Index

_

__abs__() (Array method) __add__() (Array method) __adjust_cols_sp1_m_ls_n() (SquareDiagTiles method), [1], [2] __adjust_last_row_sp0_m_ge_n() (SquareDiagTiles method), [1], [2] __adjust_lshape_sp0_1tile() (SquareDiagTiles method), [1], [2] __allgather_like() (MPICommunication method), [1], [2] __alltoall_like() (MPICommunication method), [1], [2] __and__() (Array method) __array (DNDarray attribute), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] __array__() (DNDarray method), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] __array_function__() (DNDarray method), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] __array_namespace__() (Array method) __array_namespace_info__() (in module heat.array_api._inspection) __array_ufunc__() (DNDarray method), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] __balanced (DNDarray attribute), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] __bool__() (Array method) (DNDarray method), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] __broadcast_like() (MPICommunication method), [1], [2] __cast() (DNDarray method), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] __cat_halo() (DNDarray method), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] __check_partial_fit_first_call() (GaussianNB method), [1] __col_inds (SquareDiagTiles attribute), [1], [2] __col_per_proc_list (SquareDiagTiles attribute), [1], [2] __comm (DNDarray attribute), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] (TestCase attribute) __complex__() (DNDarray method), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] __create_cols() (SquareDiagTiles method), [1], [2] __create_random_np_array() (TestCase method) __def_end_row_inds_sp0_m_ge_n() (SquareDiagTiles method), [1], [2] __del__() (MPICommunication method), [1], [2] __derived_op() (MPICommunication method), [1], [2] __device (DNDarray attribute), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] __device_id (Device attribute), [1], [2] __device_type (Device attribute), [1], [2] __dlpack__() (Array method) __dlpack_device__() (Array method) __DNDarray (SplitTiles attribute), [1], [2] (SquareDiagTiles attribute), [1], [2] __dtype (DNDarray attribute), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] __eq__() (Array method) (Device method), [1], [2] __float__() (Array method) (DNDarray method), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] __floordiv__() (Array method) __gather_like() (MPICommunication method), [1], [2] __ge__() (Array method) __get_tile_slices() (SplitTiles method), [1], [2] __getattr__() (in module heat.nn) (in module heat.optim), [1] (in module heat.optim.lr_scheduler) (in module heat.utils.vision_transforms) (MPICommunication method), [1], [2] (MPIRequest method), [1], [2] __getitem__() (Array method) (Dataset method), [1] (DistributedDataset method), [1] (DNDarray method), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] (PartialH5Dataset method), [1] (SplitTiles method), [1], [2] (SquareDiagTiles method), [1], [2] __getitems__() (DistributedDataset method), [1] __gshape (DNDarray attribute), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] __gt__() (Array method) __halo_next (DNDarray attribute), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] __halo_prev (DNDarray attribute), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] __index__() (Array method) __init_checktypes() (DASO method) __int__() (Array method) (DNDarray method), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] __invert__() (Array method) __ishalo (DNDarray attribute), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] __iter__() (DataLoader method), [1] (DistributedSampler method), [1] (PartialH5DataLoaderIter method), [1] __joint_log_likelihood() (GaussianNB method), [1] __key_adds_dimension() (DNDarray method), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] __key_is_singular() (DNDarray method), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] __lam (Lasso attribute), [1] __last_diag_pr (SquareDiagTiles attribute), [1], [2] __last_tile_row_adjust_sp1() (SquareDiagTiles method), [1], [2] __le__() (Array method) __len__() (Array method) (DataLoader method), [1] (Dataset method), [1] (DistributedDataset method), [1] (DistributedSampler method), [1] (DNDarray method), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] (PartialH5DataLoaderIter method), [1] (PartialH5Dataset method), [1] __lshape_map (DNDarray attribute), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] (SplitTiles attribute), [1], [2] (SquareDiagTiles attribute), [1], [2] __lshift__() (Array method) __lt__() (Array method) __matmul__() (Array method) __mod__() (Array method) __mpi_dtype2ctype (MPICommunication attribute), [1], [2] __mpi_type_mappings (MPICommunication attribute), [1], [2] __mul__() (Array method) __ne__() (Array method) __neg__() (Array method) __next__() (PartialH5DataLoaderIter method), [1] __or__() (Array method) __pack_data() (DASO method) __partial_fit() (GaussianNB method), [1] __partitions_dict__ (DNDarray attribute), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] __pos__() (Array method) __pow__() (Array method) __prephalo() (DNDarray method), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] __radd__() (Array method) __redistribute_shuffle() (DNDarray method), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] __reduce_like() (MPICommunication method), [1], [2] __repr__() (Array method) (BaseEstimator method), [1], [2] (Device method), [1], [2] (DNDarray method), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] __rfloordiv__() (Array method) __rmod__() (Array method) __rmul__() (Array method) __row_inds (SquareDiagTiles attribute), [1], [2] __row_per_proc_list (SquareDiagTiles attribute), [1], [2] __rpow__() (Array method) __rshift__() (Array method) __rsub__() (Array method) __rtruediv__() (Array method) __scatter_like() (MPICommunication method), [1], [2] __send_like() (MPICommunication method), [1], [2] __setattr__() (DataParallel method) __setitem__() (Array method) (DNDarray method), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] (SplitTiles method), [1], [2] (SquareDiagTiles method), [1], [2] __setter() (DNDarray method), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] __split (DNDarray attribute), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] __str__() (Array method) (Device method), [1], [2] (DMD method), [1] (DMDc method), [1] (DNDarray method), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] __sub__() (Array method) __theta (Lasso attribute), [1] __thread_convert_all() (PartialH5DataLoaderIter method), [1]

__tile_dims (SplitTiles attribute), [1], [2] __tile_ends_g (SplitTiles attribute), [1], [2] __tile_locations (SplitTiles attribute), [1], [2] __tile_map (SquareDiagTiles attribute), [1], [2] __torch_device (Device attribute), [1], [2] __torch_function__() (DNDarray method), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] __torch_proxy__() (DNDarray method), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] __truediv__() (Array method) __update_mean_variance() (GaussianNB method), [1] __version__ (in module heat), [1] (in module heat.core) (in module heat.core.version) __xitem_get_key_start_stop() (DNDarray method), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] __xor__() (Array method) _active_layers (DataParallel attribute) _alltoall_shuffle() (DistributedSampler method), [1] _array (Array attribute) _assign_to_cluster() (_KCluster method), [1], [2], [3], [4] _auto_collation (PartialH5DataLoaderIter attribute), [1] _base_seed (PartialH5DataLoaderIter attribute), [1] _BatchParallelKCluster (class in heat.cluster) (class in heat.cluster.batchparallelclustering) _blocking_hook() (DataParallel method) _can_be_cast_intuitively_to (datatype attribute), [1], [2] (int16 attribute), [1], [2] (int32 attribute), [1], [2] _can_be_cast_safely_to (bool attribute), [1], [2] (complex128 attribute), [1], [2] (complex64 attribute), [1], [2] (datatype attribute), [1], [2] (float16 attribute), [1], [2] (float32 attribute), [1], [2] (float64 attribute), [1], [2] (int16 attribute), [1], [2] (int32 attribute), [1], [2] (int64 attribute), [1], [2] (int8 attribute), [1], [2] (uint8 attribute), [1], [2] _centroid_sampling_helper() (_KCluster method), [1], [2], [3], [4] _check_allowed_dtypes() (Array method) _check_gpu_aware_mpi() (in module heat) (in module heat.core) (in module heat.core._config) _cluster_centers (_BatchParallelKCluster attribute), [1] (_KCluster attribute), [1], [2], [3], [4] _collate_fn (PartialH5DataLoaderIter attribute), [1] _create_recursive_vectortype() (MPICommunication method), [1], [2] _cut_slice (Dataset attribute), [1] _dataset_fetcher (PartialH5DataLoaderIter attribute), [1] _dataset_kind (PartialH5DataLoaderIter attribute), [1] _dp_optimizers (DataParallel attribute) _drop_last (PartialH5DataLoaderIter attribute), [1] _first_iter (DataLoader attribute), [1] _forward_hook() (DataParallel method) _full_dataset_shuffle_iter() (DataLoader method), [1] _functional_value (_BatchParallelKCluster attribute), [1] (_KCluster attribute), [1], [2], [3], [4] _fwd_hook_handles (DataParallel attribute) _get_mpi_library() (in module heat) (in module heat.core) (in module heat.core._config) _global_sync() (DASO method) _gs8_waited (DASO attribute) _gs8_waits (DASO attribute) _gs_create_param_dict() (DASO method) _gs_rcv_update_params() (DASO method) _gs_rcv_update_params_last_batch() (DASO method) _gs_send_params() (DASO method) _handle_large_count() (MPICommunication method), [1], [2] _has_n_features() (in module heat.preprocessing) (in module heat.preprocessing.preprocessing) _hostnames (TestCase attribute) _in_slice() (DistributedSampler method), [1] _index_sampler (PartialH5DataLoaderIter attribute), [1] _inertia (_KCluster attribute), [1], [2], [3], [4] _init (_BatchParallelKCluster attribute), [1] _init() (finfo method), [1] (iinfo method), [1] _init_is_better() (DetectMetricPlateau method) _initialize_cluster_centers() (_KCluster method), [1], [2], [3], [4] _initialize_plus_plus() (in module heat.cluster) (in module heat.cluster.batchparallelclustering) _iparam_update() (DataParallel method) _is_2D_float_DNDarray() (in module heat.preprocessing) (in module heat.preprocessing.preprocessing) _isvd() (in module heat.decomposition) _IterableDataset_len_called (PartialH5DataLoaderIter attribute), [1] _KCluster (class in heat.cluster), [1], [2], [3] (class in heat.cluster._kcluster) _kmex() (in module heat.cluster), [1] (in module heat.cluster.batchparallelclustering) _labels (_KCluster attribute), [1], [2], [3], [4] (Spectral attribute), [1] _layer_wait_handles (DataParallel attribute) _local_update() (DASO method) _metric (_KCluster attribute), [1], [2], [3], [4] _minmax_op() (MPICommunication method), [1], [2] _moveToCompDevice() (MPICommunication method), [1], [2] _n_iter (_BatchParallelKCluster attribute), [1] (_KCluster attribute), [1], [2], [3], [4] _new() (Array method) _next_data() (PartialH5DataLoaderIter method), [1] _nonblocking_hook() (DataParallel method) _normalize_two_args() (Array method) _normalized_symmetric_L() (Laplacian method), [1] _num_workers (PartialH5DataLoaderIter attribute), [1] _num_yielded (PartialH5DataLoaderIter attribute), [1] _p (_BatchParallelKCluster attribute), [1] (_KCluster attribute), [1], [2], [3], [4] (KMeans attribute), [1] (KMedians attribute), [1] _parallel_batched_kmex_predict() (in module heat.cluster) (in module heat.cluster.batchparallelclustering) _param_indices (DataParallel attribute) _param_send_buffer_size (DASO attribute) _param_send_shp (DASO attribute) _param_slices (DataParallel attribute) _parameter_names() (BaseEstimator method), [1], [2] _pin_memory (PartialH5DataLoaderIter attribute), [1] _prev_params (DASO attribute) _promote_scalar() (Array method) _repr_pretty_() (DNDarray method), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] _reset_parameters() (DataParallel method) (DataParallelMultiGPU method) _result_type() (in module heat.array_api._dtypes) _sampler_iter (PartialH5DataLoaderIter attribute), [1] _shuffle() (DistributedSampler method), [1] _simple_L() (Laplacian method), [1] _spectral_embedding() (Spectral method), [1] _start_local_sync() (DASO method) _stop_local_sync() (DASO method) _timeout (PartialH5DataLoaderIter attribute), [1] _tol_wrt_dtype() (in module heat.preprocessing) (in module heat.preprocessing.preprocessing) _torch_matrix_diag() (in module heat.decomposition) (in module heat.decomposition.dmd) _update_centroids() (_KCluster method), [1], [2], [3], [4] (KMeans method), [1] (KMedians method), [1] (KMedoids method), [1] _validate_index() (Array method) _validate_input() (in module heat.cluster) (in module heat.cluster.metrics)

