ng/vectors

Optimized 2d/3d/4d and arbitrary length vector operations, support for memory mapping/layouts

v7.12.9 URL: https://unpkg.com/@thi.ng/vectors@7.12.9/index.js

sklearn

Use Python's #1 machine learning library from Node.js

v0.4.0 URL: https://unpkg.com/sklearn@0.4.0/index.js

scikit learn sklearn machine learning ml ai SelectorMixin CalibratedClassifierCV AffinityPropagation AgglomerativeClustering Birch DBSCAN FeatureAgglomeration KMeans BisectingKMeans MiniBatchKMeans MeanShift OPTICS SpectralClustering SpectralBiclustering SpectralCoclustering ColumnTransformer TransformedTargetRegressor EmpiricalCovariance EllipticEnvelope GraphicalLasso GraphicalLassoCV LedoitWolf MinCovDet OAS ShrunkCovariance CCA PLSCanonical PLSRegression PLSSVD DictionaryLearning FactorAnalysis FastICA IncrementalPCA KernelPCA LatentDirichletAllocation MiniBatchDictionaryLearning MiniBatchSparsePCA NMF MiniBatchNMF PCA SparsePCA SparseCoder TruncatedSVD LinearDiscriminantAnalysis QuadraticDiscriminantAnalysis DummyClassifier DummyRegressor AdaBoostClassifier AdaBoostRegressor BaggingClassifier BaggingRegressor ExtraTreesClassifier ExtraTreesRegressor GradientBoostingClassifier GradientBoostingRegressor IsolationForest RandomForestClassifier RandomForestRegressor RandomTreesEmbedding StackingClassifier StackingRegressor VotingClassifier VotingRegressor HistGradientBoostingRegressor HistGradientBoostingClassifier ConvergenceWarning DataConversionWarning DataDimensionalityWarning EfficiencyWarning FitFailedWarning NotFittedError UndefinedMetricWarning DictVectorizer FeatureHasher PatchExtractor CountVectorizer HashingVectorizer TfidfTransformer TfidfVectorizer GenericUnivariateSelect SelectPercentile SelectKBest SelectFpr SelectFdr SelectFromModel SelectFwe SequentialFeatureSelector RFE RFECV VarianceThreshold GaussianProcessClassifier GaussianProcessRegressor CompoundKernel ConstantKernel DotProduct ExpSineSquared Exponentiation Hyperparameter Kernel Matern PairwiseKernel Product RBF RationalQuadratic Sum WhiteKernel SimpleImputer IterativeImputer MissingIndicator KNNImputer DecisionBoundaryDisplay PartialDependenceDisplay IsotonicRegression AdditiveChi2Sampler Nystroem PolynomialCountSketch RBFSampler SkewedChi2Sampler KernelRidge LogisticRegression LogisticRegressionCV PassiveAggressiveClassifier Perceptron RidgeClassifier RidgeClassifierCV SGDClassifier SGDOneClassSVM LinearRegression Ridge RidgeCV SGDRegressor ElasticNet ElasticNetCV Lars LarsCV Lasso LassoCV LassoLars LassoLarsCV LassoLarsIC OrthogonalMatchingPursuit OrthogonalMatchingPursuitCV ARDRegression BayesianRidge MultiTaskElasticNet MultiTaskElasticNetCV MultiTaskLasso MultiTaskLassoCV HuberRegressor QuantileRegressor RANSACRegressor TheilSenRegressor PoissonRegressor TweedieRegressor GammaRegressor Isomap LocallyLinearEmbedding MDS SpectralEmbedding TSNE DistanceMetric ConfusionMatrixDisplay DetCurveDisplay PrecisionRecallDisplay PredictionErrorDisplay RocCurveDisplay CalibrationDisplay BayesianGaussianMixture GaussianMixture GroupKFold GroupShuffleSplit KFold LeaveOneGroupOut LeavePGroupsOut LeaveOneOut LeavePOut PredefinedSplit RepeatedKFold RepeatedStratifiedKFold ShuffleSplit StratifiedKFold StratifiedShuffleSplit StratifiedGroupKFold TimeSeriesSplit GridSearchCV HalvingGridSearchCV ParameterGrid ParameterSampler RandomizedSearchCV HalvingRandomSearchCV LearningCurveDisplay OneVsRestClassifier OneVsOneClassifier OutputCodeClassifier ClassifierChain MultiOutputRegressor MultiOutputClassifier RegressorChain BernoulliNB CategoricalNB ComplementNB GaussianNB MultinomialNB BallTree KDTree KernelDensity KNeighborsClassifier KNeighborsRegressor KNeighborsTransformer LocalOutlierFactor RadiusNeighborsClassifier RadiusNeighborsRegressor RadiusNeighborsTransformer NearestCentroid NearestNeighbors NeighborhoodComponentsAnalysis BernoulliRBM MLPClassifier MLPRegressor FeatureUnion Pipeline Binarizer FunctionTransformer KBinsDiscretizer KernelCenterer LabelBinarizer LabelEncoder MultiLabelBinarizer MaxAbsScaler MinMaxScaler Normalizer OneHotEncoder OrdinalEncoder PolynomialFeatures PowerTransformer QuantileTransformer RobustScaler SplineTransformer StandardScaler GaussianRandomProjection SparseRandomProjection LabelPropagation LabelSpreading SelfTrainingClassifier LinearSVC LinearSVR NuSVC NuSVR OneClassSVM SVC SVR DecisionTreeClassifier DecisionTreeRegressor ExtraTreeClassifier ExtraTreeRegressor Bunch Parallel

npm-matrix

for munipulation 2d matrixs

v1.3.2 URL: https://unpkg.com/npm-matrix@1.3.2/matrix.js

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matrix dotproduct shape arraymunipulation matrixs 2darrays

numbers-logic

Tools used to understand or work with numbers in Node.JS, Javascript and derivatives.

v1.4.6 URL: https://unpkg.com/numbers-logic@1.4.6/build/index.js

Open Browse Files

number numbers math theory abundant adaptive simpson addition affine arithmetic basic bates binomial box muller box muller transform calculus centered hexagonal col collatz column dd composite of x primes coprime correlation covariance deep copy deficient determinant distribution div mod divisors dotproduct dsp egcd euler phi evil exponential regression factor factorial factorization falling factorial fft fibonacci find divisor friable gauss jordan eliminate gcd generate happy has int root heptagonal hexagonal identity inc mixed int inverse inverse mod irwin hall irwin hall normal jacobi symbol k-rough krough lanczos gamma lcm limit linear regression log mod log normal lower band lup decomposition matrix matrix norm max mean median mersenne prime miller miller rabin min mod inverse mode monte carlo more round multiply multiply mod natural normal numbers equal octagonal panarithmic pentagonal perfect perfect power permutation point diff polite politeness power mod power of 2 power smooth practical prime prime factors prime power primitive root probably prime product product of x prime pronic quadratic nonresidue quantile r squared r-squared random random primitive root range rectangular reorder cols reorder rows report reverse cols reverse rows riemann rotate rough round row add multiple row dd row reduce row scale row switch safe prime sample scalar scale segment self self prime semiperfect set generator shear shuffle sieve simple smooth sophie germain prime sphenic square square root mod square root mod prime standard dev star statistic stirling gamma strictly column d d strictly row d d subtraction sum tetrahedral totient transpose triangular untouchable unusual upper band vector norm weird zeros zigzag