Index

A

abs() (in module nums.numpy), [1] (in module nums.numpy.api.generated) (nums.core.array.application.ArrayApplication method) absolute() (in module nums.numpy), [1] (in module nums.numpy.api.generated) accepts() (in module tasks) AdaBoostClassifier (in module nums.sklearn) AdaBoostRegressor (in module nums.sklearn) add() (in module nums.numpy), [1] (in module nums.numpy.api.generated) addr2idx() (in module nums.core.array.utils) admm() (in module nums.models.glms) advanced_assign() (nums.core.array.view.ArrayView method) advanced_assign_block_along_axis() (nums.core.compute.compute_interface.ComputeInterface method) (nums.core.compute.numpy_compute.ComputeCls method) advanced_select() (nums.core.array.view.ArrayView method) advanced_select_block_along_axis() (nums.core.compute.compute_interface.ComputeInterface method) (nums.core.compute.numpy_compute.ComputeCls method) AdvancedSelection (class in nums.core.array.selection) all() (in module nums.numpy), [1] (in module nums.numpy.api.logic) allclose() (in module nums.numpy), [1] (in module nums.numpy.api.logic) (nums.core.array.application.ArrayApplication method) alltrue() (in module nums.numpy), [1] (in module nums.numpy.api.logic) amax() (in module nums.numpy.api.sort) amin() (in module nums.numpy.api.sort) any() (in module nums.numpy), [1] (in module nums.numpy.api.logic) arange() (in module nums.numpy), [1] (in module nums.numpy.api.creation) (nums.core.array.application.ArrayApplication method) (nums.core.compute.compute_interface.ComputeInterface method) (nums.core.compute.numpy_compute.ComputeCls method) arccos() (in module nums.numpy), [1] (in module nums.numpy.api.generated) arccosh() (in module nums.numpy), [1] (in module nums.numpy.api.generated) arcsin() (in module nums.numpy), [1] (in module nums.numpy.api.generated) arcsinh() (in module nums.numpy), [1] (in module nums.numpy.api.generated) arctan() (in module nums.numpy), [1] (in module nums.numpy.api.generated) arctan2() (in module nums.numpy), [1] (in module nums.numpy.api.generated)

arctanh() (in module nums.numpy), [1] (in module nums.numpy.api.generated) arg_op() (nums.core.compute.compute_interface.ComputeInterface method) (nums.core.compute.numpy_compute.ComputeCls method) argmax() (in module nums.numpy), [1] (in module nums.numpy.api.sort) argmin() (in module nums.numpy), [1] (in module nums.numpy.api.sort) argop() (nums.core.array.application.ArrayApplication method) array() (in module nums.numpy), [1] (in module nums.numpy.api.creation) (nums.core.array.application.ArrayApplication method) array_compare() (nums.core.array.application.ArrayApplication method) (nums.core.compute.compute_interface.ComputeInterface method) (nums.core.compute.numpy_compute.ComputeCls method) array_equal() (in module nums.numpy), [1] (in module nums.numpy.api.logic) (nums.core.array.application.ArrayApplication method) array_equiv() (in module nums.numpy), [1] (in module nums.numpy.api.logic) (nums.core.array.application.ArrayApplication method) ArrayApplication (class in nums.core.array.application) ArrayGrid (class in nums.core.grid.grid) ArrayView (class in nums.core.array.view) assign() (nums.core.array.view.ArrayView method) assign_references() (nums.core.array.view.ArrayView method) astype() (nums.core.array.base.Block method) (nums.core.array.blockarray.BlockArray method) (nums.core.compute.compute_interface.ComputeInterface method) (nums.core.compute.numpy_compute.ComputeCls method) atleast_1d() (in module nums.numpy), [1] (in module nums.numpy.api.manipulation) (nums.core.array.application.ArrayApplication method) atleast_2d() (in module nums.numpy), [1] (in module nums.numpy.api.manipulation) (nums.core.array.application.ArrayApplication method) atleast_3d() (in module nums.numpy), [1] (in module nums.numpy.api.manipulation) (nums.core.array.application.ArrayApplication method) average() (in module nums.numpy), [1] (in module nums.numpy.api.stats) AxisArray (class in nums.core.array.selection) AxisEmpty (class in nums.core.array.selection) AxisError AxisIndex (class in nums.core.array.selection) AxisSelection (class in nums.core.array.selection) AxisSlice (class in nums.core.array.selection)

B

BackTrackingLineSearch (class in nums.models.lbfgs) basic_assign() (nums.core.array.view.ArrayView method) basic_assign_multi_step() (nums.core.array.view.ArrayView method) basic_assign_single_step() (nums.core.array.view.ArrayView method) basic_select() (nums.core.array.view.ArrayView method) basic_steps() (nums.core.array.selection.BasicSelection method) BasicSelection (class in nums.core.array.selection) Batch (class in nums.core.storage.utils) BernoulliNB (in module nums.sklearn) beta() (nums.core.array.random.NumsRandomState method) BimodalGaussian (class in nums.core.storage.storage) binomial() (nums.core.array.random.NumsRandomState method) bitwise_and() (in module nums.numpy), [1] (in module nums.numpy.api.generated) bitwise_not() (in module nums.numpy), [1] (in module nums.numpy.api.generated) bitwise_or() (in module nums.numpy), [1] (in module nums.numpy.api.generated) bitwise_xor() (in module nums.numpy), [1] (in module nums.numpy.api.generated) Block (class in nums.core.array.base) block_id_counter (nums.core.array.base.Block attribute)

