make release-tag: Merge branch 'master' into stable

Author: csala

HISTORY.md

@@ -1,5 +1,16 @@
 # History
 
+## 0.1.3 (2020-10-16)
+
+This version includes several minor improvements to the PAR model and the
+way the sequences are generated:
+
+* Sequences can now be generated without dropping the sequence index.
+* The PAR model learns the min and max length of the sequence from the input data.
+* NaN values are properly supported for both categorical and numerical columns.
+* NaN values are generated for numerical columns only if there were NaNs in the input data.
+* Constant columns can now be modeled.
+
 ## 0.1.2 (2020-09-15)
 
 Add BasicGAN Model and additional benchmarking results.

Makefile

@@ -181,9 +181,9 @@ serve-docs: view-docs ## compile the docs watching for changes
 dist: clean ## builds source and wheel package
 	python setup.py sdist
 	python setup.py bdist_wheel
-	cd benchmark && python setup.py sdist
-	cd benchmark && python setup.py bdist_wheel
-	mv benchmark/dist/* dist && rmdir benchmark/dist
+	# cd benchmark && python setup.py sdist
+	# cd benchmark && python setup.py bdist_wheel
+	# mv benchmark/dist/* dist && rmdir benchmark/dist
 	ls -l dist
 
 .PHONY: publish-confirm
@@ -266,16 +266,16 @@ check-release: check-clean check-master check-history ## Check if the release ca
 	@echo "A new release can be made"
 
 .PHONY: release
-release: check-release bumpversion-release bumpversion-patch
+release: check-release bumpversion-release publish bumpversion-patch
 
 .PHONY: release-test
-release-test: check-release bumpversion-release-test bumpversion-revert
+release-test: check-release bumpversion-release-test publish-test bumpversion-revert
 
 .PHONY: release-candidate
-release-candidate: check-master bumpversion-candidate
+release-candidate: check-master publish bumpversion-candidate
 
 .PHONY: release-candidate-test
-release-candidate-test: check-clean check-master
+release-candidate-test: check-clean check-master publish-test
 
 .PHONY: release-minor
 release-minor: check-release bumpversion-minor release

README.md

@@ -87,7 +87,7 @@ data = load_demo()
 
 # Define data types for all the columns
 data_types = {
-    'season': 'categorical',
+    'region': 'categorical',
     'day_of_week': 'categorical',
     'total_sales': 'continuous',
     'nb_customers': 'count',

benchmark/deepecho/__init__.py

@@ -2,7 +2,7 @@
 
 __author__ = 'MIT Data To AI Lab'
 __email__ = '[email protected]'
-__version__ = '0.1.2'
+__version__ = '0.1.3.dev2'
 __path__ = __import__('pkgutil').extend_path(__path__, __name__)
 
 from deepecho.demo import load_demo

benchmark/deepecho/benchmark/dataset.py

@@ -165,7 +165,11 @@ def __init__(self, dataset, table_name=None, max_entities=None, segment_size=Non
         table_meta = self.metadata.get_table_meta(self.table_name)
         self.entity_columns = table_meta.get('entity_columns') or []
         self.sequence_index = table_meta.get('sequence_index')
-        self.context_columns = self._get_context_columns()
+        if 'context_columns' in table_meta:
+            self.context_columns = table_meta['context_columns']
+        else:
+            self.context_columns = self._get_context_columns()
+
         self.model_columns = [
             column for column in self.data.columns
             if column not in self.entity_columns + self.context_columns + [self.sequence_index]

benchmark/setup.py

@@ -3,7 +3,7 @@
 
 """The setup script."""
 
-__version__ = '0.1.2'
+__version__ = '0.1.3.dev2'
 
 from setuptools import setup, find_packages
 

deepecho/__init__.py

@@ -2,7 +2,7 @@
 
 __author__ = 'MIT Data To AI Lab'
 __email__ = '[email protected]'
-__version__ = '0.1.2'
+__version__ = '0.1.3.dev2'
 __path__ = __import__('pkgutil').extend_path(__path__, __name__)
 
 from deepecho.demo import load_demo