Index

_

__call__() (mxnet.initializer.Initializer method) (mxnet.symbol.Symbol method) __eq__() (mxnet.context.Context method)

__getitem__() (mxnet.ndarray.NDArray method) __setitem__() (mxnet.ndarray.NDArray method)

A

abs() (in module mxnet.ndarray) (in module mxnet.symbol) Accuracy (class in mxnet.metric) Activation() (in module mxnet.symbol) AdaDelta (class in mxnet.optimizer) AdaGrad (class in mxnet.optimizer) Adam (class in mxnet.optimizer) add() (in module mxnet.ndarray) (mxnet.metric.CompositeEvalMetric method) (mxnet.module.sequential_module.SequentialModule method) arg_dict (mxnet.executor.Executor attribute)

argmax_channel() (in module mxnet.ndarray) array() (in module mxnet.ndarray) as_in_context() (mxnet.ndarray.NDArray method) asnumpy() (mxnet.ndarray.NDArray method) asscalar() (mxnet.ndarray.NDArray method) astype() (mxnet.ndarray.NDArray method) attr() (mxnet.symbol.Symbol method) aux_dict (mxnet.executor.Executor attribute)

B

backward() (mxnet.executor.Executor method) (mxnet.module.base_module.BaseModule method) (mxnet.module.bucketing_module.BucketingModule method) (mxnet.module.module.Module method) (mxnet.module.python_module.PythonLossModule method) (mxnet.module.sequential_module.SequentialModule method) BaseModule (class in mxnet.module.base_module) BatchEndParam (in module mxnet.model) BatchNorm() (in module mxnet.symbol) bind() (mxnet.module.base_module.BaseModule method) (mxnet.module.bucketing_module.BucketingModule method) (mxnet.module.module.Module method) (mxnet.module.python_module.PythonModule method) (mxnet.module.sequential_module.SequentialModule method) (mxnet.symbol.Symbol method) BlockGrad() (in module mxnet.symbol) borrow_optimizer() (mxnet.module.module.Module method)

broadcast_axis() (in module mxnet.ndarray) (in module mxnet.symbol) broadcast_div() (in module mxnet.ndarray) (in module mxnet.symbol) broadcast_minus() (in module mxnet.ndarray) (in module mxnet.symbol) broadcast_mul() (in module mxnet.ndarray) (in module mxnet.symbol) broadcast_plus() (in module mxnet.ndarray) (in module mxnet.symbol) broadcast_to() (mxnet.ndarray.NDArray method) BucketingModule (class in mxnet.module.bucketing_module)

C

Cast() (in module mxnet.symbol) ccSGD (class in mxnet.optimizer) ceil() (in module mxnet.ndarray) (in module mxnet.symbol) check_label_shapes() (in module mxnet.metric) choose_element_0index() (in module mxnet.ndarray) clip() (in module mxnet.ndarray) CompositeEvalMetric (class in mxnet.metric) Concat() (in module mxnet.symbol) concatenate() (in module mxnet.ndarray) Context (class in mxnet.context) context (mxnet.ndarray.NDArray attribute) Convolution() (in module mxnet.symbol) copy() (mxnet.ndarray.NDArray method) copy_params_from() (mxnet.executor.Executor method)

copyto() (mxnet.ndarray.NDArray method) cos() (in module mxnet.ndarray) (in module mxnet.symbol) cpu() (in module mxnet.context) create() (in module mxnet.kvstore) (in module mxnet.metric) (in module mxnet.optimizer) (mxnet.model.FeedForward static method) create_optimizer() (mxnet.optimizer.Optimizer static method) create_state() (mxnet.optimizer.Adam method) (mxnet.optimizer.Optimizer method) (mxnet.optimizer.RMSProp method) (mxnet.optimizer.SGD method) (mxnet.optimizer.SGLD method) (mxnet.optimizer.Test method) crop() (in module mxnet.ndarray) Crop() (in module mxnet.symbol) CrossEntropy (class in mxnet.metric) CSVIter() (in module mxnet.io) CuDNNBatchNorm() (in module mxnet.symbol) current_context() (in module mxnet.context) Custom() (in module mxnet.symbol) CustomMetric (class in mxnet.metric)

D

data_names (mxnet.module.base_module.BaseModule attribute) (mxnet.module.bucketing_module.BucketingModule attribute) (mxnet.module.module.Module attribute) (mxnet.module.python_module.PythonModule attribute) (mxnet.module.sequential_module.SequentialModule attribute) data_shapes (mxnet.module.base_module.BaseModule attribute) (mxnet.module.bucketing_module.BucketingModule attribute) (mxnet.module.module.Module attribute) (mxnet.module.python_module.PythonModule attribute) (mxnet.module.sequential_module.SequentialModule attribute) DataBatch (class in mxnet.io) DataIter (class in mxnet.io) debug_skip_load() (mxnet.io.MXDataIter method) debug_str() (mxnet.executor.Executor method) (mxnet.symbol.Symbol method)

