Release 0.5.2 (#277)

CHANGELOG.md

@@ -1,5 +1,33 @@
 # Changelog
 
+## 0.5.2
+
+Bug fixes:
+- Fixed local scoring with multipicklist features [#243](https://github.com/salesforce/TransmogrifAI/pull/243)
+- Fixed error messages in `DataCutter` and `DataBalancer` [#256](https://github.com/salesforce/TransmogrifAI/pull/256)
+- Fixed bug in in model selector fit method [#251](https://github.com/salesforce/TransmogrifAI/pull/251)
+- Fixed some Transmogrifier defaults to be modifiable / exposed [#232](https://github.com/salesforce/TransmogrifAI/pull/232)
+- Fixed bug in `OpXGBoostClassificationModel` [#229](https://github.com/salesforce/TransmogrifAI/pull/229)
+- Minor fixes / cleanup on notebooks, Helloworld examples, and developer guide [#226](https://github.com/salesforce/TransmogrifAI/pull/226), [#230](https://github.com/salesforce/TransmogrifAI/pull/230), [#240](https://github.com/salesforce/TransmogrifAI/pull/240), [#259](https://github.com/salesforce/TransmogrifAI/pull/259)
+
+New features / updates:
+- Added transformer classes for common math operations [#255](https://github.com/salesforce/TransmogrifAI/pull/255), [#257](https://github.com/salesforce/TransmogrifAI/pull/257)
+- Added string transformers for substring search and valid email [#265](https://github.com/salesforce/TransmogrifAI/pull/265)
+- Added scaler and descaler transformers [#223](https://github.com/salesforce/TransmogrifAI/pull/223)
+- Added Raw Feature Filter results e.g., metrics, exclusion reasons to serialization and to `ModelInsights` [#237](https://github.com/salesforce/TransmogrifAI/pull/237), [#252](https://github.com/salesforce/TransmogrifAI/pull/252), [#258](https://github.com/salesforce/TransmogrifAI/pull/258), [#276](https://github.com/salesforce/TransmogrifAI/pull/276)
+- Changed OpBinScoreEvaluator to allow for lift analysis [#233](https://github.com/salesforce/TransmogrifAI/pull/233)
+- Added random param builder for random hyperparameter search in model selectors [#238](https://github.com/salesforce/TransmogrifAI/pull/238)
+- Added possibility to return top K positives and top K negatives improvement for LOCO [#264](https://github.com/salesforce/TransmogrifAI/pull/264)
+- Added a max cardinality percentage that can be set for pivot [#241](https://github.com/salesforce/TransmogrifAI/pull/241)
+- Added minimum rows for scoring set in RawFeatureFilter [#250](https://github.com/salesforce/TransmogrifAI/pull/250)
+- Allowed copying model instances across multiple threads [#270](https://github.com/salesforce/TransmogrifAI/pull/270)
+- Added stub to allow loading models without workflow [#269](https://github.com/salesforce/TransmogrifAI/pull/269), [#272](https://github.com/salesforce/TransmogrifAI/pull/272)
+- Made decision tree numeric bucketizer tests less flaky [#225](https://github.com/salesforce/TransmogrifAI/pull/225)
+- Added Jupyter notebooks for samples [#231](https://github.com/salesforce/TransmogrifAI/pull/231)
+
+Dependency updates:
+- Switched to MLeap runtime from Aardpfark for local scoring [#249](https://github.com/salesforce/TransmogrifAI/pull/249), [#261](https://github.com/salesforce/TransmogrifAI/pull/261)
+
 ## 0.5.1
 
 Bug fixes:

gradle.properties

@@ -1,3 +1,3 @@
-version=0.6.0-SNAPSHOT
+version=0.5.2
 group=com.salesforce.transmogrifai
 org.gradle.caching=true

helloworld/README.md

@@ -59,15 +59,15 @@ First, build project with `./gradlew shadowJar`.
 #### Train
 ```shell
 $SPARK_HOME/bin/spark-submit --class com.salesforce.hw.titanic.OpTitanic \
-  build/libs/transmogrifai-helloworld-0.0.1-all.jar \
+  build/libs/transmogrifai-helloworld-0.0.1.jar \
   --run-type train \
   --model-location /tmp/titanic-model \
   --read-location Passenger=`pwd`/src/main/resources/TitanicDataset/TitanicPassengersTrainData.csv
 ```
 #### Score
 ```shell
 $SPARK_HOME/bin/spark-submit --class com.salesforce.hw.titanic.OpTitanic \
-  build/libs/transmogrifai-helloworld-0.0.1-all.jar \
+  build/libs/transmogrifai-helloworld-0.0.1.jar \
   --run-type score \
   --model-location /tmp/titanic-model \
   --read-location Passenger=`pwd`/src/main/resources/TitanicDataset/TitanicPassengersTrainData.csv \
@@ -76,7 +76,7 @@ $SPARK_HOME/bin/spark-submit --class com.salesforce.hw.titanic.OpTitanic \
 #### Evaluate
 ```shell
 $SPARK_HOME/bin/spark-submit --class com.salesforce.hw.titanic.OpTitanic \
-  build/libs/transmogrifai-helloworld-0.0.1-all.jar \
+  build/libs/transmogrifai-helloworld-0.0.1.jar \
   --run-type evaluate \
   --model-location /tmp/titanic-model \
   --read-location Passenger=`pwd`/src/main/resources/TitanicDataset/TitanicPassengersTrainData.csv \