A

abs() (in module heat) (in module heat.array_api._elementwise_functions) (in module heat.core) (in module heat.core.rounding) absolute() (in module heat) (in module heat.core) (in module heat.core.rounding) acos (in module heat) (in module heat.core) (in module heat.core.trigonometrics) acos() (in module heat.array_api._elementwise_functions) acosh() (in module heat) (in module heat.array_api._elementwise_functions) (in module heat.core) (in module heat.core.trigonometrics) add() (in module heat) (in module heat.array_api._elementwise_functions) (in module heat.core) (in module heat.core.arithmetics) (in module heat.sparse) (in module heat.sparse.arithmetics) add_scaler() (DASO method) all() (in module heat) (in module heat.array_api._utility_functions) (in module heat.core) (in module heat.core.logical) allclose() (in module heat) (in module heat.core) (in module heat.core.logical) Allgather() (MPICommunication method), [1], [2] Allgatherv() (MPICommunication method), [1], [2] Allreduce() (MPICommunication method), [1], [2] Alltoall() (MPICommunication method), [1], [2] alltoall_recvbuffer() (MPICommunication method), [1], [2] alltoall_sendbuffer() (MPICommunication method), [1], [2] Alltoallv() (MPICommunication method), [1], [2] Alltoallw() (MPICommunication method), [1], [2] amp (DASO attribute) angle() (in module heat) (in module heat.core) (in module heat.core.complex_math) any() (in module heat) (in module heat.array_api._utility_functions) (in module heat.core) (in module heat.core.logical) arange() (in module heat) (in module heat.array_api._creation_functions) (in module heat.core) (in module heat.core.factories) arccos() (in module heat) (in module heat.core) (in module heat.core.trigonometrics) arccosh (in module heat) (in module heat.core) (in module heat.core.trigonometrics) arcsin() (in module heat) (in module heat.core) (in module heat.core.trigonometrics) arcsinh (in module heat) (in module heat.core) (in module heat.core.trigonometrics)

arctan() (in module heat) (in module heat.core) (in module heat.core.trigonometrics) arctan2() (in module heat) (in module heat.core) (in module heat.core.trigonometrics) arctanh (in module heat) (in module heat.core) (in module heat.core.trigonometrics) argmax() (in module heat) (in module heat.array_api._searching_functions) (in module heat.core) (in module heat.core.statistics) argmin() (in module heat) (in module heat.array_api._searching_functions) (in module heat.core) (in module heat.core.statistics) Array (class in heat.array_api._array_object) array() (in module heat) (in module heat.core) (in module heat.core.factories) as_buffer() (MPICommunication method), [1], [2] as_mpi_memory() (MPICommunication method), [1], [2] asarray() (in module heat) (in module heat.array_api._creation_functions) (in module heat.core) (in module heat.core.factories) asin (in module heat) (in module heat.core) (in module heat.core.trigonometrics) asin() (in module heat.array_api._elementwise_functions) asinh() (in module heat) (in module heat.array_api._elementwise_functions) (in module heat.core) (in module heat.core.trigonometrics) assert_array_equal() (TestCase method) assert_func_equal() (TestCase method) assert_func_equal_for_tensor() (TestCase method) assertTrue_memory_layout() (TestCase method) assign_labels (Spectral attribute), [1] astype() (DNDarray method), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] (in module heat.array_api._data_type_functions) atan (in module heat) (in module heat.core) (in module heat.core.trigonometrics) atan() (in module heat.array_api._elementwise_functions) atan2 (in module heat) (in module heat.core) (in module heat.core.trigonometrics) atan2() (in module heat.array_api._elementwise_functions) atanh() (in module heat) (in module heat.array_api._elementwise_functions) (in module heat.core) (in module heat.core.trigonometrics) average() (in module heat) (in module heat.core) (in module heat.core.statistics)

B

balance() (in module heat) (in module heat.core) (in module heat.core.manipulations) balance_() (DNDarray method), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] BaseEstimator (class in heat) (class in heat.core) (class in heat.core.base) batch_size (IncrementalPCA attribute), [1] (PartialH5DataLoaderIter attribute), [1] batch_size_ (IncrementalPCA attribute), [1] batches_to_wait (DASO attribute) BatchParallelKMeans (class in heat.cluster) (class in heat.cluster.batchparallelclustering) BatchParallelKMedians (class in heat.cluster) (class in heat.cluster.batchparallelclustering) Bcast() (MPICommunication method), [1], [2] best (DetectMetricPlateau attribute) bincount() (in module heat) (in module heat.core) (in module heat.core.statistics) bits (finfo_object attribute) (iinfo_object attribute) bitwise_and() (in module heat) (in module heat.array_api._elementwise_functions) (in module heat.core) (in module heat.core.arithmetics) bitwise_invert() (in module heat.array_api._elementwise_functions) bitwise_left_shift() (in module heat.array_api._elementwise_functions) bitwise_not (in module heat) (in module heat.core) (in module heat.core.arithmetics) bitwise_or() (in module heat) (in module heat.array_api._elementwise_functions) (in module heat.core) (in module heat.core.arithmetics)

bitwise_right_shift() (in module heat.array_api._elementwise_functions) bitwise_xor() (in module heat) (in module heat.array_api._elementwise_functions) (in module heat.core) (in module heat.core.arithmetics) blocking_parameter_updates (DataParallel attribute) (DataParallelOptimizer attribute) bool (class in heat) (class in heat.core) (class in heat.core.types) (in module heat.array_api._dtypes) boundary (Spectral attribute), [1] broadcast_arrays() (in module heat) (in module heat.array_api._data_type_functions) (in module heat.core) (in module heat.core.manipulations) broadcast_shape() (in module heat) (in module heat.core) (in module heat.core.stride_tricks) broadcast_shapes() (in module heat) (in module heat.core) (in module heat.core.stride_tricks) broadcast_to() (in module heat) (in module heat.array_api._data_type_functions) (in module heat.core) (in module heat.core.manipulations) Bsend() (MPICommunication method), [1], [2] bucketize() (in module heat) (in module heat.core) (in module heat.core.statistics)