Deconvolution() (in module mxnet.symbol) device_type (mxnet.context.Context attribute) divide() (in module mxnet.ndarray) dot() (in module mxnet.ndarray) (in module mxnet.symbol) Dropout() (in module mxnet.symbol) dtype (mxnet.ndarray.NDArray attribute)

E

ElementWiseSum() (in module mxnet.symbol) Embedding() (in module mxnet.symbol) empty() (in module mxnet.ndarray)

EvalMetric (class in mxnet.metric) Executor (class in mxnet.executor) exp() (in module mxnet.ndarray) (in module mxnet.symbol)

F

F1 (class in mxnet.metric) FeedForward (class in mxnet.model) fill_element_0index() (in module mxnet.ndarray) fit() (mxnet.model.FeedForward method) (mxnet.module.base_module.BaseModule method) Flatten() (in module mxnet.symbol) flip() (in module mxnet.ndarray)

floor() (in module mxnet.ndarray) (in module mxnet.symbol) forward() (mxnet.executor.Executor method) (mxnet.module.base_module.BaseModule method) (mxnet.module.bucketing_module.BucketingModule method) (mxnet.module.module.Module method) (mxnet.module.python_module.PythonLossModule method) (mxnet.module.sequential_module.SequentialModule method) forward_backward() (mxnet.module.base_module.BaseModule method) full() (in module mxnet.ndarray) FullyConnected() (in module mxnet.symbol)

G

get() (mxnet.metric.EvalMetric method) get_input_grads() (mxnet.module.base_module.BaseModule method) (mxnet.module.bucketing_module.BucketingModule method) (mxnet.module.module.Module method) (mxnet.module.python_module.PythonLossModule method) (mxnet.module.sequential_module.SequentialModule method) get_internals() (mxnet.symbol.Symbol method) get_metric() (mxnet.metric.CompositeEvalMetric method) get_name_value() (mxnet.metric.EvalMetric method) get_outputs() (mxnet.module.base_module.BaseModule method) (mxnet.module.bucketing_module.BucketingModule method) (mxnet.module.module.Module method) (mxnet.module.python_module.PythonLossModule method) (mxnet.module.sequential_module.SequentialModule method) get_params() (mxnet.module.base_module.BaseModule method) (mxnet.module.bucketing_module.BucketingModule method) (mxnet.module.module.Module method) (mxnet.module.python_module.PythonModule method) (mxnet.module.sequential_module.SequentialModule method) get_updater() (in module mxnet.optimizer)

getdata() (mxnet.io.DataIter method) getindex() (mxnet.io.DataIter method) getlabel() (mxnet.io.DataIter method) getpad() (mxnet.io.DataIter method) gpu() (in module mxnet.context) grad() (mxnet.symbol.Symbol method) grad_dict (mxnet.executor.Executor attribute) Group() (in module mxnet.symbol)

H

hard_reset() (mxnet.io.NDArrayIter method)

I

IdentityAttachKLSparseReg() (in module mxnet.symbol) ImageRecordIter() (in module mxnet.io) imdecode() (in module mxnet.ndarray) infer_shape() (mxnet.symbol.Symbol method) infer_shape_partial() (mxnet.symbol.Symbol method) infer_type() (mxnet.symbol.Symbol method)

init() (mxnet.kvstore.KVStore method) init_optimizer() (mxnet.module.base_module.BaseModule method) (mxnet.module.bucketing_module.BucketingModule method) (mxnet.module.module.Module method) (mxnet.module.python_module.PythonModule method) (mxnet.module.sequential_module.SequentialModule method) init_params() (mxnet.module.base_module.BaseModule method) (mxnet.module.bucketing_module.BucketingModule method) (mxnet.module.module.Module method) (mxnet.module.python_module.PythonModule method) (mxnet.module.sequential_module.SequentialModule method) Initializer (class in mxnet.initializer) iter_next() (mxnet.io.DataIter method) iter_predict() (mxnet.module.base_module.BaseModule method)

K

KVStore (class in mxnet.kvstore)

