Changelog update (#569)

* Update from 1.8.5

* Changelog 1.8.5 updated

* Changelog Error Fix

Author: DEKHTIARJonathan

CHANGELOG.md

@@ -24,6 +24,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 * `Removed` for now removed features.
 * `Fixed` for any bug fixes.
 * `Security` in case of vulnerabilities.
+* `Dependencies Update` in case of vulnerabilities.
 * `Contributors` to thank the contributors that worked on this PR.
 
 ============== How To Update The Changelog for a New Release ==============
@@ -34,12 +35,14 @@ To release a new version, please update the changelog as followed:
 1. Rename the `Unreleased` Section to the Section Number
 2. Recreate an `Unreleased` Section on top
 3. Update the links at the very bottom
--->
+
+======================= START: TEMPLATE TO KEEP IN CASE OF NEED ===================
+
+** DO NOT MODIFY THIS SECTION ! **
 
 ## [Unreleased]
 
 ### Added
-- Danger CI has been added to enforce the update of the changelog by @lgarithm and @DEKHTIARJonathan
 
 ### Changed
 
@@ -51,13 +54,25 @@ To release a new version, please update the changelog as followed:
 
 ### Security
 
+### Dependencies Update
+
 ### Contributors
 
+** DO NOT MODIFY THIS SECTION ! **
 
+======================= END: TEMPLATE TO KEEP IN CASE OF NEED ===================
 
-## [1.8.5] - 2018-05-09
+-->
+
+<!-- YOU CAN EDIT FROM HERE -->
+
+## [Unreleased]
 
 ### Added
+- Repository:
+  - Danger CI has been added to enforce the update of the changelog (by @lgarithm and @DEKHTIARJonathan)
+- Tutorials:
+  - `tutorial_tfslim` added by (@2wins).
 
 ### Changed
 
@@ -69,8 +84,50 @@ To release a new version, please update the changelog as followed:
 
 ### Security
 
+### Dependencies Update
+
+### Contributors
+@lgarithm @DEKHTIARJonathan @2wins
+
+
+## [1.8.5] - 2018-05-09
+
+### Added
+- Github Templates added (by @DEKHTIARJonathan)
+  - New issues Template
+  - New PR Template
+- Travis Deploy Automation on new Tag (by @DEKHTIARJonathan)
+  - Deploy to PyPI and create a new version.
+  - Deploy to Github Releases and upload the wheel files
+- PyUP.io has been added to ensure we are compatible with the latest libraries (by @DEKHTIARJonathan)
+- `deconv2d` now handling dilation_rate (by @zsdonghao)
+- Documentation unittest added (by @DEKHTIARJonathan)
+- `test_layers_core` has been added to ensure that `LayersConfig` is abstract.
+
+### Changed
+- All Tests Refactored - Now using unittests and runned with PyTest (by @DEKHTIARJonathan)
+- Documentation updated (by @zsdonghao)
+- Package Setup Refactored (by @DEKHTIARJonathan)
+- Dataset Downlaod now using library progressbar2 (by @DEKHTIARJonathan)
+- `deconv2d` function transformed into Class (by @zsdonghao)
+- `conv1d` function transformed into Class (by @zsdonghao)
+- super resolution functions transformed into Class (by @zsdonghao)
+- YAPF coding style improved and enforced (by @DEKHTIARJonathan)
+
+### Fixed
+- Backward Compatibility Restored with deprecation warnings (by @DEKHTIARJonathan)
+- Tensorflow Deprecation Fix (Issue #498):
+  - AverageEmbeddingInputlayer (by @zsdonghao)
+  - load_mpii_pose_dataset (by @zsdonghao)
+- maxPool2D initializer issue #551 (by @zsdonghao)
+- `LayersConfig` class has been enforced as abstract
+- Pooling Layer Issue #557 fixed (by @zsdonghao)
+
+### Dependencies Update
+- scipy>=1.0,<1.1 => scipy>=1.1,<1.2
+
 ### Contributors
-@zsdonghao @luomai @DEKHTIARJonathan @2wins @auroua
+@zsdonghao @luomai @DEKHTIARJonathan
 
-[Unreleased]: https://github.com/olivierlacan/keep-a-changelog/compare/1.8.5...master
+[Unreleased]: https://github.com/tensorlayer/tensorlayer/compare/1.8.5...master
 [1.8.5]: https://github.com/tensorlayer/tensorlayer/compare/1.8.4...1.8.5