block_rng() (in module nums.core.compute.numpy_compute) block_selection() (nums.core.array.selection.BasicSelection class method) block_sgd() (in module nums.models.glms) block_shape_from_subscript() (in module nums.core.array.utils) BlockArray (class in nums.core.array.blockarray) BlockArrayBase (class in nums.core.array.base) bop() (nums.core.array.base.Block method) (nums.core.array.selection.Position method) (nums.core.compute.compute_interface.ComputeInterface method) (nums.core.compute.numpy_compute.ComputeCls method) bop_reduce() (nums.core.compute.compute_interface.ComputeInterface method) (nums.core.compute.numpy_compute.ComputeCls method) broadcast() (in module nums.core.array.utils) broadcast_block_shape() (in module nums.core.array.utils) broadcast_shape() (in module nums.core.array.utils) broadcast_shape_to() (in module nums.core.array.utils) broadcast_shape_to_alt() (in module nums.core.array.utils) broadcast_to() (nums.core.array.base.BlockArrayBase method) broadcastable() (in module nums.core.array.utils) build_preprocessors() (in module nums.sklearn) build_sklearn_actor() (in module nums.sklearn) build_supervised_actors() (in module nums.sklearn)

C

call() (nums.core.compute.compute_manager.ComputeManager method) call_actor_method() (nums.core.compute.compute_manager.ComputeManager method) call_on_create() (in module nums.core.application_manager) can_broadcast_shape_to() (in module nums.core.array.utils) can_broadcast_shapes() (in module nums.core.array.utils) cbrt() (in module nums.numpy), [1] (in module nums.numpy.api.generated) ceil() (in module nums.numpy), [1] (in module nums.numpy.api.generated) check_or_convert_other() (nums.core.array.blockarray.BlockArray method) chisquare() (nums.core.array.random.NumsRandomState method) cholesky() (in module nums.core.linalg) (nums.core.compute.compute_interface.ComputeInterface method) (nums.core.compute.numpy_compute.ComputeCls method) column_stack() (in module nums.numpy), [1] (in module nums.numpy.api.manipulation) (nums.core.array.application.ArrayApplication method) compute_block_shape() (nums.core.array.application.ArrayApplication method) (nums.core.compute.compute_manager.ComputeManager method) compute_block_shape_static() (nums.core.compute.compute_manager.ComputeManager static method) compute_cluster_entry_axis() (nums.core.grid.grid.PackedDeviceGrid method) compute_shape() (nums.core.array.blockarray.Reshape static method) ComputeCls (class in nums.core.compute.numpy_compute) ComputeImp (class in nums.core.compute.compute_interface) ComputeInterface (class in nums.core.compute.compute_interface) ComputeManager (class in nums.core.compute.compute_manager) concatenate() (in module nums.numpy), [1] (in module nums.numpy.api.manipulation) (nums.core.array.application.ArrayApplication method)

configure_logging() (in module nums.core.application_manager) conj() (in module nums.numpy), [1] (in module nums.numpy.api.generated) conjugate() (in module nums.numpy), [1] (in module nums.numpy.api.generated) (nums.core.array.base.Block method) converged() (nums.models.lbfgs.LBFGS method) copy() (in module nums.numpy), [1] (in module nums.numpy.api.creation) (nums.core.array.base.Block method) (nums.core.array.blockarray.BlockArray method) (nums.core.grid.grid.ArrayGrid method) copysign() (in module nums.numpy), [1] (in module nums.numpy.api.generated) cos() (in module nums.numpy), [1] (in module nums.numpy.api.generated) cosh() (in module nums.numpy), [1] (in module nums.numpy.api.generated) cov() (in module nums.numpy.api.stats) (nums.core.array.application.ArrayApplication method) create() (in module nums.core.application_manager) (nums.core.array.blockarray.BlockArray class method) (nums.core.array.view.ArrayView method) (nums.core.compute.compute_manager.ComputeManager class method) create_basic_multi_step() (nums.core.array.view.ArrayView method) create_basic_single_step() (nums.core.array.view.ArrayView method) create_block() (nums.core.compute.compute_interface.ComputeInterface method) (nums.core.compute.numpy_compute.ComputeCls method) create_references() (nums.core.array.view.ArrayView method) CyclicDeviceGrid (class in nums.core.grid.grid)

D

DecisionTreeClassifier (in module nums.sklearn) DecisionTreeRegressor (in module nums.sklearn) deg2rad() (in module nums.numpy), [1] (in module nums.numpy.api.generated) degrees() (in module nums.numpy), [1] (in module nums.numpy.api.generated) del_array() (nums.core.storage.storage.StoredArray method) (nums.core.storage.storage.StoredArrayS3 method) delete() (in module nums) (in module nums.api), [1] (nums.core.storage.storage.StoredArray method) (nums.core.storage.storage.StoredArrayS3 method) delete_fs() (nums.core.array.application.ArrayApplication method) delete_grid() (nums.core.storage.storage.StoredArray method) (nums.core.storage.storage.StoredArrayS3 method) delete_s3() (nums.core.array.application.ArrayApplication method) destroy() (in module nums.core.application_manager) (nums.core.compute.compute_manager.ComputeManager class method) deviance() (nums.models.glms.GLM method) (nums.models.glms.LinearRegressionBase method) (nums.models.glms.LogisticRegression method) (nums.models.glms.PoissonRegression method)

deviance_sqr() (nums.models.glms.GLM method) DeviceGrid (class in nums.core.grid.grid) DeviceID (class in nums.core.grid.grid) devices() (nums.core.compute.compute_manager.ComputeManager method) diag() (in module nums.numpy), [1] (in module nums.numpy.api.creation) (nums.core.array.application.ArrayApplication method) (nums.core.compute.compute_interface.ComputeInterface method) (nums.core.compute.numpy_compute.ComputeCls method) direct_tsqr() (in module nums.core.linalg) divide() (in module nums.numpy), [1] (in module nums.numpy.api.generated) dot() (in module nums.numpy), [1] (in module nums.numpy.api.algebra) dstack() (in module nums.numpy), [1] (in module nums.numpy.api.manipulation) (nums.core.array.application.ArrayApplication method)