C

can_cast() (in module heat) (in module heat.array_api._data_type_functions) (in module heat.core) (in module heat.core.types) can_cast_to() (datatype method), [1], [2] canonical_heat_type() (in module heat) (in module heat.core) (in module heat.core.types) capabilities() (in module heat.array_api._inspection) cast_dtype (DASO attribute) cdist() (in module heat.spatial) (in module heat.spatial.distance) ceil() (in module heat) (in module heat.array_api._elementwise_functions) (in module heat.core) (in module heat.core.rounding) cg() (in module heat) (in module heat.core.linalg) (in module heat.core.linalg.solver) char() (bool method), [1], [2] (complex128 method), [1], [2] (complex64 method), [1], [2] (datatype method), [1], [2] (float16 method), [1], [2] (float32 method), [1], [2] (float64 method), [1], [2] (int16 method), [1], [2] (int32 method), [1], [2] (int64 method), [1], [2] (int8 method), [1], [2] (uint8 method), [1], [2] chunk() (Communication method), [1], [2] (MPICommunication method), [1], [2] classes_ (KNeighborsClassifier attribute), [1] ClassificationMixin (class in heat) (class in heat.core) (class in heat.core.base) cli() (in module heat.cli) clip (MinMaxScaler attribute), [1] clip() (in module heat) (in module heat.core) (in module heat.core.rounding) ClusteringMixin (class in heat) (class in heat.core) (class in heat.core.base) collect() (in module heat) (in module heat.core) (in module heat.core.manipulations) collect_() (DNDarray method), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] column_stack() (in module heat) (in module heat.core) (in module heat.core.manipulations) comm (DASO attribute) (DataParallel attribute) (DataParallelMultiGPU attribute) (Dataset attribute), [1] (MNISTDataset attribute) (PartialH5DataLoaderIter attribute), [1] (PartialH5Dataset attribute), [1] Communication (class in heat) (class in heat.core) (class in heat.core.communication) complex128 (class in heat) (class in heat.core) (class in heat.core.types) (in module heat.array_api._dtypes) complex64 (class in heat) (class in heat.core) (class in heat.core.types) (in module heat.array_api._dtypes) components_ (IncrementalPCA attribute), [1] (PCA attribute), [1]

concat() (in module heat.array_api._manipulation_functions) concatenate() (in module heat) (in module heat.core) (in module heat.core.manipulations) condest() (in module heat) (in module heat.core.linalg) (in module heat.core.linalg.basics) conjugate() (in module heat) (in module heat.core) (in module heat.core.complex_math) construct() (Laplacian method), [1] convert_queue (PartialH5Dataset attribute), [1] convolve() (in module heat) (in module heat.core) (in module heat.core.signal) convolve2d() (in module heat) (in module heat.core) (in module heat.core.signal) cooldown (DetectMetricPlateau attribute) cooldown_counter (DetectMetricPlateau attribute) cooldown_epochs (DASO attribute) copy (MaxAbsScaler attribute), [1] (MinMaxScaler attribute), [1] (Normalizer attribute), [1] (PCA attribute), [1] (RobustScaler attribute), [1] (StandardScaler attribute), [1] copy() (in module heat) (in module heat.core) (in module heat.core.memory) copysign() (in module heat) (in module heat.core) (in module heat.core.arithmetics) correction (DistributedSampler attribute), [1] cos() (in module heat) (in module heat.array_api._elementwise_functions) (in module heat.core) (in module heat.core.trigonometrics) cosh() (in module heat) (in module heat.array_api._elementwise_functions) (in module heat.core) (in module heat.core.trigonometrics) COUNT_LIMIT (MPICommunication attribute), [1], [2] counts_displs() (DNDarray method), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] counts_displs_shape() (MPICommunication method), [1], [2] cov() (in module heat) (in module heat.core) (in module heat.core.statistics) cpu (in module heat) (in module heat.core) (in module heat.core.devices) cpu() (DNDarray method), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] CrayMPI (MPILibrary attribute), [1], [2] create_clusters() (in module heat.utils.data.spherical) create_lshape_map() (DNDarray method), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] create_partition_interface() (DNDarray method), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] create_spherical_dataset() (in module heat.utils.data.spherical) create_train_val_split() (in module heat.utils.data) (in module heat.utils.data.datatools) cross() (in module heat) (in module heat.core.linalg) (in module heat.core.linalg.basics) cumprod() (in module heat) (in module heat.core) (in module heat.core.arithmetics) cumproduct (in module heat) (in module heat.core) (in module heat.core.arithmetics) cumsum() (in module heat) (in module heat.core) (in module heat.core.arithmetics)

D

dali_tfrecord2idx() (in module heat.utils.data._utils) DASO (class in heat.optim.dp_optimizer) data (Dataset attribute), [1] DataLoader (class in heat.utils.data) (class in heat.utils.data.datatools) (DataLoader attribute), [1] DataParallel (class in heat.nn.data_parallel) DataParallelMultiGPU (class in heat.nn.data_parallel) DataParallelOptimizer (class in heat.optim.dp_optimizer) Dataset (class in heat.utils.data) (class in heat.utils.data.datatools) dataset (DataLoader attribute), [1] (DistributedSampler attribute), [1] (PartialH5DataLoaderIter attribute), [1] dataset_ishuffle() (in module heat.utils.data) (in module heat.utils.data.datatools) dataset_names (PartialH5Dataset attribute), [1] dataset_order (PartialH5Dataset attribute), [1] dataset_shuffle() (in module heat.utils.data) (in module heat.utils.data.datatools) datatype (class in heat) (class in heat.core) (class in heat.core.types) DCSC_matrix (class in heat.sparse) (class in heat.sparse.dcsx_matrix) DCSR_matrix (class in heat.sparse) (class in heat.sparse.dcsx_matrix) default_device() (in module heat.array_api._inspection) default_dtypes() (in module heat.array_api._inspection) default_float (in module heat.array_api._dtypes) default_int (in module heat.array_api._dtypes) deg2rad() (in module heat) (in module heat.core) (in module heat.core.trigonometrics) degrees() (in module heat) (in module heat.core) (in module heat.core.trigonometrics) det() (in module heat) (in module heat.core.linalg) (in module heat.core.linalg.basics) DetectMetricPlateau (class in heat.optim.utils) Device (class in heat) (class in heat.core) (class in heat.core.devices) device (TestCase attribute) devices() (in module heat.array_api._inspection) diag() (in module heat) (in module heat.core) (in module heat.core.manipulations)

diagonal() (in module heat) (in module heat.core) (in module heat.core.manipulations) diff() (in module heat) (in module heat.core) (in module heat.core.arithmetics) digitize() (in module heat) (in module heat.core) (in module heat.core.statistics) DistributedDataset (class in heat.utils.data) (class in heat.utils.data.datatools) DistributedSampler (class in heat.utils.data) (class in heat.utils.data.datatools) div() (in module heat) (in module heat.core) (in module heat.core.arithmetics) divide (in module heat) (in module heat.core) (in module heat.core.arithmetics) divide() (in module heat.array_api._elementwise_functions) divmod() (in module heat) (in module heat.core) (in module heat.core.arithmetics) DMD (class in heat.decomposition) (class in heat.decomposition.dmd) DMDc (class in heat.decomposition) (class in heat.decomposition.dmd) dmdmodes_ (DMD attribute), [1] (DMDc attribute), [1] DNDarray (class in heat) (class in heat.classification) (class in heat.cluster), [1], [2], [3], [4], [5] (class in heat.core), [1], [2] (class in heat.core.dndarray) (class in heat.graph) (class in heat.naive_bayes) (class in heat.regression) dndarray (DistributedDataset attribute), [1] (DistributedSampler attribute), [1] dot() (in module heat) (in module heat.core.linalg) (in module heat.core.linalg.basics) dsplit() (in module heat) (in module heat.core) (in module heat.core.manipulations) dtypes() (in module heat.array_api._inspection)

E

e (in module heat) (in module heat.array_api._constants) (in module heat.core) (in module heat.core.constants) effective_metric_ (KNeighborsClassifier attribute), [1] eigen_solver (Spectral attribute), [1] eigh() (in module heat) (in module heat.core.linalg) (in module heat.core.linalg.eigh) empty() (in module heat) (in module heat.array_api._creation_functions) (in module heat.core) (in module heat.core.factories) empty_like() (in module heat) (in module heat.array_api._creation_functions) (in module heat.core) (in module heat.core.factories) envar (TestCase attribute) epoch (DASO attribute) epoch_end (PartialH5Dataset attribute), [1] epoch_loss_logic() (DASO method) eps (finfo_object attribute) eq() (in module heat) (in module heat.core) (in module heat.core.relational) equal() (in module heat) (in module heat.array_api._elementwise_functions) (in module heat.core) (in module heat.core.relational)

