Merge branch 'master' into ssa_forecasting

Author: ganik

release-next.md

@@ -0,0 +1,48 @@
+# [NimbusML](https://docs.microsoft.com/en-us/nimbusml/overview) Next
+
+## **New Features**
+
+- **Time Series Spike And Change Point Detection**
+
+   [PR#135](https://github.com/microsoft/NimbusML/pull/135) added support
+   for time series spike and change point detection using the Independent
+   and identically distributed (IID) and Singular Spectrum Analysis (SSA)
+   algorithms.
+
+   **Spike Detection Examples**
+
+   - [IID using a pandas Series](https://github.com/microsoft/NimbusML/tree/master/src/python/nimbusml/examples/examples_from_dataframe/IidSpikeDetector_df.py)
+   - [SSA using a pandas Series](https://github.com/microsoft/NimbusML/tree/master/src/python/nimbusml/examples/examples_from_dataframe/SsaSpikeDetector_df.py)
+   - [IID using a FileDataStream](https://github.com/microsoft/NimbusML/tree/master/src/python/nimbusml/examples/IidSpikeDetector.py)
+   - [SSA using a FileDataStream](https://github.com/microsoft/NimbusML/tree/master/src/python/nimbusml/examples/SsaSpikeDetector.py)
+
+   **Change Point Detection Examples**
+
+   - [IID using a pandas Series](https://github.com/microsoft/NimbusML/tree/master/src/python/nimbusml/examples/examples_from_dataframe/IidChangePointDetector_df.py)
+   - [SSA using a pandas Series](https://github.com/microsoft/NimbusML/tree/master/src/python/nimbusml/examples/examples_from_dataframe/SsaChangePointDetector_df.py)
+   - [IID using a FileDataStream](https://github.com/microsoft/NimbusML/tree/master/src/python/nimbusml/examples/IidChangePointDetector.py)
+   - [SSA using a FileDataStream](https://github.com/microsoft/NimbusML/tree/master/src/python/nimbusml/examples/SsaChangePointDetector.py)
+
+- **Time Series Forecasting**
+   [PR#164](https://github.com/microsoft/NimbusML/pull/164) exposes an API
+   for time series forecasting using Singular Spectrum Analysis(SSA).
+
+## **Bug Fixes**
+
+None.
+
+## **Breaking Changes**
+
+None.
+
+## **Enhancements**
+
+None.
+
+## **Documentation and Samples**
+
+TBD.
+
+## **Remarks**
+
+None.