E

ElasticNet (class in nums.models.glms) (in module nums.sklearn) empty() (in module nums.numpy), [1] (in module nums.numpy.api.creation) (nums.core.array.application.ArrayApplication method) (nums.core.array.blockarray.BlockArray class method) empty_like() (in module nums.numpy), [1] (in module nums.numpy.api.creation) equal() (in module nums.numpy), [1] (in module nums.numpy.api.generated) execute() (nums.models.lbfgs.BackTrackingLineSearch method) (nums.models.lbfgs.LBFGS method) exp() (in module nums.numpy), [1] (in module nums.numpy.api.generated) (nums.core.array.application.ArrayApplication method)

exp2() (in module nums.numpy), [1] (in module nums.numpy.api.generated) expand_dims() (in module nums.numpy), [1] (in module nums.numpy.api.manipulation) (nums.core.array.blockarray.BlockArray method) expm1() (in module nums.numpy), [1] (in module nums.numpy.api.generated) exponential() (nums.core.array.random.NumsRandomState method) ExponentialRegression (class in nums.models.glms) expose_sklearn_objects() (in module nums.sklearn) eye() (in module nums.numpy), [1] (in module nums.numpy.api.creation) (nums.core.array.application.ArrayApplication method)

F

f() (nums.core.array.random.NumsRandomState method) (nums.models.lbfgs.BackTrackingLineSearch method) fabs() (in module nums.numpy), [1] (in module nums.numpy.api.generated) fast_linear_regression() (in module nums.core.linalg) fit() (nums.experimental.nums_xgb.XGBClassifier method) (nums.models.glms.GLM method) flattened_oids() (nums.core.array.blockarray.BlockArray method) float_power() (in module nums.numpy), [1] (in module nums.numpy.api.generated) floor() (in module nums.numpy), [1] (in module nums.numpy.api.generated) floor_divide() (in module nums.numpy), [1] (in module nums.numpy.api.generated) fmax() (in module nums.numpy), [1] (in module nums.numpy.api.generated) fmin() (in module nums.numpy), [1] (in module nums.numpy.api.generated) fmod() (in module nums.numpy), [1] (in module nums.numpy.api.generated)

forward() (nums.models.glms.GLM method) from_block_array() (nums.core.array.view.ArrayView class method) from_blocks() (nums.core.array.blockarray.BlockArray class method) from_dim() (nums.core.array.selection.Position class method) from_index() (nums.core.array.selection.AxisIndex class method) from_meta() (nums.core.grid.grid.ArrayGrid class method) from_modin() (in module nums) (in module nums.api) from_np() (nums.core.array.blockarray.BlockArray class method) from_num_batches() (nums.core.storage.utils.Batch class method) from_oid() (nums.core.array.blockarray.BlockArray class method) from_scalar() (nums.core.array.blockarray.BlockArray class method) from_selection() (nums.core.array.selection.Position class method) from_shape() (nums.core.array.selection.BasicSelection class method) from_size() (nums.core.array.selection.AxisSlice class method) from_str() (nums.core.grid.grid.DeviceID class method) from_subscript() (nums.core.array.selection.BasicSelection class method) (nums.core.array.view.ArrayView class method)

G

gamma() (nums.core.array.random.NumsRandomState method) GaussianNB (in module nums.sklearn) GaussianProcessClassifier (in module nums.sklearn) GaussianProcessRegressor (in module nums.sklearn) gcd() (in module nums.numpy.api.generated) gd() (in module nums.models.glms) geometric() (nums.core.array.random.NumsRandomState method) get() (nums.core.array.application.ArrayApplication method) (nums.core.array.base.Block method) (nums.core.array.base.BlockArrayBase method) (nums.core.compute.compute_manager.ComputeManager method) (nums.core.storage.storage.StoredArray method) (nums.core.storage.storage.StoredArrayS3 method) get_array() (nums.core.storage.storage.StoredArray method) get_array_order() (in module nums.core.array.selection) get_batches() (nums.core.storage.utils.Batch method) get_block_shape() (nums.core.array.application.ArrayApplication method) (nums.core.compute.compute_manager.ComputeManager method) (nums.core.grid.grid.ArrayGrid method) get_bop_output_type() (in module nums.core.array.utils) get_broadcastable_block_shape() (nums.core.array.selection.BasicSelection method) get_broadcastable_shape() (nums.core.array.selection.BasicSelection method) get_callable() (nums.core.compute.compute_manager.ComputeManager method) get_char_encoding() (in module nums.core.storage.utils) get_cluster_entry() (nums.core.grid.grid.CyclicDeviceGrid method) (nums.core.grid.grid.PackedDeviceGrid method) get_cluster_entry_iterator() (nums.core.grid.grid.DeviceGrid method) get_dataset() (nums.core.storage.storage.BimodalGaussian class method) get_device_id() (nums.core.grid.grid.CyclicDeviceGrid method) (nums.core.grid.grid.DeviceGrid method) (nums.core.grid.grid.PackedDeviceGrid method) get_entry_coordinates() (nums.core.grid.grid.ArrayGrid method) get_entry_iterator() (nums.core.grid.grid.ArrayGrid method) (nums.core.grid.grid.DeviceGrid method)

