added transfer learning example notebook (#885)

* added transfer learning example notebook * small update to transfer learning notebook * list the notebook in examples list * add example to list of examples * revert change to userguide.rst * remove a few imports * fixed typos * fix typo
unit8co · Apr 8, 2022 · 76fcf53 · 76fcf53
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diff --git a/docs/source/examples.rst b/docs/source/examples.rst
@@ -29,6 +29,19 @@ Data processing example notebook:
    examples/02-data-processing.ipynb
 
 
+Transfer Learning Tutorial
+==========================
+
+A self-contained notebook showcasing examples of training some bigger models
+on large datasets of time series, and using such models to forecast new time
+series that have not been seen during training:
+
+.. toctree::
+   :maxdepth: 1
+
+   examples/14-transfer-learning.ipynb
+
+
 Fast Fourier Transform
 ======================
 

diff --git a/examples/14-transfer-learning.ipynb b/examples/14-transfer-learning.ipynb