Merge pull request #271 from bsc-wdc/release-0.5

Release 0.5

CHANGELOG.md

@@ -4,6 +4,36 @@ All notable changes to this project will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
+## [0.5.0] - 2019-11-25
+### Added
+- Grid search and randomized search with cross-validation
+- K-fold splitter
+- Support for jupyter-notebooks from dislib docker image
+- Automatic installation of dislib executable when running pip install
+  dislib
+- Support for sparse data in PCA
+- A new notebook with more usage examples
+- jupyter command to dislib executable
+- Pointer to sklearn license in LICENSE file
+- NOTICE file
+
+### Changed
+- Estimators now extend sklearn BaseEstimator
+- Extended tutorial notebook with other examples
+- Added acknowledgements to README
+
+### Removed
+- Pandas dependency in test_als
+- CODEOWNERS file
+
+### Fixed
+- Small fixes to tutorial notebook
+- Small fixes to documentation
+- dislib executable now works even if PyCOMPSs is not installed
+- Bug fix in ALS performance test
+- Several bugs in fancy indexing of ds-arrays
+- Fixed dislib executable on MacOS
+
 ## [0.4.0] - 2019-09-16
 ### Added
 - Distributed array data structure
@@ -86,9 +116,8 @@ process.
 - Moved the quickstart guide to a separate file and included it in the documentation
 - Fixed several bugs
 
-### Removed
-
-[Unreleased]: https://github.com/bsc-wdc/dislib/compare/v0.4.0...HEAD
+[Unreleased]: https://github.com/bsc-wdc/dislib/compare/v0.5.0...HEAD
+[0.5.0]: https://github.com/bsc-wdc/dislib/compare/v0.4.0...v0.5.0
 [0.4.0]: https://github.com/bsc-wdc/dislib/compare/v0.3.0...v0.4.0
 [0.3.0]: https://github.com/bsc-wdc/dislib/compare/v0.2.0...v0.3.0
 [0.2.0]: https://github.com/bsc-wdc/dislib/compare/v0.1.0...v0.2.0

LICENSE

@@ -186,7 +186,7 @@
       same "printed page" as the copyright notice for easier
       identification within third-party archives.
 
-   Copyright 2019 Barcelona Supercomputing Center (BSC)
+   Copyright [yyyy] [name of copyright owner]
 
    Licensed under the Apache License, Version 2.0 (the "License");
    you may not use this file except in compliance with the License.
@@ -200,7 +200,16 @@
    See the License for the specific language governing permissions and
    limitations under the License.
 
-
-
-This product includes modified code from scikit-learn, which is available under a
-"3-clause BSD" license.  For details, see https://scikit-learn.org.
+-----------------------------------------------------------------------------
+
+The following files contain modified code from the scikit-learn project, which
+is available under a "3-clause BSD" license:
+
+dislib/cluster/gm/base.py
+dislib/model_selection/_validation.py
+dislib/model_selection/_split.py
+dislib/model_selection/_search.py
+examples/classifier_comparison.py
+examples/clustering_comparison.py
+examples/gm_covariance_types_comp.py
+examples/kmeans.py

NOTICE

@@ -0,0 +1,13 @@
+Copyright 2019 Barcelona Supercomputing Center (BSC)
+
+Licensed 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.

VERSION

@@ -1 +1 @@
-0.4.0
+0.5.0