get_file_size() (in module nums.core.storage.utils) get_grid() (nums.core.storage.storage.StoredArray method) (nums.core.storage.storage.StoredArrayS3 method) get_H() (nums.models.lbfgs.LBFGS method) get_key() (nums.core.storage.storage.StoredArray method) get_meta_key() (nums.core.storage.storage.StoredArray method) get_np_comments() (in module nums.core.storage.utils) get_np_txt_info() (in module nums.core.storage.utils) get_num_cores() (in module nums.numpy.numpy_utils) get_output_shape() (nums.core.array.selection.BasicSelection method) get_p() (nums.models.lbfgs.LBFGS method) get_reduce_output_type() (in module nums.core.array.utils) get_rng() (nums.core.compute.compute_manager.ComputeManager method) get_slice() (nums.core.grid.grid.ArrayGrid method) get_slice_tuples() (nums.core.grid.grid.ArrayGrid method) get_slices() (in module nums.core.array.utils) get_uop_output_type() (in module nums.core.array.utils) GLM (class in nums.models.glms) grad_norm_sq() (nums.models.glms.GLM method) grad_penalty() (nums.models.glms.GLM method) gradient() (nums.models.glms.ExponentialRegression method) (nums.models.glms.GLM method) (nums.models.glms.LinearRegressionBase method) (nums.models.glms.LogisticRegression method) (nums.models.glms.PoissonRegression method) GradientBoostingClassifier (in module nums.sklearn) GradientBoostingRegressor (in module nums.sklearn) greater() (in module nums.numpy), [1] (in module nums.numpy.api.generated) greater_equal() (in module nums.numpy), [1] (in module nums.numpy.api.generated) gumbel() (nums.core.array.random.NumsRandomState method)

H

heaviside() (in module nums.numpy), [1] (in module nums.numpy.api.generated) hessian() (nums.models.glms.ExponentialRegression method) (nums.models.glms.GLM method) (nums.models.glms.LinearRegressionBase method) (nums.models.glms.LogisticRegression method) (nums.models.glms.PoissonRegression method)

hessian_penalty() (nums.models.glms.GLM method) hstack() (in module nums.numpy), [1] (in module nums.numpy.api.manipulation) (nums.core.array.application.ArrayApplication method) hypergeometric() (nums.core.array.random.NumsRandomState method) hypot() (in module nums.numpy), [1] (in module nums.numpy.api.generated)

I

identity() (in module nums.numpy), [1] (in module nums.numpy.api.creation) (nums.core.compute.compute_interface.ComputeInterface method) (nums.core.compute.numpy_compute.ComputeCls method) idx2addr() (in module nums.core.array.utils) index_iterator() (nums.core.array.utils.OrderedGrid method) indirect_tsqr() (in module nums.core.linalg) indirect_tsr() (in module nums.core.linalg) init() (in module nums) (in module nums.api) init_compute() (nums.core.compute.compute_manager.ComputeManager method) init_grid() (nums.core.storage.storage.StoredArray method) inner() (in module nums.numpy), [1] (in module nums.numpy.api.algebra) instance (nums.core.compute.compute_manager.ComputeManager attribute) instance() (in module nums.core.application_manager) (in module nums.core.compute.compute_manager) integers() (nums.core.array.random.NumsRandomState method) inv() (in module nums.core.linalg) (in module nums.numpy.linalg) (nums.core.compute.compute_interface.ComputeInterface method) (nums.core.compute.numpy_compute.ComputeCls method) inv_uppertri() (in module nums.core.linalg) invert() (in module nums.numpy), [1] (in module nums.numpy.api.generated) irls() (in module nums.models.glms) is_1d() (in module nums.core.array.utils)

is_advanced_selection() (in module nums.core.array.selection) is_aligned() (nums.core.array.selection.BasicSelection method) is_array_like() (in module nums.core.array.utils) is_bool() (in module nums.core.array.utils) is_complex() (in module nums.core.array.utils) is_empty() (nums.core.array.selection.AxisArray method) (nums.core.array.selection.AxisEmpty method) (nums.core.array.selection.AxisIndex method) (nums.core.array.selection.AxisSelection method) (nums.core.array.selection.AxisSlice method) (nums.core.array.selection.BasicSelection method) is_float() (in module nums.core.array.utils) is_index_subscript() (in module nums.core.array.utils) is_initialized() (in module nums.core.application_manager) is_int() (in module nums.core.array.utils) is_regular_subscript() (in module nums.core.array.utils) is_scalar() (in module nums.core.array.utils) is_single_block() (nums.core.array.blockarray.BlockArray method) is_supported() (in module nums.core.array.utils) is_type() (in module nums.core.array.utils) is_uint() (in module nums.core.array.utils) isfinite() (in module nums.numpy), [1] (in module nums.numpy.api.generated) isinf() (in module nums.numpy), [1] (in module nums.numpy.api.generated) isnan() (in module nums.numpy), [1] (in module nums.numpy.api.generated) (nums.core.array.application.ArrayApplication method)

K

KNeighborsClassifier (in module nums.sklearn)

KNeighborsRegressor (in module nums.sklearn)