L

L2Normalization() (in module mxnet.symbol) label_shapes (mxnet.module.base_module.BaseModule attribute) (mxnet.module.bucketing_module.BucketingModule attribute) (mxnet.module.module.Module attribute) (mxnet.module.python_module.PythonModule attribute) (mxnet.module.sequential_module.SequentialModule attribute) LeakyReLU() (in module mxnet.symbol) LinearRegressionOutput() (in module mxnet.symbol) list_arguments() (mxnet.symbol.Symbol method) list_attr() (mxnet.symbol.Symbol method) list_auxiliary_states() (mxnet.symbol.Symbol method) list_outputs() (mxnet.symbol.Symbol method)

Load (class in mxnet.initializer) load() (in module mxnet.ndarray) (in module mxnet.symbol) (mxnet.model.FeedForward static method) load_checkpoint() (in module mxnet.model) load_json() (in module mxnet.symbol) load_params() (mxnet.module.base_module.BaseModule method) log() (in module mxnet.ndarray) (in module mxnet.symbol) LogisticRegressionOutput() (in module mxnet.symbol) LRN() (in module mxnet.symbol)

M

MAE (class in mxnet.metric) MAERegressionOutput() (in module mxnet.symbol) MakeLoss() (in module mxnet.symbol) max() (in module mxnet.ndarray) max_axis() (in module mxnet.ndarray) max_internal() (in module mxnet.ndarray) maximum() (in module mxnet.symbol) min() (in module mxnet.ndarray) min_axis() (in module mxnet.ndarray) min_internal() (in module mxnet.ndarray) minimum() (in module mxnet.symbol) Mixed (class in mxnet.initializer) MNISTIter() (in module mxnet.io) Module (class in mxnet.module.module) MSE (class in mxnet.metric) multiply() (in module mxnet.ndarray) MXDataIter (class in mxnet.io) mxnet.context (module) mxnet.executor (module) mxnet.initializer (module) mxnet.io (module) mxnet.kvstore (module) mxnet.metric (module) mxnet.model (module) mxnet.module.base_module (module) mxnet.module.bucketing_module (module)

mxnet.module.module (module) mxnet.module.python_module (module) mxnet.module.sequential_module (module) mxnet.ndarray (module) mxnet.optimizer (module) mxnet.random (module) mxnet.symbol (module) mxnet::Engine (C++ class) mxnet::Engine::_GetSharedRef (C++ function) mxnet::Engine::AsyncFn (C++ type) mxnet::Engine::CallbackOnComplete (C++ type) mxnet::Engine::DeleteOperator (C++ function) mxnet::Engine::DeleteVariable (C++ function) mxnet::Engine::Get (C++ function) mxnet::Engine::NewOperator (C++ function) mxnet::Engine::NewVariable (C++ function) mxnet::Engine::NotifyShutdown (C++ function) mxnet::Engine::OprHandle (C++ type) mxnet::Engine::Push (C++ function) mxnet::Engine::PushAsync (C++ function) mxnet::Engine::PushSync (C++ function) mxnet::Engine::SyncFn (C++ type) mxnet::Engine::VarHandle (C++ type) mxnet::Engine::WaitForAll (C++ function) mxnet::Engine::WaitForVar (C++ function) mxnet::Engine::~Engine (C++ function)

N

NAG (class in mxnet.optimizer) name (mxnet.symbol.Symbol attribute) NDArray (class in mxnet.ndarray) NDArrayIter (class in mxnet.io) negative() (in module mxnet.ndarray) next() (mxnet.io.DataIter method)

norm() (in module mxnet.ndarray) Normal (class in mxnet.initializer) normal() (in module mxnet.random) np() (in module mxnet.metric) num_workers (mxnet.kvstore.KVStore attribute)

O

onehot_encode() (in module mxnet.ndarray) ones() (in module mxnet.ndarray) Optimizer (class in mxnet.optimizer)

Orthogonal (class in mxnet.initializer) output_names (mxnet.module.base_module.BaseModule attribute) (mxnet.module.bucketing_module.BucketingModule attribute) (mxnet.module.module.Module attribute) (mxnet.module.python_module.PythonModule attribute) (mxnet.module.sequential_module.SequentialModule attribute) output_shapes (mxnet.module.base_module.BaseModule attribute) (mxnet.module.bucketing_module.BucketingModule attribute) (mxnet.module.module.Module attribute) (mxnet.module.python_module.PythonModule attribute) (mxnet.module.sequential_module.SequentialModule attribute)

P

Pooling() (in module mxnet.symbol) pow() (in module mxnet.symbol) predict() (mxnet.model.FeedForward method) (mxnet.module.base_module.BaseModule method) PrefetchingIter (class in mxnet.io) provide_data (mxnet.io.NDArrayIter attribute)

provide_label (mxnet.io.NDArrayIter attribute) pull() (mxnet.kvstore.KVStore method) push() (mxnet.kvstore.KVStore method) PythonLossModule (class in mxnet.module.python_module) PythonModule (class in mxnet.module.python_module)

