release AverageEmbeddingInputlayer and FastText example

Author: zsdonghao

README.md

@@ -76,6 +76,7 @@ Examples can be found [in this folder](https://github.com/zsdonghao/tensorlayer/
  - Text Generation. Generates new text scripts, using LSTM network, see [tutorial\_generate_text.py](https://github.com/zsdonghao/tensorlayer/blob/master/example/tutorial_generate_text.py).
  - Chinese Text Anti-Spam by [pakrchen](https://github.com/pakrchen/text-antispam).
  - [Chatbot in 200 lines of code](https://github.com/zsdonghao/seq2seq-chatbot) for [Seq2Seq](http://tensorlayer.readthedocs.io/en/latest/modules/layers.html#simple-seq2seq).
+ - FastText Sentence Classification (IMDB), see [tutorial\_imdb\_fasttext.py](https://github.com/zsdonghao/tensorlayer/blob/master/example/tutorial_imdb_fasttext.py) by [tomtung](https://github.com/tomtung).
 
 ## Adversarial Learning
 - DCGAN (CelebA). Generating images by [Deep Convolutional Generative Adversarial Networks](http://arxiv.org/abs/1511.06434) by [zsdonghao](https://github.com/zsdonghao/dcgan).

docs/modules/layers.rst

@@ -252,6 +252,7 @@ Layer list
    OneHotInputLayer
    Word2vecEmbeddingInputlayer
    EmbeddingInputlayer
+   AverageEmbeddingInputlayer
 
    DenseLayer
    ReconLayer
@@ -394,6 +395,10 @@ Embedding Input layer
 ^^^^^^^^^^^^^^^^^^^^^^^
 .. autoclass:: EmbeddingInputlayer
 
+Average Embedding Input layer
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+.. autoclass:: AverageEmbeddingInputlayer
+
 Dense layer
 ------------
 

docs/user/example.rst

@@ -38,6 +38,7 @@ Natural Language Processing
  - Text Generation. Generates new text scripts, using LSTM network, see `tutorial_generate_text.py <https://github.com/zsdonghao/tensorlayer/blob/master/example/tutorial_generate_text.py>`_.
  - Chinese Text Anti-Spam by `pakrchen <https://github.com/pakrchen/text-antispam>`_.
  - `Chatbot in 200 lines of code <https://github.com/zsdonghao/seq2seq-chatbot>`_ for `Seq2Seq <http://tensorlayer.readthedocs.io/en/latest/modules/layers.html#simple-seq2seq>`_.
+ - FastText Sentence Classification (IMDB), see `tutorial_imdb_fasttext.py <https://github.com/zsdonghao/tensorlayer/blob/master/example/tutorial_imdb_fasttext.py>`_ by `tomtung <https://github.com/tomtung>`_.
 
 Adversarial Learning
 ========================

example/playground/inception_v3.ckpt

@@ -0,0 +1,2 @@
+model_checkpoint_path: "model.ckpt"
+all_model_checkpoint_paths: "model.ckpt"