Euler (in module heat) (in module heat.core) (in module heat.core.constants) exp() (in module heat) (in module heat.array_api._elementwise_functions) (in module heat.core) (in module heat.core.exponential) exp2() (in module heat) (in module heat.core) (in module heat.core.exponential) expand_dims() (in module heat) (in module heat.array_api._manipulation_functions) (in module heat.core) (in module heat.core.manipulations) explained_variance_ (PCA attribute), [1] explained_variance_ratio_ (PCA attribute), [1] expm (in module heat) (in module heat.core.linalg) (in module heat.core.linalg.basics) expm1() (in module heat) (in module heat.array_api._elementwise_functions) (in module heat.core) (in module heat.core.exponential) Exscan() (MPICommunication method), [1], [2] extension (in module heat.core.version) eye() (in module heat) (in module heat.array_api._creation_functions) (in module heat.core) (in module heat.core.factories)

F

fabs() (in module heat) (in module heat.core) (in module heat.core.rounding) feature_range (MinMaxScaler attribute), [1] fft() (in module heat.fft) (in module heat.fft.fft) fft2() (in module heat.fft) (in module heat.fft.fft) fftfreq() (in module heat.fft) (in module heat.fft.fft) fftn() (in module heat.fft) (in module heat.fft.fft) fftshift() (in module heat.fft) (in module heat.fft.fft) file (PartialH5Dataset attribute), [1] fill_diagonal() (DNDarray method), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] finfo (class in heat) (class in heat.core) finfo() (in module heat.array_api._data_type_functions) finfo_object (class in heat.array_api._data_type_functions) fit() (_BatchParallelKCluster method), [1] (_KCluster method), [1], [2], [3], [4] (ClassificationMixin method), [1], [2] (ClusteringMixin method), [1], [2] (DMD method), [1] (DMDc method), [1] (GaussianNB method), [1] (IncrementalPCA method), [1] (KMeans method), [1] (KMedians method), [1] (KMedoids method), [1] (KNeighborsClassifier method), [1] (Lasso method), [1] (MaxAbsScaler method), [1] (MinMaxScaler method), [1] (Normalizer method), [1] (PCA method), [1] (RegressionMixin method), [1], [2] (RobustScaler method), [1] (Spectral method), [1] (StandardScaler method), [1] (TransformMixin method), [1], [2] fit_predict() (ClassificationMixin method), [1], [2] (ClusteringMixin method), [1], [2] (RegressionMixin method), [1], [2] fit_transform() (TransformMixin method), [1], [2] flatten() (in module heat) (in module heat.core) (in module heat.core.manipulations) flexible (class in heat) (class in heat.core) (class in heat.core.types) flip() (in module heat) (in module heat.array_api._manipulation_functions) (in module heat.core) (in module heat.core.manipulations)

fliplr() (in module heat) (in module heat.core) (in module heat.core.manipulations) flipud() (in module heat) (in module heat.core) (in module heat.core.manipulations) float16 (class in heat) (class in heat.core) (class in heat.core.types) float32 (class in heat) (class in heat.core) (class in heat.core.types) (in module heat.array_api._dtypes) float64 (class in heat) (class in heat.core) (class in heat.core.types) (in module heat.array_api._dtypes) floating (class in heat) (class in heat.core) (class in heat.core.types) floor() (in module heat) (in module heat.array_api._elementwise_functions) (in module heat.core) (in module heat.core.rounding) floor_divide (in module heat) (in module heat.core) (in module heat.core.arithmetics) floor_divide() (in module heat.array_api._elementwise_functions) floordiv() (in module heat) (in module heat.core) (in module heat.core.arithmetics) fmod() (in module heat) (in module heat.core) (in module heat.core.arithmetics) forward() (DataParallel method) (DataParallelMultiGPU method) Free() (MPICommunication method), [1], [2] from_dlpack() (in module heat.array_api._creation_functions) from_partition_dict() (in module heat) (in module heat.core) (in module heat.core.factories) from_partitioned() (in module heat) (in module heat.core) (in module heat.core.factories) full() (in module heat) (in module heat.array_api._creation_functions) (in module heat.core) (in module heat.core.factories) full_like() (in module heat) (in module heat.array_api._creation_functions) (in module heat.core) (in module heat.core.factories) func_getattr() (in module heat.nn.functional)

G

gamma (Spectral attribute), [1] Gather() (MPICommunication method), [1], [2] Gatherv() (MPICommunication method), [1], [2] GaussianNB (class in heat.naive_bayes) (class in heat.naive_bayes.gaussianNB) gcd() (in module heat) (in module heat.core) (in module heat.core.arithmetics) ge() (in module heat) (in module heat.core) (in module heat.core.relational) get_comm() (in module heat) (in module heat.core) (in module heat.core.communication) get_device() (in module heat) (in module heat.core) (in module heat.core.devices) get_halo() (DNDarray method), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] get_hostnames() (TestCase method) get_params() (BaseEstimator method), [1], [2] get_printoptions() (in module heat) (in module heat.core) (in module heat.core.printing)

get_rank() (TestCase method) get_size() (TestCase method) get_start_stop() (SquareDiagTiles method), [1], [2] get_state() (DetectMetricPlateau method) (in module heat.core.random) get_subarray_params() (SplitTiles method), [1], [2] get_tile_size() (SplitTiles method), [1], [2] get_tmpdir() (TestCase method) global_printing() (in module heat) (in module heat.core) (in module heat.core.printing) global_skip (DASO attribute) gpu (PartialH5Dataset attribute), [1] gpu() (DNDarray method), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] greater() (in module heat.array_api._elementwise_functions) greater_equal() (in module heat.array_api._elementwise_functions) gt() (in module heat) (in module heat.core) (in module heat.core.relational)

H

handle (MPICommunication attribute), [1], [2] (MPIRequest attribute), [1], [2] heat module heat.array_api module heat.array_api._array_object module heat.array_api._constants module heat.array_api._creation_functions module heat.array_api._data_type_functions module heat.array_api._dtypes module heat.array_api._elementwise_functions module heat.array_api._inspection module heat.array_api._manipulation_functions module heat.array_api._searching_functions module heat.array_api._set_functions module heat.array_api._sorting_functions module heat.array_api._statistical_functions module heat.array_api._typing module heat.array_api._utility_functions module heat.array_api.linalg module heat.classification module heat.classification.kneighborsclassifier module heat.cli module heat.cluster module heat.cluster._kcluster module heat.cluster.batchparallelclustering module heat.cluster.kmeans module heat.cluster.kmedians module heat.cluster.kmedoids module heat.cluster.metrics module heat.cluster.spectral module heat.core module heat.core._config module heat.core._operations module heat.core.arithmetics module heat.core.base module heat.core.communication module heat.core.complex_math module heat.core.constants module heat.core.devices module heat.core.dndarray module heat.core.exponential module heat.core.factories module heat.core.indexing module heat.core.io module heat.core.linalg module heat.core.linalg.basics module heat.core.linalg.eigh module heat.core.linalg.polar module heat.core.linalg.qr module heat.core.linalg.randomized module heat.core.linalg.solver module heat.core.linalg.svd module heat.core.linalg.svdtools module heat.core.logical module heat.core.manipulations module heat.core.memory module heat.core.printing module heat.core.random module heat.core.relational module heat.core.rounding module heat.core.sanitation module heat.core.signal module heat.core.statistics module heat.core.stride_tricks module heat.core.tiling module heat.core.trigonometrics module heat.core.types module

heat.core.version module heat.core.vmap module heat.datasets module heat.decomposition module heat.decomposition.dmd module heat.decomposition.pca module heat.fft module heat.fft.fft module heat.graph module heat.graph.laplacian module heat.naive_bayes module heat.naive_bayes.gaussianNB module heat.nn module heat.nn.data_parallel module heat.nn.functional module heat.optim module heat.optim.dp_optimizer module heat.optim.lr_scheduler module heat.optim.utils module heat.preprocessing module heat.preprocessing.preprocessing module heat.regression module heat.regression.lasso module heat.sparse module heat.sparse._operations module heat.sparse.arithmetics module heat.sparse.dcsx_matrix module heat.sparse.factories module heat.sparse.manipulations module heat.spatial module heat.spatial.distance module heat.testing module heat.testing.basic_test module heat.utils module heat.utils.data module heat.utils.data._utils module heat.utils.data.datatools module heat.utils.data.matrixgallery module heat.utils.data.mnist module heat.utils.data.partial_dataset module heat.utils.data.spherical module heat.utils.vision_transforms module heat_type_is_complexfloating() (in module heat) (in module heat.core) (in module heat.core.types) heat_type_is_exact() (in module heat) (in module heat.core) (in module heat.core.types) heat_type_is_inexact() (in module heat) (in module heat.core) (in module heat.core.types) heat_type_is_realfloating() (in module heat) (in module heat.core) (in module heat.core.types) heat_type_of() (in module heat) (in module heat.core) (in module heat.core.types) hermitian() (in module heat.utils.data.matrixgallery) hfft() (in module heat.fft) (in module heat.fft.fft) hfft2() (in module heat.fft) (in module heat.fft.fft) hfftn() (in module heat.fft) (in module heat.fft.fft) histc() (in module heat) (in module heat.core) (in module heat.core.statistics) histogram() (in module heat) (in module heat.core) (in module heat.core.statistics) hsplit() (in module heat) (in module heat.core) (in module heat.core.manipulations) hstack() (in module heat) (in module heat.core) (in module heat.core.manipulations) hsvd() (in module heat) (in module heat.core.linalg) (in module heat.core.linalg.svdtools) hsvd_rank() (in module heat) (in module heat.core.linalg) (in module heat.core.linalg.svdtools) hsvd_rtol() (in module heat) (in module heat.core.linalg) (in module heat.core.linalg.svdtools) htdata (Dataset attribute), [1] (MNISTDataset attribute) httargets (MNISTDataset attribute) hypot() (in module heat) (in module heat.core) (in module heat.core.arithmetics)