L

laplace() (nums.core.array.random.NumsRandomState method) Lasso (class in nums.models.glms) (in module nums.sklearn) LBFGS (class in nums.models.lbfgs) lbfgs() (in module nums.models.glms) LBFGSMemory (class in nums.models.lbfgs) lcm() (in module nums.numpy), [1] (in module nums.numpy.api.generated) ldexp() (in module nums.numpy), [1] (in module nums.numpy.api.generated) left_shift() (in module nums.numpy), [1] (in module nums.numpy.api.generated) less() (in module nums.numpy), [1] (in module nums.numpy.api.generated) less_equal() (in module nums.numpy), [1] (in module nums.numpy.api.generated) linear_regression() (in module nums.core.linalg) LinearRegression (class in nums.models.glms) (in module nums.sklearn) LinearRegressionBase (class in nums.models.glms) link_inv() (nums.models.glms.ExponentialRegression method) (nums.models.glms.GLM method) (nums.models.glms.LinearRegressionBase method) (nums.models.glms.LogisticRegression method) (nums.models.glms.PoissonRegression method) linspace() (in module nums.numpy), [1] (in module nums.numpy.api.creation) (nums.core.array.application.ArrayApplication method) loadtxt() (in module nums.numpy), [1] (in module nums.numpy.api.creation) (nums.core.array.application.ArrayApplication method)

log() (in module nums.numpy), [1] (in module nums.numpy.api.generated) (nums.core.array.application.ArrayApplication method) log10() (in module nums.numpy), [1] (in module nums.numpy.api.generated) log1p() (in module nums.numpy), [1] (in module nums.numpy.api.generated) log2() (in module nums.numpy), [1] (in module nums.numpy.api.generated) logaddexp() (in module nums.numpy), [1] (in module nums.numpy.api.generated) logaddexp2() (in module nums.numpy), [1] (in module nums.numpy.api.generated) logical_and() (in module nums.numpy), [1] (in module nums.numpy.api.generated) (nums.core.compute.compute_interface.ComputeInterface method) (nums.core.compute.numpy_compute.ComputeCls method) logical_not() (in module nums.numpy), [1] (in module nums.numpy.api.generated) logical_or() (in module nums.numpy), [1] (in module nums.numpy.api.generated) logical_xor() (in module nums.numpy), [1] (in module nums.numpy.api.generated) logistic() (nums.core.array.random.NumsRandomState method) LogisticRegression (class in nums.models.glms) (in module nums.sklearn) lognormal() (nums.core.array.random.NumsRandomState method) logseries() (nums.core.array.random.NumsRandomState method) logspace() (in module nums.numpy), [1] (in module nums.numpy.api.creation)

M

make_actor() (nums.core.compute.compute_manager.ComputeManager method) map_bop() (nums.core.array.application.ArrayApplication method) map_uop() (nums.core.array.application.ArrayApplication method) (nums.core.compute.compute_interface.ComputeInterface method) (nums.core.compute.numpy_compute.ComputeCls method) matmul() (in module nums.numpy), [1] (in module nums.numpy.api.algebra) (nums.core.array.application.ArrayApplication method) max() (in module nums.numpy), [1] (in module nums.numpy.api.sort) (nums.core.array.application.ArrayApplication method) maximum() (in module nums.numpy), [1] (in module nums.numpy.api.generated) mean() (in module nums.numpy), [1] (in module nums.numpy.api.stats) (nums.core.array.application.ArrayApplication method) median() (in module nums.numpy), [1] (in module nums.numpy.api.stats) (nums.core.array.application.ArrayApplication method) min() (in module nums.numpy), [1] (in module nums.numpy.api.sort) (nums.core.array.application.ArrayApplication method) minimum() (in module nums.numpy), [1] (in module nums.numpy.api.generated) MLPClassifier (in module nums.sklearn) MLPRegressor (in module nums.sklearn) mod() (in module nums.numpy), [1] (in module nums.numpy.api.generated) module nums nums.api, [1] nums.core nums.core.application_manager nums.core.array nums.core.array.application nums.core.array.base nums.core.array.blockarray nums.core.array.errors nums.core.array.random nums.core.array.selection nums.core.array.utils nums.core.array.view nums.core.compute nums.core.compute.compute_interface nums.core.compute.compute_manager nums.core.compute.numpy_compute nums.core.grid nums.core.grid.grid nums.core.linalg nums.core.settings nums.core.storage nums.core.storage.storage nums.core.storage.utils nums.core.version nums.experimental nums.experimental.nums_dask nums.experimental.nums_xgb nums.models nums.models.glms nums.models.lbfgs nums.numpy nums.numpy.api nums.numpy.api.algebra nums.numpy.api.arithmetic nums.numpy.api.creation nums.numpy.api.generated nums.numpy.api.logic nums.numpy.api.manipulation nums.numpy.api.nan nums.numpy.api.properties nums.numpy.api.sort nums.numpy.api.stats nums.numpy.fft nums.numpy.linalg nums.numpy.numpy_utils nums.numpy.random nums.sklearn tasks

multiply() (in module nums.numpy), [1] (in module nums.numpy.api.generated)

