update example

Author: oaksharks

deeptables/examples/quickstart.ipynb

@@ -70,7 +70,7 @@ Example
    Layers<layers.md>
    AutoML<automl.md>
    API<modules.rst>
-   API<release_note.md>
+   Release Notes<release_note.rst>
    FAQ<faq.md>
 
 Indices and tables

docs/source/index.rst

@@ -0,0 +1,22 @@
+Version 0.2.5(stable)
+---------------------
+**Main improvements**
+
+1. Support ``hypernets>=0.2.5.1``
+2. Support tensorflow builtin Metric class used to evaluate
+
+
+
+Version 0.2.3.1(stable)
+---------------------
+**Main improvements**
+
+1. Support ``hypernets==0.2.5.1``
+
+
+Version 0.2.3
+---------------------
+**Main improvements**
+
+1. Introducing `Hypernets <https://github.com/DataCanvasIO/Hypernets>`_  ``CompeteExperiment``, supports a series of advanced features based on it, please refer to `CompeteExperiment` in hypernets for further information
+2. Support `Dask <https://www.dask.org/>`_ distributed training