R

rank (mxnet.kvstore.KVStore attribute) register() (in module mxnet.optimizer) (mxnet.optimizer.Optimizer static method) reset() (mxnet.io.DataIter method) (mxnet.metric.EvalMetric method) Reshape() (in module mxnet.symbol) reshape() (mxnet.executor.Executor method) (mxnet.ndarray.NDArray method) ResizeIter (class in mxnet.io)

RMSE (class in mxnet.metric) RMSProp (class in mxnet.optimizer) ROIPooling() (in module mxnet.symbol) round() (in module mxnet.ndarray) (in module mxnet.symbol) rsqrt() (in module mxnet.ndarray) (in module mxnet.symbol)

S

save() (in module mxnet.ndarray) (mxnet.model.FeedForward method) (mxnet.symbol.Symbol method) save_checkpoint() (in module mxnet.model) save_params() (mxnet.module.base_module.BaseModule method) score() (mxnet.model.FeedForward method) (mxnet.module.base_module.BaseModule method) seed() (in module mxnet.random) SequentialModule (class in mxnet.module.sequential_module) set_lr_mult() (mxnet.optimizer.Optimizer method) set_lr_scale() (mxnet.optimizer.Optimizer method) set_monitor_callback() (mxnet.executor.Executor method) set_optimizer() (mxnet.kvstore.KVStore method) set_params() (mxnet.module.base_module.BaseModule method) set_wd_mult() (mxnet.optimizer.Optimizer method) SGD (class in mxnet.optimizer) SGLD (class in mxnet.optimizer) shape (mxnet.ndarray.NDArray attribute) sign() (in module mxnet.ndarray) (in module mxnet.symbol) simple_bind() (mxnet.symbol.Symbol method) sin() (in module mxnet.ndarray) (in module mxnet.symbol)

size (mxnet.ndarray.NDArray attribute) SliceChannel() (in module mxnet.symbol) smooth_l1() (in module mxnet.ndarray) (in module mxnet.symbol) Softmax() (in module mxnet.symbol) softmax_cross_entropy() (in module mxnet.ndarray) (in module mxnet.symbol) SoftmaxActivation() (in module mxnet.symbol) SoftmaxOutput() (in module mxnet.symbol) sqrt() (in module mxnet.ndarray) (in module mxnet.symbol) square() (in module mxnet.ndarray) (in module mxnet.symbol) subtract() (in module mxnet.ndarray) sum() (in module mxnet.ndarray) (in module mxnet.symbol) sum_axis() (in module mxnet.ndarray) (in module mxnet.symbol) sum_internal() (in module mxnet.ndarray) SwapAxis() (in module mxnet.symbol) switch_bucket() (mxnet.module.bucketing_module.BucketingModule method) Symbol (class in mxnet.symbol) symbol (mxnet.module.base_module.BaseModule attribute) (mxnet.module.bucketing_module.BucketingModule attribute)

T

T (mxnet.ndarray.NDArray attribute) Test (class in mxnet.optimizer) tojson() (mxnet.symbol.Symbol method) TopKAccuracy (class in mxnet.metric)

Torch (class in mxnet.metric) transpose() (in module mxnet.ndarray) (in module mxnet.symbol) true_divide() (in module mxnet.ndarray) type (mxnet.kvstore.KVStore attribute)

U

Uniform (class in mxnet.initializer) uniform() (in module mxnet.random) update() (mxnet.metric.EvalMetric method) (mxnet.module.base_module.BaseModule method) (mxnet.module.bucketing_module.BucketingModule method) (mxnet.module.module.Module method) (mxnet.module.python_module.PythonModule method) (mxnet.module.sequential_module.SequentialModule method) (mxnet.optimizer.Adam method) (mxnet.optimizer.NAG method) (mxnet.optimizer.Optimizer method) (mxnet.optimizer.RMSProp method) (mxnet.optimizer.SGD method) (mxnet.optimizer.SGLD method) (mxnet.optimizer.Test method) (mxnet.optimizer.ccSGD method)

update_metric() (mxnet.module.base_module.BaseModule method) (mxnet.module.bucketing_module.BucketingModule method) (mxnet.module.module.Module method) (mxnet.module.python_module.PythonModule method) (mxnet.module.sequential_module.SequentialModule method) UpSampling() (in module mxnet.symbol)

V

Variable() (in module mxnet.symbol)

W

wait_to_read() (mxnet.ndarray.NDArray method)

waitall() (in module mxnet.ndarray)

X

Xavier (class in mxnet.initializer)

Z

zeros() (in module mxnet.ndarray)