N

nanmax() (in module nums.numpy), [1] (in module nums.numpy.api.nan) nanmean() (in module nums.numpy), [1] (in module nums.numpy.api.nan) (nums.core.array.application.ArrayApplication method) nanmin() (in module nums.numpy), [1] (in module nums.numpy.api.nan) nanstd() (in module nums.numpy), [1] (in module nums.numpy.api.nan) (nums.core.array.application.ArrayApplication method) nansum() (in module nums.numpy), [1] (in module nums.numpy.api.nan) nanvar() (in module nums.numpy), [1] (in module nums.numpy.api.nan) (nums.core.array.application.ArrayApplication method) nbytes() (nums.core.grid.grid.ArrayGrid method) ndim() (in module nums.numpy), [1] (in module nums.numpy.api.properties) neg_step_slice_to_range() (in module nums.core.array.selection) negative() (in module nums.numpy), [1] (in module nums.numpy.api.generated) negative_binomial() (nums.core.array.random.NumsRandomState method) new_block() (nums.core.compute.compute_interface.ComputeInterface method) (nums.core.compute.numpy_compute.ComputeCls method) new_block_rng_params() (nums.core.compute.compute_interface.RNGInterface method) (nums.core.compute.numpy_compute.RNG method) newton() (in module nums.models.glms) nextafter() (in module nums.numpy), [1] (in module nums.numpy.api.generated) noncentral_chisquare() (nums.core.array.random.NumsRandomState method) noncentral_f() (nums.core.array.random.NumsRandomState method) norm() (nums.core.array.application.ArrayApplication method) normal() (nums.core.array.random.NumsRandomState method) normalize_axis_index() (in module nums.core.array.utils) not_equal() (in module nums.numpy), [1] (in module nums.numpy.api.generated) np_tensordot_param_test() (in module nums.core.array.utils) num_cores_total() (nums.core.compute.compute_manager.ComputeManager method) numpy() (nums.core.array.random.NumsRandomState method) nums module nums.api module, [1] nums.core module nums.core.application_manager module nums.core.array module nums.core.array.application module nums.core.array.base module nums.core.array.blockarray module nums.core.array.errors module nums.core.array.random module nums.core.array.selection module nums.core.array.utils module nums.core.array.view module nums.core.compute module nums.core.compute.compute_interface module

nums.core.compute.compute_manager module nums.core.compute.numpy_compute module nums.core.grid module nums.core.grid.grid module nums.core.linalg module nums.core.settings module nums.core.storage module nums.core.storage.storage module nums.core.storage.utils module nums.core.version module nums.experimental module nums.experimental.nums_dask module nums.experimental.nums_xgb module nums.models module nums.models.glms module nums.models.lbfgs module nums.numpy module nums.numpy.api module nums.numpy.api.algebra module nums.numpy.api.arithmetic module nums.numpy.api.creation module nums.numpy.api.generated module nums.numpy.api.logic module nums.numpy.api.manipulation module nums.numpy.api.nan module nums.numpy.api.properties module nums.numpy.api.sort module nums.numpy.api.stats module nums.numpy.fft module nums.numpy.linalg module nums.numpy.numpy_utils module nums.numpy.random module nums.sklearn module NumsDMatrix (class in nums.experimental.nums_xgb) NumsRandomState (class in nums.core.array.random)

O

obj_penalty() (nums.models.glms.GLM method) objective() (nums.models.glms.ExponentialRegression method) (nums.models.glms.GLM method) (nums.models.glms.LinearRegressionBase method) (nums.models.glms.LogisticRegression method) (nums.models.glms.PoissonRegression method) ones() (in module nums.numpy), [1] (in module nums.numpy.api.creation) (nums.core.array.application.ArrayApplication method) ones_like() (in module nums.numpy), [1] (in module nums.numpy.api.creation)

order() (nums.core.array.selection.AxisArray method) (nums.core.array.selection.AxisEmpty method) (nums.core.array.selection.AxisIndex method) (nums.core.array.selection.AxisSelection method) (nums.core.array.selection.AxisSlice method) (nums.core.array.selection.BasicSelection method) OrderedGrid (class in nums.core.array.utils) outer() (in module nums.numpy), [1] (in module nums.numpy.api.algebra)

P

PackedDeviceGrid (class in nums.core.grid.grid) pareto() (nums.core.array.random.NumsRandomState method) pca() (in module nums.core.linalg) (in module nums.numpy.linalg) percentile() (in module nums.numpy.api.stats) (nums.core.array.application.ArrayApplication method) percentiles_from_tdigest() (nums.core.compute.compute_interface.ComputeInterface method) (nums.core.compute.numpy_compute.ComputeCls method) permutation() (in module nums.numpy.random) (nums.core.array.random.NumsRandomState method) (nums.core.compute.compute_interface.ComputeInterface method) (nums.core.compute.numpy_compute.ComputeCls method) (nums.numpy.random.RandomState method) pivot_partition() (nums.core.compute.compute_interface.ComputeInterface method) (nums.core.compute.numpy_compute.ComputeCls method) pj() (in module nums.core.settings) poisson() (nums.core.array.random.NumsRandomState method) PoissonRegression (class in nums.models.glms) PoissonRegressor (in module nums.models.glms)

pos_step_slice_to_range() (in module nums.core.array.selection) Position (class in nums.core.array.selection) position() (nums.core.array.selection.BasicSelection method) positive() (in module nums.numpy), [1] (in module nums.numpy.api.generated) power() (in module nums.numpy), [1] (in module nums.numpy.api.generated) (nums.core.array.random.NumsRandomState method) predict() (nums.experimental.nums_xgb.XGBClassifier method) (nums.models.glms.GLM method) (nums.models.glms.LinearRegressionBase method) (nums.models.glms.LogisticRegression method) (nums.models.glms.PoissonRegression method) predict_proba() (nums.models.glms.LogisticRegression method) put() (nums.core.compute.compute_manager.ComputeManager method) (nums.core.storage.storage.StoredArray method) (nums.core.storage.storage.StoredArrayS3 method) put_array() (nums.core.storage.storage.StoredArray method) put_grid() (nums.core.storage.storage.StoredArray method) (nums.core.storage.storage.StoredArrayS3 method)

Q

qr() (in module nums.core.linalg) (in module nums.numpy.linalg) (nums.core.compute.compute_interface.ComputeInterface method) (nums.core.compute.numpy_compute.ComputeCls method)

QuadraticDiscriminantAnalysis (in module nums.sklearn) quantile() (in module nums.numpy.api.stats) (nums.core.array.application.ArrayApplication method)

