examples: notebooks: Add usecase example notebook for 'Tuning Models'

Signed-off-by: mHash1m <hashimchaudry23@gmail.com>
intel · Aug 17, 2021 · 27757f6 · 27757f6
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diff --git a/CHANGELOG.md b/CHANGELOG.md
@@ -27,6 +27,8 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - Usecase example notebook for "Ensemble by stacking"
 - Support for Multi-Output models.
 - Usecase example notebook for "Working with Multi-Output models"
+- Optimizer `parameter_grid` for tuning models.
+- Usecase example notebook for "Tuning Models"
 ### Changed
 - Calls to hashlib now go through helper functions
 - Build docs using `dffml service dev docs`

diff --git a/docs/examples/notebooks/index.rst b/docs/examples/notebooks/index.rst
@@ -6,6 +6,7 @@ Notebooks
 
     moving_between_models
     evaluating_model_performance
+    tuning_models
     saving_and_loading_models
     ensemble_by_stacking
     transferlearning

diff --git a/docs/examples/notebooks/tuning_models.nblink b/docs/examples/notebooks/tuning_models.nblink
@@ -0,0 +1,3 @@
+{
+    "path": "../../../examples/notebooks/tuning_models.ipynb"
+}