I

Iallgather() (MPICommunication method), [1], [2] Iallgatherv() (MPICommunication method), [1], [2] Iallreduce() (MPICommunication method), [1], [2] Ialltoall() (MPICommunication method), [1], [2] Ialltoallv() (MPICommunication method), [1], [2] Ibcast() (MPICommunication method), [1], [2] Ibsend() (MPICommunication method), [1], [2] Iexscan() (MPICommunication method), [1], [2] ifft() (in module heat.fft) (in module heat.fft.fft) ifft2() (in module heat.fft) (in module heat.fft.fft) ifftn() (in module heat.fft) (in module heat.fft.fft) ifftshift() (in module heat.fft) (in module heat.fft.fft) Igather() (MPICommunication method), [1], [2] Igatherv() (MPICommunication method), [1], [2] ihfft() (in module heat.fft) (in module heat.fft.fft) ihfft2() (in module heat.fft) (in module heat.fft.fft) ihfftn() (in module heat.fft) (in module heat.fft.fft) iinfo (class in heat) (class in heat.core) iinfo() (in module heat.array_api._data_type_functions) iinfo_object (class in heat.array_api._data_type_functions) imag() (in module heat) (in module heat.core) (in module heat.core.complex_math) IncrementalPCA (class in heat.decomposition) (class in heat.decomposition.pca) Inf (in module heat) inf (in module heat) (in module heat.array_api._constants) Inf (in module heat.core) inf (in module heat.core) Inf (in module heat.core.constants) inf (in module heat.core.constants) Infinity (in module heat) (in module heat.core) (in module heat.core.constants) Infty (in module heat) (in module heat.core) (in module heat.core.constants) init (_KCluster attribute), [1], [2], [3], [4] (BatchParallelKMeans attribute), [1] (BatchParallelKMedians attribute), [1] int16 (class in heat) (class in heat.core) (class in heat.core.types) (in module heat.array_api._dtypes) int32 (class in heat) (class in heat.core) (class in heat.core.types) (in module heat.array_api._dtypes) int64 (class in heat) (class in heat.core) (class in heat.core.types) (in module heat.array_api._dtypes) int8 (class in heat) (class in heat.core) (class in heat.core.types) (in module heat.array_api._dtypes) integer (class in heat) (class in heat.core) (class in heat.core.types) IntelMPI (MPILibrary attribute), [1], [2] inv() (in module heat) (in module heat.core.linalg) (in module heat.core.linalg.basics) inverse_indices (UniqueInverseResult attribute) inverse_transform() (IncrementalPCA method), [1] (MaxAbsScaler method), [1] (MinMaxScaler method), [1] (PCA method), [1] (RobustScaler method), [1] (StandardScaler method), [1]

invert() (in module heat) (in module heat.core) (in module heat.core.arithmetics) Irecv() (MPICommunication method), [1], [2] Ireduce() (MPICommunication method), [1], [2] irfft() (in module heat.fft) (in module heat.fft.fft) irfft2() (in module heat.fft) (in module heat.fft.fft) irfftn() (in module heat.fft) (in module heat.fft.fft) Irsend() (MPICommunication method), [1], [2] is_balanced() (DNDarray method), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] is_better() (DetectMetricPlateau method) is_classifier() (in module heat) (in module heat.core) (in module heat.core.base) is_clusterer() (in module heat) (in module heat.core) (in module heat.core.base) is_distributed() (Communication method), [1], [2] (DNDarray method), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] (MPICommunication method), [1], [2] is_estimator() (in module heat) (in module heat.core) (in module heat.core.base) is_regressor() (in module heat) (in module heat.core) (in module heat.core.base) is_transformer() (in module heat) (in module heat.core) (in module heat.core.base) Iscan() (MPICommunication method), [1], [2] Iscatter() (MPICommunication method), [1], [2] Iscatterv() (MPICommunication method), [1], [2] isclose() (in module heat) (in module heat.core) (in module heat.core.logical) iscomplex() (in module heat) (in module heat.core) (in module heat.core.types) Isend() (MPICommunication method), [1], [2] isfinite() (in module heat) (in module heat.array_api._elementwise_functions) (in module heat.core) (in module heat.core.logical) ishuffle (Dataset attribute), [1] (MNISTDataset attribute) (PartialH5Dataset attribute), [1] Ishuffle() (Dataset method), [1] (MNISTDataset method) (PartialH5Dataset method), [1] isinf() (in module heat) (in module heat.array_api._elementwise_functions) (in module heat.core) (in module heat.core.logical) isnan() (in module heat) (in module heat.array_api._elementwise_functions) (in module heat.core) (in module heat.core.logical) isneginf() (in module heat) (in module heat.core) (in module heat.core.logical) isposinf() (in module heat) (in module heat.core) (in module heat.core.logical) isreal() (in module heat) (in module heat.core) (in module heat.core.types) Issend() (MPICommunication method), [1], [2] issubdtype() (in module heat) (in module heat.core) (in module heat.core.types) isvd() (in module heat) (in module heat.core.linalg) (in module heat.core.linalg.svdtools) item() (DNDarray method), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] iterated_power (PCA attribute), [1]

K

KMeans (class in heat.cluster) (class in heat.cluster.kmeans) KMedians (class in heat.cluster) (class in heat.cluster.kmedians) KMedoids (class in heat.cluster) (class in heat.cluster.kmedoids)

KNeighborsClassifier (class in heat.classification) (class in heat.classification.kneighborsclassifier) kurtosis() (in module heat) (in module heat.core) (in module heat.core.statistics)

L

lanczos() (in module heat) (in module heat.core.linalg) (in module heat.core.linalg.solver) lanczos_n_iter (Spectral attribute), [1] Laplacian (class in heat.graph) (class in heat.graph.laplacian) laplacian (Spectral attribute), [1] Lasso (class in heat.regression) (class in heat.regression.lasso) last_epoch (DataLoader attribute), [1] (DetectMetricPlateau attribute) lcl_full_sz (PartialH5Dataset attribute), [1] lcl_half (Dataset attribute), [1] lcm() (in module heat) (in module heat.core) (in module heat.core.arithmetics) le() (in module heat) (in module heat.core) (in module heat.core.relational) left_shift() (in module heat) (in module heat.core) (in module heat.core.arithmetics) less() (in module heat.array_api._elementwise_functions) less_equal() (in module heat.array_api._elementwise_functions) link() (DistributedSampler method), [1] linked_sampler (DistributedSampler attribute), [1] linspace() (in module heat) (in module heat.array_api._creation_functions) (in module heat.core) (in module heat.core.factories) load() (in module heat) (in module heat.core) (in module heat.core.io) load_csv() (in module heat) (in module heat.core) (in module heat.core.io) load_end (PartialH5Dataset attribute), [1] load_npy_from_path() (in module heat) (in module heat.core) (in module heat.core.io) load_start (PartialH5Dataset attribute), [1] load_thread (PartialH5Dataset attribute), [1] loading_condition (PartialH5Dataset attribute), [1] loading_queue (PartialH5Dataset attribute), [1] loads_left (PartialH5Dataset attribute), [1] loc_gpus (DASO attribute) local_data_end (PartialH5Dataset attribute), [1] local_data_start (PartialH5Dataset attribute), [1] local_get() (SquareDiagTiles method), [1], [2] local_optimizer (DASO attribute) local_printing() (in module heat) (in module heat.core) (in module heat.core.printing)

local_set() (SquareDiagTiles method), [1], [2] local_skip (DASO attribute) local_skip_factor (DASO attribute) local_to_global() (SquareDiagTiles method), [1], [2] log() (in module heat) (in module heat.array_api._elementwise_functions) (in module heat.core) (in module heat.core.exponential) log10() (in module heat) (in module heat.array_api._elementwise_functions) (in module heat.core) (in module heat.core.exponential) log1p() (in module heat) (in module heat.array_api._elementwise_functions) (in module heat.core) (in module heat.core.exponential) log2() (in module heat) (in module heat.array_api._elementwise_functions) (in module heat.core) (in module heat.core.exponential) logaddexp() (in module heat) (in module heat.array_api._elementwise_functions) (in module heat.core) (in module heat.core.exponential) logaddexp2() (in module heat) (in module heat.core) (in module heat.core.exponential) logical_and() (in module heat) (in module heat.array_api._elementwise_functions) (in module heat.core) (in module heat.core.logical) logical_not() (in module heat) (in module heat.array_api._elementwise_functions) (in module heat.core) (in module heat.core.logical) logical_or() (in module heat) (in module heat.array_api._elementwise_functions) (in module heat.core) (in module heat.core.logical) logical_xor() (in module heat) (in module heat.array_api._elementwise_functions) (in module heat.core) (in module heat.core.logical) logspace() (in module heat) (in module heat.core) (in module heat.core.factories) logsumexp() (GaussianNB method), [1] lt() (in module heat) (in module heat.core) (in module heat.core.relational)

