Development for multioutput regression

.travis.yml

@@ -21,13 +21,13 @@ matrix:
 
   include:
   - os: linux
-    env: DISTRIB="conda" EXAMPLES="true" PYTHON="3.7" SKIP_TESTS="true"
+    env: DISTRIB="conda" DOCPUSH="true" PYTHON="3.7" SKIP_TESTS="true"
   - os: linux
     env: DISTRIB="conda" RUN_FLAKE8="true" SKIP_TESTS="true"
   - os: linux
     env: DISTRIB="conda" PYTHON="3.5"
   - os: linux
-    env: DISTRIB="conda" COVERAGE="true" DOCPUSH="true" PYTHON="3.6"
+    env: DISTRIB="conda" COVERAGE="true" PYTHON="3.6"
   - os: linux
     env: DISTRIB="conda" TEST_DIST="true" PYTHON="3.7"
   - os: linux
@@ -76,10 +76,10 @@ after_success: source ci_scripts/success.sh && source ci_scripts/create_doc.sh $
 
 deploy:
   provider: pages
-  skip-cleanup: true
-  github-token: $GITHUB_TOKEN # set in the settings page of my repository
-  keep-hisotry: true
-  commiter-from-gh: true
+  skip_cleanup: true
+  github_token: $GITHUB_TOKEN # set in the settings page of my repository
+  keep-history: true
+  committer-from-gh: true
   on:
     all_branches: true
     condition: $doc_result = "success"

autosklearn/__init__.py

@@ -10,7 +10,7 @@
 numpy>=1.9
 scikit-learn>=0.22.0,<0.23
 lockfile>=0.10
-smac>=0.12,<0.13
+smac>=0.12
 pyrfr>=0.6.1,<0.8
 ConfigSpace>=0.4.0,<0.5
 '''

autosklearn/__version__.py

@@ -1,4 +1,4 @@
 """Version information."""
 
 # The following line *must* be the last in the module, exactly as formatted:
-__version__ = "0.6.0"
+__version__ = "0.7.0"

autosklearn/constants.py

@@ -4,8 +4,9 @@
 MULTICLASS_CLASSIFICATION = 2
 MULTILABEL_CLASSIFICATION = 3
 REGRESSION = 4
+MULTIOUTPUT_REGRESSION = 5
 
-REGRESSION_TASKS = [REGRESSION]
+REGRESSION_TASKS = [REGRESSION, MULTIOUTPUT_REGRESSION]
 CLASSIFICATION_TASKS = [BINARY_CLASSIFICATION, MULTICLASS_CLASSIFICATION,
                         MULTILABEL_CLASSIFICATION]
 
@@ -15,10 +16,12 @@
     {BINARY_CLASSIFICATION: 'binary.classification',
      MULTICLASS_CLASSIFICATION: 'multiclass.classification',
      MULTILABEL_CLASSIFICATION: 'multilabel.classification',
-     REGRESSION: 'regression'}
+     REGRESSION: 'regression',
+     MULTIOUTPUT_REGRESSION: 'multioutput.regression'}
 
 STRING_TO_TASK_TYPES = \
     {'binary.classification': BINARY_CLASSIFICATION,
      'multiclass.classification': MULTICLASS_CLASSIFICATION,
      'multilabel.classification': MULTILABEL_CLASSIFICATION,
-     'regression': REGRESSION}
+     'regression': REGRESSION,
+     'multioutput.regression': MULTIOUTPUT_REGRESSION}