R

RabitContext (class in nums.experimental.nums_xgb) rad2deg() (in module nums.numpy.api.generated) radians() (in module nums.numpy), [1] (in module nums.numpy.api.generated) rand() (in module nums.numpy.random) (nums.numpy.random.RandomState method) randint() (in module nums.numpy.random) (nums.numpy.random.RandomState method) randn() (in module nums.numpy.random) (nums.numpy.random.RandomState method) random() (nums.core.array.random.NumsRandomState method) random_block() (nums.core.compute.compute_interface.ComputeInterface method) (nums.core.compute.numpy_compute.ComputeCls method) random_sample() (in module nums.numpy.random) (nums.numpy.random.RandomState method) random_state() (nums.core.array.application.ArrayApplication method) RandomForestClassifier (in module nums.sklearn) RandomForestRegressor (in module nums.sklearn) RandomState (class in nums.numpy.random) rayleigh() (nums.core.array.random.NumsRandomState method) read() (in module nums) (in module nums.api), [1] read_csv() (in module nums) (in module nums.api), [1] (nums.core.array.application.ArrayApplication method) read_fs() (nums.core.array.application.ArrayApplication method) read_s3() (nums.core.array.application.ArrayApplication method) reciprocal() (in module nums.numpy), [1] (in module nums.numpy.api.generated) reduce() (nums.core.array.application.ArrayApplication method)

reduce_axis() (nums.core.array.blockarray.BlockArray method) (nums.core.compute.compute_interface.ComputeInterface method) (nums.core.compute.numpy_compute.ComputeCls method) register() (nums.core.compute.compute_manager.ComputeManager method) register_actor() (nums.core.compute.compute_manager.ComputeManager method) remainder() (in module nums.numpy), [1] (in module nums.numpy.api.generated) remote() (nums.core.compute.compute_manager.ComputeManager method) reset() (in module nums.numpy.random) Reshape (class in nums.core.array.blockarray) reshape() (in module nums.numpy), [1] (in module nums.numpy.api.manipulation) (nums.core.array.blockarray.BlockArray method) (nums.core.compute.compute_interface.ComputeInterface method) (nums.core.compute.numpy_compute.ComputeCls method) reverse_readline() (in module nums.core.storage.utils) Ridge (class in nums.models.glms) (in module nums.sklearn) ridge_regression() (in module nums.core.linalg) right_shift() (in module nums.numpy), [1] (in module nums.numpy.api.generated) rint() (in module nums.numpy), [1] (in module nums.numpy.api.generated) RNG (class in nums.core.compute.numpy_compute) RNGInterface (class in nums.core.compute.compute_interface) RobustScaler (in module nums.sklearn) row_stack() (in module nums.numpy), [1] (in module nums.numpy.api.manipulation) (nums.core.array.application.ArrayApplication method) rs() (nums.numpy.random.RandomState method)

S

sample() (nums.core.storage.storage.BimodalGaussian method) scalar() (nums.core.array.application.ArrayApplication method) seed() (in module nums.numpy.random) (nums.core.array.random.NumsRandomState method) (nums.numpy.random.RandomState method) select() (nums.core.array.view.ArrayView method) select_median() (nums.core.compute.compute_interface.ComputeInterface method) (nums.core.compute.numpy_compute.ComputeCls method) selector() (nums.core.array.selection.AxisArray method) (nums.core.array.selection.AxisEmpty method) (nums.core.array.selection.AxisIndex method) (nums.core.array.selection.AxisSelection method) (nums.core.array.selection.AxisSlice method) (nums.core.array.selection.BasicSelection method) sgd() (in module nums.models.glms) shape() (in module nums.numpy), [1] (in module nums.numpy.api.properties) (nums.core.array.selection.AxisArray method) (nums.core.array.selection.AxisEmpty method) (nums.core.array.selection.AxisIndex method) (nums.core.array.selection.AxisSelection method) (nums.core.array.selection.AxisSlice method) shape_dtype() (nums.core.compute.compute_interface.ComputeInterface method) (nums.core.compute.numpy_compute.ComputeCls method) shape_from_block_array() (in module nums.core.array.utils) sign() (in module nums.numpy), [1] (in module nums.numpy.api.generated) signbit() (in module nums.numpy), [1] (in module nums.numpy.api.generated) sin() (in module nums.numpy), [1] (in module nums.numpy.api.generated) sinh() (in module nums.numpy), [1] (in module nums.numpy.api.generated) size() (in module nums.numpy), [1] (in module nums.numpy.api.properties) (nums.core.array.base.Block method) (nums.core.compute.compute_interface.ComputeInterface method) (nums.core.compute.numpy_compute.ComputeCls method) slice_sel_to_index_list() (in module nums.core.array.utils) slice_to_range() (in module nums.core.array.selection) spacing() (in module nums.numpy), [1] (in module nums.numpy.api.generated)

