Update README.rst

PyUP - Dependency Update Scheduled daily dependency update on thursday (

tensorlayer#684)

* Pin keras to latest version 2.2.0

* Keras unpinned and set to range

* Conv Layers File Cleaning

* Bug Fix not saving activation fx in layers: BatchNorm and ElementWiseLambdaLayer

* 1.8.6rc4 released

* String Formating Fixed

Tl logging layer name fix (tensorlayer#683)

* TL logging Layer Name Error Fix

* 1.8.6rc3 release

* setup.cfg travis improvements

* YAPF formating

* unstack_layer fx converted to Layer Class UnstackLayer

* Missing self.name fixed

Issue tensorlayer#642 - Add `AtrousDeConv2dLayer` (tensorlayer#662)

* Update visualize.py

* Update README.md

Add an example for Adversarial Learning

* Update more.rst

Update the URLs

* Update more.rst

* Update example.rst

Add the same link of BEGAN implementation.

* Update example.rst

* Update example.rst

* Create tutorial_tfslim.py

fixes tensorlayer#552

* Update tutorial_tfslim.py

* Update utils.py

Fix tensorlayer#565

* Update utils.py

* Create test_utils_predict.py

related with tensorlayer#288, tensorlayer#565, tensorlayer#566

* Create test_utils_predict.py

* Update utils.py

* Update test_utils_predict.py

* Update CHANGELOG.md

related to tensorlayer#566

* Update test_utils_predict.py

* Update CHANGELOG.md

* Update CHANGELOG.md

* Update CHANGELOG.md

* Update test_utils_predict.py

* Update test_utils_predict.py

* Update test_utils_predict.py

* Update test_utils_predict.py

* Update test_utils_predict.py

* Update test_utils_predict.py (fix Bad Coding Style)

* Update test_utils_predict.py

* Update CHANGELOG.md

* Update CHANGELOG.md

* Update CHANGELOG.md

* Update CHANGELOG.md

* Update convolution.py (Add AtrousConv2dTransLayer)

* Add AtrousConv2dTransLayer

* Fix some mistakes

* Follow protocols

* Fix coding style (yapf)

* AtrousConv2dLayer fixed

* AtrousConv2dTransposeLayer refactored

* Fix coding style (yapf)

* Fix error

* Bias Add using premade tf func

* Old TF Code Removed

* Renamed to AtrousDeConv2dLayer

* Update CHANGELOG.md

* Release 1.8.6rc2

* Documentation Fix

Requirements Updated + RTD Build Fix (tensorlayer#672)

* Requirements Updated + RTD Build Fix

* Requirements Fixed

Travis able to build tags following the tag naming convention

release 1.8.5 (tensorlayer#559)

1.8.5rc2 version bump (tensorlayer#518)

* Activation Cleaning Docstring Test

* Requirements Pinned with range to insure tested versions are used. Range are used to prevent updating requirements all the time.

* setup.cfg file added with PEP8 configuration

* activation.py refactored

* docstring fixed - ready for documentation unittest

* Yapf correction for max_line_length: 120

* test yapf refactored

* test documentation added

* Missing requirement added: sphinx

* Allow test on documentation to pass on warning

* Fix travis dependencies install

* Travis install script fixed

* Travis install command fixed

* Requirements conflict solved

* Yapf Style modified and merged in file "setup.cfg"

* Yapf Confiuguration Updated

* Code Refactored with new YAPF formating style

* Code Refactored with new YAPF formating style

* Code Refactored with new YAPF formating style

* shorten codes

* Various Cleaning

* Trailing Slashes removed

* Test Recurrent Fixed

* Line Width Fix

* docs requirements updated

* fix example docs style

* Codacy Issue Fixed

* Merge Errors fixed

* YAPF Style Applied

* Version Bump to 1.8.5rc2

Auto deploy with travis (tensorlayer#500)

* no message

* [Release] - 1.8.5rc1

* Password Ecrypted for PyPI badly encrypted

* Travis Encrypt Instructions added

* PyPI User Variable added

* Documentation Links for Travis Deploy Added

[release] 1.8.5rc0 - Deprecation Warnings added + Github Templates + …

…Test Suite Refactored (tensorlayer#497)