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Section Navigation
Runtime and numeric modes
mojolearn.Array
mojolearn.gpu_arch
mojolearn.gpu_arch_how
mojolearn.numeric_mode
mojolearn.numeric_profile
mojolearn.numeric_profile_measured
mojolearn.numeric_profiles
mojolearn.set_numeric_mode
mojolearn.set_numeric_profile
mojolearn.vendor
Gradient boosting
mojolearn.GradientBoosting
mojolearn.GradientBoostingClassifier
mojolearn.GradientBoostingRegressor
Forests and trees
mojolearn.AdaBoostClassifier
mojolearn.AdaBoostRegressor
mojolearn.BaggingClassifier
mojolearn.BaggingRegressor
mojolearn.CalibratedClassifierCV
mojolearn.DARTClassifier
mojolearn.DARTRegressor
mojolearn.DecisionTreeClassifier
mojolearn.DecisionTreeRegressor
mojolearn.ExtraTreesClassifier
mojolearn.ExtraTreesRegressor
mojolearn.host_model
mojolearn.host_predict
mojolearn.host_predict_proba
mojolearn.HostForest
mojolearn.HostGBDT
mojolearn.IsolationForest
mojolearn.KernelExplainer
mojolearn.MultiOutputClassifier
mojolearn.MultiOutputRegressor
mojolearn.OneVsRestClassifier
mojolearn.PermutationExplainer
mojolearn.RandomForestClassifier
mojolearn.RandomForestRegressor
mojolearn.RandomTreesEmbedding
mojolearn.StackingClassifier
mojolearn.StackingRegressor
mojolearn.TreeExplainer
mojolearn.VotingClassifier
mojolearn.VotingRegressor
Linear models
mojolearn.ARDRegression
mojolearn.BayesianRidge
mojolearn.ElasticNet
mojolearn.ElasticNetCV
mojolearn.GammaRegressor
mojolearn.HuberRegressor
mojolearn.IsotonicRegression
mojolearn.Lars
mojolearn.Lasso
mojolearn.LassoCV
mojolearn.LassoLars
mojolearn.LinearRegression
mojolearn.LogisticRegression
mojolearn.LogisticRegressionCV
mojolearn.PassiveAggressiveClassifier
mojolearn.PassiveAggressiveRegressor
mojolearn.Perceptron
mojolearn.PoissonRegressor
mojolearn.QNRegressor
mojolearn.QuantileRegressor
mojolearn.Ridge
mojolearn.RidgeClassifier
mojolearn.RidgeCV
mojolearn.SGDClassifier
mojolearn.SGDOneClassSVM
mojolearn.SGDRegressor
mojolearn.TweedieRegressor
Support vector machines and kernel methods
mojolearn.kernel_methods
mojolearn.KernelRidge
mojolearn.LinearSVC
mojolearn.LinearSVR
mojolearn.Nystroem
mojolearn.RBFSampler
mojolearn.SVC
mojolearn.svm
mojolearn.SVR
Gaussian processes
mojolearn.ConstantKernel
mojolearn.GaussianProcessClassifier
mojolearn.GaussianProcessRegressor
mojolearn.Matern
mojolearn.RBF
mojolearn.WhiteKernel
Neighbors and vector search
mojolearn.AdditiveChi2Sampler
mojolearn.CagraIndex
mojolearn.connected_components
mojolearn.IVFIndex
mojolearn.IVFPQIndex
mojolearn.IVFRaBitQIndex
mojolearn.IVFSQIndex
mojolearn.KernelPCA
mojolearn.KNeighborsClassifier
mojolearn.KNeighborsRegressor
mojolearn.KNNImputer
mojolearn.LabelPropagation
mojolearn.LabelSpreading
mojolearn.LocalOutlierFactor
mojolearn.Louvain
mojolearn.NearestCentroid
mojolearn.NearestNeighbors
mojolearn.OneClassSVM
mojolearn.PageRank
mojolearn.PolynomialCountSketch
mojolearn.RadiusNeighbors
mojolearn.refine
mojolearn.SkewedChi2Sampler
mojolearn.SVGP
mojolearn.TSNE
Clustering and mixture models
mojolearn.AffinityPropagation
mojolearn.AgglomerativeClustering
mojolearn.BayesianGaussianMixture
mojolearn.BisectingKMeans
mojolearn.DBSCAN
mojolearn.GaussianMixture
mojolearn.HDBSCAN
mojolearn.hdbscan
mojolearn.KMeans
mojolearn.MeanShift
mojolearn.MiniBatchKMeans
mojolearn.mixture
mojolearn.OPTICS
mojolearn.SpectralClustering
mojolearn.SpectralEmbedding
Decomposition and manifold learning
mojolearn.AlternatingLeastSquares
mojolearn.CCA
mojolearn.ClassicalMDS
mojolearn.DictionaryLearning
mojolearn.EllipticEnvelope
mojolearn.FactorAnalysis
mojolearn.FastICA
mojolearn.GaussianRandomProjection
mojolearn.IncrementalPCA
mojolearn.Isomap
