| .. 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. |
| |
| gluon.contrib |
| ============= |
| |
| This document lists the contrib APIs in Gluon: |
| |
| |
| .. autosummary:: |
| :nosignatures: |
| |
| mxnet.gluon.contrib |
| |
| |
| The `Gluon Contrib` API, defined in the `gluon.contrib` package, provides |
| many useful experimental APIs for new features. |
| This is a place for the community to try out the new features, |
| so that feature contributors can receive feedback. |
| |
| |
| .. warning:: This package contains experimental APIs and may change in the near future. |
| |
| |
| In the rest of this document, we list routines provided by the `gluon.contrib` package. |
| |
| Neural Network |
| -------------- |
| |
| |
| .. currentmodule:: mxnet.gluon.contrib.nn |
| |
| .. autosummary:: |
| :nosignatures: |
| |
| Concurrent |
| HybridConcurrent |
| Identity |
| SparseEmbedding |
| SyncBatchNorm |
| PixelShuffle1D |
| PixelShuffle2D |
| PixelShuffle3D |
| |
| |
| Convolutional Neural Network |
| ---------------------------- |
| |
| .. currentmodule:: mxnet.gluon.contrib.cnn |
| |
| .. autosummary:: |
| :nosignatures: |
| |
| DeformableConvolution |
| |
| |
| Recurrent Neural Network |
| ------------------------ |
| |
| |
| .. currentmodule:: mxnet.gluon.contrib.rnn |
| |
| .. autosummary:: |
| :nosignatures: |
| |
| VariationalDropoutCell |
| Conv1DRNNCell |
| Conv2DRNNCell |
| Conv3DRNNCell |
| Conv1DLSTMCell |
| Conv2DLSTMCell |
| Conv3DLSTMCell |
| Conv1DGRUCell |
| Conv2DGRUCell |
| Conv3DGRUCell |
| LSTMPCell |
| |
| |
| Data |
| ---- |
| |
| |
| .. currentmodule:: mxnet.gluon.contrib.data.sampler |
| |
| .. autosummary:: |
| :nosignatures: |
| |
| IntervalSampler |
| |
| |
| Text Dataset |
| ------------ |
| |
| .. currentmodule:: mxnet.gluon.contrib.data.text |
| |
| .. autosummary:: |
| :nosignatures: |
| |
| WikiText2 |
| WikiText103 |
| |
| |
| Estimator |
| --------- |
| |
| .. currentmodule:: mxnet.gluon.contrib.estimator |
| |
| .. autosummary:: |
| :nosignatures: |
| |
| Estimator |
| |
| |
| Event Handler |
| ------------- |
| |
| .. currentmodule:: mxnet.gluon.contrib.estimator |
| |
| .. autosummary:: |
| :nosignatures: |
| |
| StoppingHandler |
| MetricHandler |
| ValidationHandler |
| LoggingHandler |
| CheckpointHandler |
| EarlyStoppingHandler |
| |
| |
| API Reference |
| ------------- |
| |
| |
| .. automodule:: mxnet.gluon.contrib |
| :members: |
| |
| .. automodule:: mxnet.gluon.contrib.nn |
| :members: |
| |
| .. automodule:: mxnet.gluon.contrib.cnn |
| :members: |
| |
| .. automodule:: mxnet.gluon.contrib.rnn |
| :members: |
| |
| .. automodule:: mxnet.gluon.contrib.data.sampler |
| :members: |
| |
| .. automodule:: mxnet.gluon.contrib.data.text |
| :members: |
| |
| .. automodule:: mxnet.gluon.contrib.estimator |
| :members: |
| :imported-members: |