split() (in module nums.numpy), [1] (in module nums.numpy.api.manipulation) (nums.core.compute.compute_interface.ComputeInterface method) (nums.core.compute.numpy_compute.ComputeCls method) sqrt() (in module nums.numpy), [1] (in module nums.numpy.api.generated) (nums.core.array.application.ArrayApplication method) (nums.core.array.base.Block method) square() (in module nums.numpy), [1] (in module nums.numpy.api.generated) squeeze() (in module nums.numpy), [1] (in module nums.numpy.api.manipulation) (nums.core.array.blockarray.BlockArray method) standard_cauchy() (nums.core.array.random.NumsRandomState method) standard_t() (nums.core.array.random.NumsRandomState method) StandardScaler (in module nums.sklearn) std() (in module nums.numpy), [1] (in module nums.numpy.api.stats) (nums.core.array.application.ArrayApplication method) StoredArray (class in nums.core.storage.storage) StoredArrayS3 (class in nums.core.storage.storage) subtract() (in module nums.numpy), [1] (in module nums.numpy.api.generated) sum() (in module nums.numpy), [1] (in module nums.numpy.api.arithmetic) (nums.core.array.application.ArrayApplication method) sum_reduce() (nums.core.compute.compute_interface.ComputeInterface method) (nums.core.compute.numpy_compute.ComputeCls method) SVC (in module nums.sklearn) svd() (in module nums.core.linalg) (in module nums.numpy.linalg) (nums.core.compute.compute_interface.ComputeInterface method) (nums.core.compute.numpy_compute.ComputeCls method) SVR (in module nums.sklearn) swapaxes() (in module nums.numpy), [1] (in module nums.numpy.api.manipulation) (nums.core.array.base.Block method) (nums.core.array.blockarray.BlockArray method) (nums.core.compute.compute_interface.ComputeInterface method) (nums.core.compute.numpy_compute.ComputeCls method)

T

tan() (in module nums.numpy), [1] (in module nums.numpy.api.generated) tanh() (in module nums.numpy), [1] (in module nums.numpy.api.generated) tasks module tdigest_chunk() (nums.core.compute.compute_interface.ComputeInterface method) (nums.core.compute.numpy_compute.ComputeCls method) tensordot() (in module nums.numpy), [1] (in module nums.numpy.api.algebra) (nums.core.array.application.ArrayApplication method) (nums.core.array.base.Block method) (nums.core.array.blockarray.BlockArray method) to_arr() (nums.core.storage.storage.BimodalGaussian method) to_block_array() (nums.core.array.blockarray.BlockArray static method) to_dtype_cls() (in module nums.core.array.utils) to_index() (nums.core.array.selection.AxisIndex method) to_meta() (nums.core.grid.grid.ArrayGrid method) to_single_block() (nums.core.array.blockarray.BlockArray method) to_slice() (nums.core.array.selection.AxisSlice method) top_k() (in module nums.numpy), [1] (in module nums.numpy.api.sort) (nums.core.array.application.ArrayApplication method)

touch() (nums.core.array.blockarray.BlockArray method) (nums.core.compute.compute_interface.ComputeInterface method) (nums.core.compute.numpy_compute.ComputeCls method) trace() (in module nums.numpy), [1] (in module nums.numpy.api.algebra) train() (in module nums.experimental.nums_xgb) train_test_split() (in module nums.sklearn) translate_index_list() (in module nums.core.array.utils) transpose() (in module nums.numpy), [1] (in module nums.numpy.api.manipulation) (nums.core.array.base.Block method) (nums.core.array.blockarray.BlockArray method) (nums.core.compute.compute_interface.ComputeInterface method) (nums.core.compute.numpy_compute.ComputeCls method) triangular() (nums.core.array.random.NumsRandomState method) trim_slice_bounds() (in module nums.core.array.selection) true_divide() (in module nums.numpy), [1] (in module nums.numpy.api.generated) true_grid_entry() (nums.core.array.base.Block method) true_grid_shape() (nums.core.array.base.Block method) trunc() (in module nums.numpy), [1] (in module nums.numpy.api.generated)

U

ufunc() (nums.core.array.base.Block method) (nums.core.array.blockarray.BlockArray method) ufunc_kwargs() (in module nums.numpy.numpy_utils) ufunc_op_signatures() (in module nums.numpy.numpy_utils) uniform() (nums.core.array.random.NumsRandomState method) uop_map() (nums.core.array.base.Block method)

update_block() (nums.core.compute.compute_interface.ComputeInterface method) (nums.core.compute.numpy_compute.ComputeCls method) update_block_by_index() (nums.core.compute.compute_interface.ComputeInterface method) (nums.core.compute.numpy_compute.ComputeCls method) update_block_shape_map() (nums.core.compute.compute_manager.ComputeManager method) update_doc_string() (in module nums.numpy.numpy_utils)

V

var() (in module nums.numpy), [1] (in module nums.numpy.api.stats) (nums.core.array.application.ArrayApplication method) vec_from_oids() (nums.core.array.application.ArrayApplication method)

vonmises() (nums.core.array.random.NumsRandomState method) vstack() (in module nums.numpy), [1] (in module nums.numpy.api.manipulation) (nums.core.array.application.ArrayApplication method)

W

wald() (nums.core.array.random.NumsRandomState method) weibull() (nums.core.array.random.NumsRandomState method) weighted_median() (nums.core.compute.compute_interface.ComputeInterface method) (nums.core.compute.numpy_compute.ComputeCls method) where() (in module nums.numpy), [1] (in module nums.numpy.api.sort) (nums.core.array.application.ArrayApplication method) (nums.core.compute.compute_interface.ComputeInterface method) (nums.core.compute.numpy_compute.ComputeCls method)

write() (in module nums) (in module nums.api), [1] write_fs() (nums.core.array.application.ArrayApplication method) write_s3() (nums.core.array.application.ArrayApplication method)

X

xgb_predict_remote() (in module nums.experimental.nums_xgb) xgb_train_remote() (in module nums.experimental.nums_xgb) XGBClassifier (class in nums.experimental.nums_xgb)

xlogy() (nums.core.array.application.ArrayApplication method) (nums.core.compute.compute_interface.ComputeInterface method) (nums.core.compute.numpy_compute.ComputeCls method)

Z

zeros() (in module nums.numpy.api.creation) (nums.core.array.application.ArrayApplication method)

zeros_like() (in module nums.numpy), [1] (in module nums.numpy.api.creation) zipf() (nums.core.array.random.NumsRandomState method)