mojolearn.johnson_lindenstrauss_min_dim
mojolearn.LatentDirichletAllocation
mojolearn.LocallyLinearEmbedding
mojolearn.lstsq
mojolearn.lu_factor
mojolearn.lu_solve
mojolearn.manifold
mojolearn.MDS
mojolearn.MinCovDet
mojolearn.MiniBatchDictionaryLearning
mojolearn.MiniBatchSparsePCA
mojolearn.NMF
mojolearn.PCA
mojolearn.PLSCanonical
mojolearn.PLSRegression
mojolearn.randomized_svd
mojolearn.solve
mojolearn.sparse_encode
mojolearn.SparseCoder
mojolearn.SparsePCA
mojolearn.SparseRandomProjection
mojolearn.TruncatedSVD
mojolearn.UMAP
mojolearn.umap
Preprocessing
mojolearn.BernoulliNB
mojolearn.Binarizer
mojolearn.CategoricalNB
mojolearn.chi2
mojolearn.ComplementNB
mojolearn.f_classif
mojolearn.f_regression
mojolearn.GaussianNB
mojolearn.IterativeImputer
mojolearn.KBinsDiscretizer
mojolearn.LabelBinarizer
mojolearn.LabelEncoder
mojolearn.LinearDiscriminantAnalysis
mojolearn.MaxAbsScaler
mojolearn.MinMaxScaler
mojolearn.MultiLabelBinarizer
mojolearn.MultinomialNB
mojolearn.mutual_info_classif
mojolearn.mutual_info_regression
mojolearn.Normalizer
mojolearn.OneHotEncoder
mojolearn.OrdinalEncoder
mojolearn.PolynomialFeatures
mojolearn.PowerTransformer
mojolearn.preprocessing
mojolearn.QuadraticDiscriminantAnalysis
mojolearn.QuantileTransformer
mojolearn.r_regression
mojolearn.RFE
mojolearn.RobustScaler
mojolearn.SelectKBest
mojolearn.SimpleImputer
mojolearn.SplineTransformer
mojolearn.StandardScaler
mojolearn.TargetEncoder
mojolearn.VarianceThreshold
Density estimation
mojolearn.KernelDensity
Time series
mojolearn.ARIMA
mojolearn.AutoARIMA
mojolearn.AutoTheta
mojolearn.CrostonClassic
mojolearn.CrostonOptimized
mojolearn.CrostonSBA
mojolearn.DampedETS
mojolearn.DynamicOptimizedTheta
mojolearn.DynamicTheta
mojolearn.ETS
mojolearn.ExponentialSmoothing
mojolearn.GARCH
mojolearn.kpss_test
mojolearn.OptimizedTheta
mojolearn.ProphetForecaster
mojolearn.select_d
mojolearn.STL
mojolearn.Theta
mojolearn.VAR
Neural networks
mojolearn.Adagrad
mojolearn.Adam
mojolearn.Adamax
mojolearn.AdamW
mojolearn.clip_grad_norm_
mojolearn.cross_entropy
mojolearn.Embedding
mojolearn.embedding
mojolearn.ExponentialLR
mojolearn.GRUClassifier
mojolearn.GRURegressor
mojolearn.layer_norm_backward
mojolearn.layer_norm_forward
mojolearn.LayerNorm
mojolearn.Lion
mojolearn.LSTMClassifier
mojolearn.LSTMRegressor
mojolearn.mamba
mojolearn.Mamba1Block
mojolearn.Mamba1BlockInference
mojolearn.Mamba1State
mojolearn.Mamba2Block
mojolearn.Mamba2BlockInference
mojolearn.Mamba2State
mojolearn.Mamba3Block
mojolearn.Mamba3BlockInference
mojolearn.Mamba3State
mojolearn.MLPClassifier
mojolearn.MLPInference
mojolearn.MLPRegressor
mojolearn.MoEBlock
mojolearn.NAdam
mojolearn.neural_network
mojolearn.OneCycleLR
mojolearn.RMSprop
mojolearn.RNNClassifier
mojolearn.RNNRegressor
mojolearn.SambaConfig
mojolearn.SambaInference
mojolearn.SambaStack
mojolearn.SGD
mojolearn.SmallMLPTrainer
mojolearn.StepLR
mojolearn.training
mojolearn.transformer
mojolearn.TransformerBlock
mojolearn.TransformerBlockInference
mojolearn.TransformerState
Language models and tokenizers
mojolearn.BpeTokenizer
mojolearn.ByteLanguageModelConfig
mojolearn.GPT2Tokenizer
mojolearn.language_model
mojolearn.LanguageModelConfig
mojolearn.LanguageModelInference
mojolearn.LanguageModelTrainer
mojolearn.lm_corpus
mojolearn.models
mojolearn.SmallByteLanguageModelTrainer
mojolearn.tokenizer
Metrics, model selection and resampling
mojolearn.cross_val_score
mojolearn.metrics
mojolearn.model_selection
mojolearn.resample
Linear algebra
mojolearn.Cholesky
mojolearn.linalg
mojolearn.lowbit
mojolearn.matmul
API reference
Density estimation
Density estimation
#
Kernel density estimation.
KernelDensity
Kernel density estimation.
