MAINT prepare 0.4.2 release

Author: mfeurer

autosklearn/__version__.py

@@ -1,4 +1,4 @@
 """Version information."""
 
 # The following line *must* be the last in the module, exactly as formatted:
-__version__ = "0.4.1"
+__version__ = "0.4.2"

doc/releases.rst

@@ -11,6 +11,33 @@
 Releases
 ========
 
+Version 0.4.2
+=============
+
+* Fixes #538: Remove rounding errors when giving a training set fraction for
+  holdout.
+* Fixes #558: Ensemble script now uses less memory and the memory limit can be
+  given to Auto-sklearn.
+* Fixes #585: Auto-sklearn's ensemble script produced wrong results when
+  called directly (and not via one of Auto-sklearn's estimator classes).
+* Fixes an error in the ensemble script which made it non-deterministic.
+* MAINT #569: Rename hyperparameter to have a different name than a
+  scikit-learn hyperparameter with different meaning.
+* MAINT #592: backwards compatible requirements.txt
+* MAINT #588: Fix SMAC version to 0.8.0
+* MAINT: remove dependency on the six package
+* MAINT: upgrade to XGBoost 0.80
+
+Contributors
+************
+
+* Taneli Mielikäinen
+* Matthias Feurer
+* Diogo Bastos
+* Zeyi Wen
+* Teresa Conceição
+* Jin Woo Ahn
+
 Version 0.4.1
 =============
 

requirements.txt

@@ -16,6 +16,6 @@ liac-arff
 pandas
 
 ConfigSpace>=0.4.0,<0.5
-pynisher>=0.4
+pynisher>=0.4.2
 pyrfr>=0.7,<0.8
 smac==0.8

setup.py

@@ -35,7 +35,7 @@
     "nose",
     "Cython",
     # Numpy version of higher than 1.14.5 causes libgcc_s.so.1 error.
-    "numpy>=1.9.0<=1.14.5",
+    "numpy>=1.9.0,<=1.14.5",
     "scipy>=0.14.1",
     "scikit-learn>=0.19,<0.20",
     "lockfile",
@@ -45,7 +45,7 @@
     "liac-arff",
     "pandas",
     "ConfigSpace>=0.4.0,<0.5",
-    "pynisher>=0.4,<0.5",
+    "pynisher>=0.4.2",
     "pyrfr>=0.6.1,<0.8",
     "smac>=0.8,<0.9",
     "xgboost>=0.80",