M

major (in module heat.core.version) manhattan() (in module heat.spatial) (in module heat.spatial.distance) mappings (bool attribute), [1], [2] (complex128 attribute), [1], [2] (complex64 attribute), [1], [2] (datatype attribute), [1], [2] (float16 attribute), [1], [2] (float32 attribute), [1], [2] (float64 attribute), [1], [2] (int16 attribute), [1], [2] (int32 attribute), [1], [2] (int64 attribute), [1], [2] (int8 attribute), [1], [2] (uint8 attribute), [1], [2] match_tiles() (SquareDiagTiles method), [1], [2] matmul() (in module heat) (in module heat.array_api.linalg) (in module heat.core.linalg) (in module heat.core.linalg.basics) matrix_exp() (in module heat) (in module heat.core.linalg) (in module heat.core.linalg.basics) matrix_norm() (in module heat) (in module heat.core.linalg) (in module heat.core.linalg.basics) matrix_transpose() (in module heat.array_api.linalg) max (finfo_object attribute) (iinfo_object attribute) max() (in module heat) (in module heat.array_api._statistical_functions) (in module heat.core) (in module heat.core.statistics) max_gs (DASO attribute) max_iter (_BatchParallelKCluster attribute), [1] (_KCluster attribute), [1], [2], [3], [4] (Lasso attribute), [1] MaxAbsScaler (class in heat.preprocessing) (class in heat.preprocessing.preprocessing) maximum() (in module heat) (in module heat.core) (in module heat.core.statistics) mean() (in module heat) (in module heat.array_api._statistical_functions) (in module heat.core) (in module heat.core.statistics) mean_ (IncrementalPCA attribute), [1] (PCA attribute), [1] median() (in module heat) (in module heat.core) (in module heat.core.statistics) merge_files_imagenet_tfrecord() (in module heat.utils.data._utils) meshgrid() (in module heat) (in module heat.array_api._creation_functions) (in module heat.core) (in module heat.core.factories) metric (Spectral attribute), [1] micro (in module heat.core.version) min (finfo_object attribute) (iinfo_object attribute) min() (in module heat) (in module heat.array_api._statistical_functions) (in module heat.core) (in module heat.core.statistics) minimum() (in module heat) (in module heat.core) (in module heat.core.statistics) MinMaxScaler (class in heat.preprocessing) (class in heat.preprocessing.preprocessing) minor (in module heat.core.version) MNISTDataset (class in heat.utils.data.mnist) mod (in module heat) (in module heat.core) (in module heat.core.arithmetics) mode (DetectMetricPlateau attribute) mode_worse (DetectMetricPlateau attribute) modf() (in module heat) (in module heat.core) (in module heat.core.rounding) module heat heat.array_api heat.array_api._array_object heat.array_api._constants heat.array_api._creation_functions heat.array_api._data_type_functions heat.array_api._dtypes heat.array_api._elementwise_functions heat.array_api._inspection heat.array_api._manipulation_functions heat.array_api._searching_functions heat.array_api._set_functions heat.array_api._sorting_functions heat.array_api._statistical_functions heat.array_api._typing heat.array_api._utility_functions heat.array_api.linalg heat.classification heat.classification.kneighborsclassifier heat.cli heat.cluster heat.cluster._kcluster heat.cluster.batchparallelclustering heat.cluster.kmeans heat.cluster.kmedians heat.cluster.kmedoids heat.cluster.metrics heat.cluster.spectral heat.core heat.core._config heat.core._operations heat.core.arithmetics heat.core.base heat.core.communication heat.core.complex_math heat.core.constants heat.core.devices heat.core.dndarray heat.core.exponential heat.core.factories heat.core.indexing heat.core.io heat.core.linalg heat.core.linalg.basics heat.core.linalg.eigh heat.core.linalg.polar heat.core.linalg.qr heat.core.linalg.randomized heat.core.linalg.solver heat.core.linalg.svd heat.core.linalg.svdtools heat.core.logical heat.core.manipulations heat.core.memory heat.core.printing heat.core.random heat.core.relational heat.core.rounding heat.core.sanitation heat.core.signal heat.core.statistics heat.core.stride_tricks heat.core.tiling heat.core.trigonometrics heat.core.types heat.core.version heat.core.vmap heat.datasets heat.decomposition heat.decomposition.dmd heat.decomposition.pca heat.fft heat.fft.fft heat.graph heat.graph.laplacian heat.naive_bayes heat.naive_bayes.gaussianNB heat.nn heat.nn.data_parallel heat.nn.functional heat.optim heat.optim.dp_optimizer heat.optim.lr_scheduler heat.optim.utils heat.preprocessing heat.preprocessing.preprocessing heat.regression heat.regression.lasso heat.sparse heat.sparse._operations heat.sparse.arithmetics heat.sparse.dcsx_matrix heat.sparse.factories heat.sparse.manipulations heat.spatial heat.spatial.distance heat.testing heat.testing.basic_test heat.utils heat.utils.data heat.utils.data._utils heat.utils.data.datatools heat.utils.data.matrixgallery heat.utils.data.mnist heat.utils.data.partial_dataset heat.utils.data.spherical heat.utils.vision_transforms

module (DataParallel attribute) (DataParallelMultiGPU attribute) moveaxis() (in module heat) (in module heat.core) (in module heat.core.manipulations) mpi_type_and_elements_of() (MPICommunication method), [1], [2] mpi_type_of() (MPICommunication method), [1], [2] MPICH (MPILibrary attribute), [1], [2] MPICommunication (class in heat) (class in heat.core) (class in heat.core.communication) MPILibrary (class in heat) (class in heat.core) (class in heat.core._config) MPILibraryInfo (class in heat) (class in heat.core) (class in heat.core._config) MPIRequest (class in heat) (class in heat.core) (class in heat.core.communication) mul() (in module heat) (in module heat.core) (in module heat.core.arithmetics) (in module heat.sparse) (in module heat.sparse.arithmetics) multiply (in module heat) (in module heat.core) (in module heat.core.arithmetics) multiply() (in module heat.array_api._elementwise_functions) MVAPICH (MPILibrary attribute), [1], [2]

N

n_clusters (_BatchParallelKCluster attribute), [1] (_KCluster attribute), [1], [2], [3], [4] (Spectral attribute), [1] n_components (IncrementalPCA attribute), [1] (PCA attribute), [1] n_components_ (IncrementalPCA attribute), [1] (PCA attribute), [1] n_iter (Lasso attribute), [1] n_modes_ (DMD attribute), [1] (DMDc attribute), [1] n_modes_system_ (DMDc attribute), [1] n_neighbors (KNeighborsClassifier attribute), [1] n_oversamples (PCA attribute), [1] n_procs_to_merge (_BatchParallelKCluster attribute), [1] n_samples_ (PCA attribute), [1] n_samples_fit_ (KNeighborsClassifier attribute), [1] n_samples_seen_ (IncrementalPCA attribute), [1] name (MPILibraryInfo attribute), [1], [2] NaN (in module heat) nan (in module heat) (in module heat.array_api._constants) NaN (in module heat.core) nan (in module heat.core) NaN (in module heat.core.constants) nan (in module heat.core.constants) nan_to_num() (in module heat) (in module heat.core) (in module heat.core.arithmetics) nanprod() (in module heat) (in module heat.core) (in module heat.core.arithmetics) nansum() (in module heat) (in module heat.core) (in module heat.core.arithmetics)

ne() (in module heat) (in module heat.core) (in module heat.core.relational) neg() (in module heat) (in module heat.core) (in module heat.core.arithmetics) negative (in module heat) (in module heat.core) (in module heat.core.arithmetics) negative() (in module heat.array_api._elementwise_functions) neighbours (Laplacian attribute), [1] newaxis (in module heat.array_api._constants) noise_variance_ (PCA attribute), [1] nonzero() (in module heat) (in module heat.array_api._searching_functions) (in module heat.core) (in module heat.core.indexing) norm() (in module heat) (in module heat.core.linalg) (in module heat.core.linalg.basics) norm_ (Normalizer attribute), [1] normal() (in module heat.core.random) Normalizer (class in heat.preprocessing) (class in heat.preprocessing.preprocessing) not_equal() (in module heat.array_api._elementwise_functions) num_bad_epochs (DetectMetricPlateau attribute) number (class in heat) (class in heat.core) (class in heat.core.types) numpy() (DNDarray method), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14]

O

one_hot_encoding() (KNeighborsClassifier method), [1] ones() (in module heat) (in module heat.array_api._creation_functions) (in module heat.core) (in module heat.core.factories) ones_like() (in module heat) (in module heat.array_api._creation_functions) (in module heat.core) (in module heat.core.factories)

OpenMPI (MPILibrary attribute), [1], [2] Other (MPILibrary attribute), [1], [2] other_device (TestCase attribute) outer() (in module heat) (in module heat.core.linalg) (in module heat.core.linalg.basics) outputs_2d_ (KNeighborsClassifier attribute), [1]

