MAINT prepare new release (#600)

* MAINT prepare new release

* MAINT update changelog

* MAINT update release notes

* Fix dataframe spelling

Author: mfeurer

doc/progress.rst

@@ -11,12 +11,47 @@ Changelog
 
 0.8.0
 ~~~~~
-* Added serialize run / deserialize run function (for saving runs on disk before uploading)
-* FIX: fixed bug related to listing functions (returns correct listing size)
-* made openml.utils.list_all a hidden function (should be accessed only by the respective listing functions)
-* Improve error handling for issue `#479 <https://github.com/openml/openml-python/pull/479>`_:
+
+* ADD #440: Improved dataset upload.
+* ADD #545, #583: Allow uploading a dataset from a pandas DataFrame.
+* ADD #528: New functions to update the status of a dataset.
+* ADD #523: Support for scikit-learn 0.20's new ColumnTransformer.
+* ADD #459: Enhanced support to store runs on disk prior to uploading them to
+  OpenML.
+* ADD #564: New helpers to access the structure of a flow (and find its
+  subflows).
+* FIX #538: Support loading clustering tasks.
+* FIX #464: Fixes a bug related to listing functions (returns correct listing
+  size).
+* FIX #580: Listing function now works properly when there are less results
+  than requested.
+* FIX #571: Fixes an issue where tasks could not be downloaded in parallel.
+* FIX #536: Flows can now be printed when the flow name is None.
+* FIX #504: Better support for hierarchical hyperparameters when uploading
+  scikit-learn's grid and random search.
+* FIX #569: Less strict checking of flow dependencies when loading flows.
+* FIX #431: Pickle of task splits are no longer cached.
+* DOC #540: More examples for dataset uploading.
+* DOC #554: Remove the doubled progress entry from the docs.
+* MAINT #613: Utilize the latest updates in OpenML evaluation listings.
+* MAINT #482: Cleaner interface for handling search traces.
+* MAINT #557: Continuous integration works for scikit-learn 0.18-0.20.
+* MAINT #542: Continuous integration now runs python3.7 as well.
+* MAINT #535: Continuous integration now enforces PEP8 compliance for new code.
+* MAINT #527: Replace deprecated nose by pytest.
+* MAINT #510: Documentation is now built by travis-ci instead of circle-ci.
+* MAINT: Completely re-designed documentation built on sphinx gallery.
+* MAINT #462: Appveyor CI support.
+* MAINT #477: Improve error handling for issue
+  `#479 <https://github.com/openml/openml-python/pull/479>`_:
   the OpenML connector fails earlier and with a better error message when
   failing to create a flow from the OpenML description.
+* MAINT #561: Improve documentation on running specific unit tests.
+
+0.4.-0.7
+~~~~~~~~
+
+There is no changelog for these versions.
 
 0.3.0
 ~~~~~
@@ -25,6 +60,11 @@ Changelog
 * 2nd example notebook PyOpenML.ipynb (Joaquin Vanschoren)
 * Pagination support for list datasets and list tasks
 
+Prior
+~~~~~
+
+There is no changelog for prior versions.
+
 API calls
 =========
 

openml/__version__.py

@@ -1,4 +1,4 @@
 """Version information."""
 
 # The following line *must* be the last in the module, exactly as formatted:
-__version__ = "0.8.0dev"
+__version__ = "0.8.0"