| .. Licensed to the Apache Software Foundation (ASF) under one |
| or more contributor license agreements. See the NOTICE file |
| distributed with this work for additional information |
| regarding copyright ownership. The ASF licenses this file |
| to you under the Apache License, Version 2.0 (the |
| "License"); you may not use this file except in compliance |
| with the License. You may obtain a copy of the License at |
| |
| http://www.apache.org/licenses/LICENSE-2.0 |
| |
| Unless required by applicable law or agreed to in writing, |
| software distributed under the License is distributed on an |
| "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY |
| KIND, either express or implied. See the License for the |
| specific language governing permissions and limitations |
| under the License. |
| |
| Sparse routines |
| ===================================== |
| |
| .. currentmodule:: mxnet.ndarray.sparse |
| |
| Create Arrays |
| -------------- |
| |
| .. autosummary:: |
| :nosignatures: |
| :toctree: _autogen |
| |
| array |
| csr_matrix |
| empty |
| row_sparse_array |
| zeros |
| zeros_like |
| |
| |
| Manipulate |
| ------------ |
| |
| Change shape and type |
| ^^^^^^^^^^^^^^^^^^^^^^^ |
| |
| .. autosummary:: |
| :nosignatures: |
| :toctree: _autogen |
| |
| cast_storage |
| |
| |
| Index |
| ^^^^^^^^ |
| |
| .. autosummary:: |
| :nosignatures: |
| :toctree: _autogen |
| |
| retain |
| slice |
| where |
| |
| |
| Math |
| ---- |
| |
| Arithmetic |
| ^^^^^^^^^^^ |
| |
| .. autosummary:: |
| :nosignatures: |
| :toctree: _autogen |
| |
| add_n |
| broadcast_add |
| broadcast_div |
| broadcast_mul |
| broadcast_sub |
| dot |
| elemwise_add |
| elemwise_mul |
| elemwise_sub |
| negative |
| |
| |
| Trigonometric |
| ^^^^^^^^^^^^^ |
| |
| .. autosummary:: |
| :nosignatures: |
| :toctree: _autogen |
| |
| arcsin |
| arctan |
| degrees |
| radians |
| sin |
| tan |
| |
| |
| Hyperbolic |
| ^^^^^^^^^^ |
| |
| .. autosummary:: |
| :nosignatures: |
| :toctree: _autogen |
| |
| arcsinh |
| arctanh |
| sinh |
| tanh |
| |
| |
| Reduce |
| ^^^^^^ |
| |
| .. autosummary:: |
| :nosignatures: |
| :toctree: _autogen |
| |
| mean |
| norm |
| sum |
| |
| |
| Round |
| ^^^^^ |
| |
| .. autosummary:: |
| :nosignatures: |
| :toctree: _autogen |
| |
| ceil |
| fix |
| floor |
| rint |
| round |
| trunc |
| |
| |
| Exponents and logarithms |
| ^^^^^^^^^^^^^^^^^^^^^^^^ |
| |
| .. autosummary:: |
| :nosignatures: |
| :toctree: _autogen |
| |
| expm1 |
| log1p |
| |
| |
| Powers |
| ^^^^^^ |
| |
| .. autosummary:: |
| :nosignatures: |
| :toctree: _autogen |
| |
| sqrt |
| square |
| |
| |
| Miscellaneous |
| ^^^^^^^^^^^^^ |
| |
| .. autosummary:: |
| :nosignatures: |
| :toctree: _autogen |
| |
| abs |
| sign |
| |
| |
| Neural network |
| --------------- |
| |
| Updater |
| ^^^^^^^ |
| |
| .. autosummary:: |
| :nosignatures: |
| :toctree: _autogen |
| |
| adam_update |
| adagrad_update |
| sgd_mom_update |
| sgd_update |
| |
| |
| More |
| ^^^^ |
| |
| .. autosummary:: |
| :nosignatures: |
| :toctree: _autogen |
| |
| Embedding |
| LinearRegressionOutput |
| LogisticRegressionOutput |
| make_loss |
| stop_gradient |