P

pad() (in module heat) (in module heat.core) (in module heat.core.manipulations) params_ref (DASO attribute) (DataParallelOptimizer attribute) ParaStationMPI (MPILibrary attribute), [1], [2] parter() (in module heat.utils.data.matrixgallery) partial_dataset (MNISTDataset attribute) partial_fit() (GaussianNB method), [1] (IncrementalPCA method), [1] PartialH5DataLoaderIter (class in heat.utils.data) (class in heat.utils.data.partial_dataset) PartialH5Dataset (class in heat.utils.data) (class in heat.utils.data.partial_dataset) patience (DetectMetricPlateau attribute) PCA (class in heat.decomposition) (class in heat.decomposition.pca) percentile() (in module heat) (in module heat.core) (in module heat.core.statistics) permutation (MPIRequest attribute), [1], [2] permutation() (in module heat.core.random) permute_dims() (in module heat.array_api._manipulation_functions) pi (in module heat) (in module heat.array_api._constants) (in module heat.core) (in module heat.core.constants) plaform_info() (in module heat.cli) polar() (in module heat) (in module heat.core.linalg) (in module heat.core.linalg.polar) pos() (in module heat) (in module heat.core) (in module heat.core.arithmetics) positive (in module heat) (in module heat.core) (in module heat.core.arithmetics) positive() (in module heat.array_api._elementwise_functions)

pow() (in module heat) (in module heat.array_api._elementwise_functions) (in module heat.core) (in module heat.core.arithmetics) power (in module heat) (in module heat.core) (in module heat.core.arithmetics) power_iteration_normalizer (PCA attribute), [1] predict() (_BatchParallelKCluster method), [1] (_KCluster method), [1], [2], [3], [4] (ClassificationMixin method), [1], [2] (DMD method), [1] (DMDc method), [1] (GaussianNB method), [1] (KNeighborsClassifier method), [1] (Lasso method), [1] (RegressionMixin method), [1], [2] (Spectral method), [1] predict_log_proba() (GaussianNB method), [1] predict_next() (DMD method), [1] predict_proba() (GaussianNB method), [1] print0() (DASO method) (in module heat) (in module heat.core) (in module heat.core.printing) priors (GaussianNB attribute), [1] prod() (in module heat) (in module heat.array_api._statistical_functions) (in module heat.core) (in module heat.core.arithmetics) projection() (in module heat) (in module heat.core.linalg) (in module heat.core.linalg.basics) promote_types() (in module heat) (in module heat.core) (in module heat.core.types) ptp() (in module heat) (in module heat.core) (in module heat.core.statistics)

Q

qr() (in module heat) (in module heat.core.linalg) (in module heat.core.linalg.qr)

quantile_range (RobustScaler attribute), [1]

R

rad2deg() (in module heat) (in module heat.core) (in module heat.core.trigonometrics) radians() (in module heat) (in module heat.core) (in module heat.core.trigonometrics) rand() (in module heat.core.random) randint() (in module heat.core.random) randn() (in module heat.core.random) random() (in module heat.core.random) random_integer() (in module heat.core.random) random_known_rank() (in module heat.utils.data.matrixgallery) random_known_singularvalues() (in module heat.utils.data.matrixgallery) random_sample() (in module heat.core.random) random_state (_BatchParallelKCluster attribute), [1] (_KCluster attribute), [1], [2], [3], [4] (PCA attribute), [1] randperm() (in module heat.core.random) ranf() (in module heat.core.random) ravel() (DNDarray method), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] (in module heat) (in module heat.core) (in module heat.core.manipulations) rbf() (in module heat.spatial) (in module heat.spatial.distance) real() (in module heat) (in module heat.core) (in module heat.core.complex_math) Recv() (MPICommunication method), [1], [2] recvbuf (MPIRequest attribute), [1], [2] redistribute() (in module heat) (in module heat.core) (in module heat.core.manipulations) redistribute_() (DNDarray method), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] Reduce() (MPICommunication method), [1], [2] RegressionMixin (class in heat) (class in heat.core) (class in heat.core.base) reigh() (in module heat) (in module heat.core.linalg) (in module heat.core.linalg.randomized) reigh_n_oversamples (Spectral attribute), [1] reigh_power_iter (Spectral attribute), [1] reigh_rank (Spectral attribute), [1] remainder() (in module heat) (in module heat.array_api._elementwise_functions) (in module heat.core) (in module heat.core.arithmetics) repeat() (in module heat) (in module heat.core) (in module heat.core.manipulations) reset() (DASO method) (DetectMetricPlateau method)

reshape() (in module heat) (in module heat.array_api._manipulation_functions) (in module heat.core) (in module heat.core.manipulations) resplit() (in module heat) (in module heat.core) (in module heat.core.manipulations) resplit_() (DNDarray method), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] result_type() (in module heat) (in module heat.array_api._data_type_functions) (in module heat.core) (in module heat.core.types) rfft() (in module heat.fft) (in module heat.fft.fft) rfft2() (in module heat.fft) (in module heat.fft.fft) rfftfreq() (in module heat.fft) (in module heat.fft.fft) rfftn() (in module heat.fft) (in module heat.fft.fft) right_shift() (in module heat) (in module heat.core) (in module heat.core.arithmetics) rmse() (Lasso method), [1] RobustScaler (class in heat.preprocessing) (class in heat.preprocessing.preprocessing) roll() (in module heat) (in module heat.array_api._manipulation_functions) (in module heat.core) (in module heat.core.manipulations) rom_basis_ (DMD attribute), [1] (DMDc attribute), [1] rom_control_matrix_ (DMDc attribute), [1] rom_eigenmodes_ (DMD attribute), [1] (DMDc attribute), [1] rom_eigenvalues_ (DMD attribute), [1] (DMDc attribute), [1] rom_transfer_matrix_ (DMD attribute), [1] (DMDc attribute), [1] rot90() (in module heat) (in module heat.core) (in module heat.core.manipulations) round() (in module heat) (in module heat.array_api._elementwise_functions) (in module heat.core) (in module heat.core.rounding) row_stack() (in module heat) (in module heat.core) (in module heat.core.manipulations) Rsend() (MPICommunication method), [1], [2] rsvd() (in module heat) (in module heat.core.linalg) (in module heat.core.linalg.randomized)

S

sample() (in module heat.core.random) sanitize_axis() (in module heat) (in module heat.core), [1] (in module heat.core.stride_tricks) sanitize_comm() (in module heat) (in module heat.core) (in module heat.core.communication) sanitize_device() (in module heat) (in module heat.core) (in module heat.core.devices) sanitize_distribution() (in module heat) (in module heat.core) (in module heat.core.sanitation) sanitize_in() (in module heat) (in module heat.core) (in module heat.core.sanitation) sanitize_in_min_max_nd() (in module heat) (in module heat.core) (in module heat.core.sanitation) sanitize_in_tensor() (in module heat) (in module heat.core) (in module heat.core.sanitation) sanitize_infinity() (in module heat) (in module heat.core) (in module heat.core.sanitation) sanitize_lshape() (in module heat) (in module heat.core) (in module heat.core.sanitation) sanitize_memory_layout() (in module heat) (in module heat.core) (in module heat.core.memory) sanitize_out() (in module heat) (in module heat.core) (in module heat.core.sanitation) sanitize_sequence() (in module heat) (in module heat.core) (in module heat.core.sanitation) sanitize_shape() (in module heat) (in module heat.core) (in module heat.core.stride_tricks) sanitize_slice() (in module heat) (in module heat.core) (in module heat.core.stride_tricks) save() (in module heat) (in module heat.core) (in module heat.core.io) save_csv() (in module heat) (in module heat.core) (in module heat.core.io) scalar_to_1d() (in module heat) (in module heat.core) (in module heat.core.sanitation) Scan() (MPICommunication method), [1], [2] Scatter() (MPICommunication method), [1], [2] Scatterv() (MPICommunication method), [1], [2] scheduler (DASO attribute) seed() (in module heat.core.random) self (in module heat.cluster) (in module heat.cluster.batchparallelclustering) Send() (MPICommunication method), [1], [2] sendbuf (MPIRequest attribute), [1], [2] set_model() (DASO method) set_params() (BaseEstimator method), [1], [2] set_printoptions() (in module heat) (in module heat.core) (in module heat.core.printing) set_seed() (DistributedSampler method), [1] set_shuffle_type() (DistributedSampler method), [1] set_state() (DetectMetricPlateau method) (in module heat.core.random) set_tile_locations() (SplitTiles method), [1], [2] setUp() (TestCase method) setUpClass() (TestCase method) sgn() (in module heat) (in module heat.core) (in module heat.core.rounding) shape() (in module heat) (in module heat.core) (in module heat.core.manipulations) shuffle (DistributedSampler attribute), [1] Shuffle() (Dataset method), [1] (MNISTDataset method) (PartialH5Dataset method), [1] sign() (in module heat) (in module heat.array_api._elementwise_functions) (in module heat.core) (in module heat.core.rounding) signbit() (in module heat) (in module heat.core) (in module heat.core.logical) signedinteger (class in heat) (class in heat.core) (class in heat.core.types) silhouette_samples() (in module heat.cluster) (in module heat.cluster.metrics) silhouette_score() (in module heat.cluster) (in module heat.cluster.metrics) similarity_metric (Laplacian attribute), [1] sin() (in module heat) (in module heat.array_api._elementwise_functions) (in module heat.core) (in module heat.core.trigonometrics)

singular_values_ (IncrementalPCA attribute), [1] (PCA attribute), [1] sinh() (in module heat) (in module heat.array_api._elementwise_functions) (in module heat.core) (in module heat.core.trigonometrics) sketch_size (RobustScaler attribute), [1] sketched (RobustScaler attribute), [1] skew() (in module heat) (in module heat.core) (in module heat.core.statistics) skip_reduction_factor (DASO attribute) smallest_normal (finfo_object attribute) soft_threshold() (Lasso method), [1] solve() (in module heat) (in module heat.core.linalg) (in module heat.core.linalg.solver) solve_triangular() (in module heat) (in module heat.core.linalg) (in module heat.core.linalg.solver) sort() (in module heat) (in module heat.array_api._sorting_functions) (in module heat.core) (in module heat.core.manipulations) sparse_csc_matrix() (in module heat.sparse) (in module heat.sparse.factories) sparse_csr_matrix() (in module heat.sparse) (in module heat.sparse.factories) Spectral (class in heat.cluster) (class in heat.cluster.spectral) split (DASO attribute) split() (in module heat) (in module heat.core) (in module heat.core.manipulations) Split() (MPICommunication method), [1], [2] split_inds (DASO attribute) split_val (DASO attribute) SplitTiles (class in heat) (class in heat.core) (class in heat.core.tiling) sqrt() (in module heat) (in module heat.array_api._elementwise_functions) (in module heat.core) (in module heat.core.exponential) square() (in module heat) (in module heat.array_api._elementwise_functions) (in module heat.core) (in module heat.core.exponential) SquareDiagTiles (class in heat) (class in heat.core) (class in heat.core.tiling) squeeze() (in module heat) (in module heat.array_api._manipulation_functions) (in module heat.core) (in module heat.core.manipulations) Ssend() (MPICommunication method), [1], [2] stability (DASO attribute) stack() (in module heat) (in module heat.array_api._manipulation_functions) (in module heat.core) (in module heat.core.manipulations) standard_normal() (in module heat.core.random) StandardScaler (class in heat.preprocessing) (class in heat.preprocessing.preprocessing) std() (in module heat) (in module heat.array_api._statistical_functions) (in module heat.core) (in module heat.core.statistics) step() (DASO method) (DataParallelOptimizer method) sub() (in module heat) (in module heat.core) (in module heat.core.arithmetics) subtract (in module heat) (in module heat.core) (in module heat.core.arithmetics) subtract() (in module heat.array_api._elementwise_functions) sum() (in module heat) (in module heat.array_api._statistical_functions) (in module heat.core) (in module heat.core.arithmetics) supports_hdf5() (in module heat) (in module heat.core) (in module heat.core.io) supports_netcdf() (in module heat) (in module heat.core) (in module heat.core.io) supports_zarr() (in module heat) (in module heat.core) (in module heat.core.io) svd() (in module heat) (in module heat.core.linalg) (in module heat.core.linalg.svd) svd_rank (DMD attribute), [1] (DMDc attribute), [1] svd_solver (DMD attribute), [1] (DMDc attribute), [1] (PCA attribute), [1] svd_tol (DMD attribute), [1] (DMDc attribute), [1] swapaxes() (in module heat) (in module heat.core) (in module heat.core.manipulations)

T

tan() (in module heat) (in module heat.array_api._elementwise_functions) (in module heat.core) (in module heat.core.trigonometrics) tanh() (in module heat) (in module heat.array_api._elementwise_functions) (in module heat.core) (in module heat.core.trigonometrics) tensor (MPIRequest attribute), [1], [2] tensordot() (in module heat.array_api.linalg) test_if_improving() (DetectMetricPlateau method) test_set (Dataset attribute), [1] (MNISTDataset attribute) TestCase (class in heat.testing.basic_test) thread_replace_converted_batches() (PartialH5Dataset method), [1] threshold (DetectMetricPlateau attribute) (Spectral attribute), [1] threshold_mode (DetectMetricPlateau attribute) tile() (in module heat) (in module heat.core) (in module heat.core.manipulations) to_dense() (in module heat.sparse) (in module heat.sparse.manipulations) to_device() (Array method) to_sparse_csc() (in module heat.sparse) (in module heat.sparse.manipulations) to_sparse_csr() (in module heat.sparse) (in module heat.sparse.manipulations) tol (_BatchParallelKCluster attribute), [1] (_KCluster attribute), [1], [2], [3], [4] (Lasso attribute), [1] (PCA attribute), [1] tolist() (DNDarray method), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] topk() (in module heat) (in module heat.core) (in module heat.core.manipulations) torch_device (PartialH5Dataset attribute), [1] torch_optimizer (DataParallelOptimizer attribute) torch_type() (bool method), [1], [2] (complex128 method), [1], [2] (complex64 method), [1], [2] (datatype method), [1], [2] (float16 method), [1], [2] (float32 method), [1], [2] (float64 method), [1], [2] (int16 method), [1], [2] (int32 method), [1], [2] (int64 method), [1], [2] (int8 method), [1], [2] (uint8 method), [1], [2]

total_epochs (DASO attribute) total_explained_variance_ratio_ (PCA attribute), [1] total_size (PartialH5Dataset attribute), [1] trace() (in module heat) (in module heat.core.linalg) (in module heat.core.linalg.basics) transform() (IncrementalPCA method), [1] (MaxAbsScaler method), [1] (MinMaxScaler method), [1] (Normalizer method), [1] (PCA method), [1] (RobustScaler method), [1] (StandardScaler method), [1] (TransformMixin method), [1], [2] TransformMixin (class in heat) (class in heat.core) (class in heat.core.base) transforms (Dataset attribute), [1] (DistributedDataset attribute), [1] (PartialH5Dataset attribute), [1] transpose() (in module heat) (in module heat.core.linalg) (in module heat.core.linalg.basics) tril() (in module heat) (in module heat.array_api._creation_functions) (in module heat.core.linalg) (in module heat.core.linalg.basics) triu() (in module heat) (in module heat.array_api._creation_functions) (in module heat.core.linalg) (in module heat.core.linalg.basics) trunc() (in module heat) (in module heat.array_api._elementwise_functions) (in module heat.core) (in module heat.core.rounding)

U

uint8 (class in heat) (class in heat.core) (class in heat.core.types) (in module heat.array_api._dtypes) unfold() (in module heat) (in module heat.core) (in module heat.core.manipulations) unique() (in module heat) (in module heat.core) (in module heat.core.manipulations) unique_inverse() (in module heat.array_api._set_functions) unique_values() (in module heat.array_api._set_functions)

UniqueInverseResult (class in heat.array_api._set_functions) unlink() (DistributedSampler method), [1] unsignedinteger (class in heat) (class in heat.core) (class in heat.core.types) update_next (DataParallelOptimizer attribute) use_comm() (in module heat) (in module heat.core) (in module heat.core.communication) use_device() (in module heat) (in module heat.core) (in module heat.core.devices) used_indices (PartialH5Dataset attribute), [1]

V

values (UniqueInverseResult attribute) var() (in module heat) (in module heat.array_api._statistical_functions) (in module heat.core) (in module heat.core.statistics) var_smoothing (GaussianNB attribute), [1] vdot() (in module heat) (in module heat.core.linalg) (in module heat.core.linalg.basics) vecdot() (in module heat) (in module heat.array_api.linalg) (in module heat.core.linalg) (in module heat.core.linalg.basics)

vector_norm() (in module heat) (in module heat.core.linalg) (in module heat.core.linalg.basics) verbose (DASO attribute) version (MPILibraryInfo attribute), [1], [2] vmap() (in module heat) (in module heat.core) (in module heat.core.vmap) vsplit() (in module heat) (in module heat.core) (in module heat.core.manipulations) vstack() (in module heat) (in module heat.core) (in module heat.core.manipulations)

W

Wait() (MPIRequest method), [1], [2] warmup_epochs (DASO attribute) weighted (Laplacian attribute), [1] where() (in module heat) (in module heat.array_api._searching_functions) (in module heat.core) (in module heat.core.indexing)

whiten (IncrementalPCA attribute), [1] (PCA attribute), [1] with_centering (RobustScaler attribute), [1] with_mean (StandardScaler attribute), [1] with_scaling (RobustScaler attribute), [1] with_std (StandardScaler attribute), [1]

X

x (KNeighborsClassifier attribute), [1]

Y

y (KNeighborsClassifier attribute), [1]

Z

zero_grad() (DASO method) (DataParallelOptimizer method) zeros() (in module heat) (in module heat.array_api._creation_functions) (in module heat.core) (in module heat.core.factories)

zeros_like() (in module heat) (in module heat.array_api._creation_functions) (in module heat.core) (in module heat.core.factories)