SarthakJariwala · SarthakJariwala · Apr 20, 2022 · Nov 5, 2021 · Nov 5, 2021 · Nov 5, 2021
diff --git a/.github/workflows/constraints.txt b/.github/workflows/constraints.txt
@@ -1,3 +1,3 @@
-pip==21.3.1
+pip==22.0.4
 nox==2022.1.7
-poetry==1.1.12
+poetry==1.1.13
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
@@ -9,7 +9,7 @@ jobs:
     - uses: actions/checkout@v2
     - uses: actions/[email protected]
       with:
-        python-version: '3.8'
+        python-version: '3.10'
         architecture: x64
     - run: pip install --constraint=.github/workflows/constraints.txt pip
     - run: pip install --constraint=.github/workflows/constraints.txt nox

diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
@@ -10,11 +10,11 @@ jobs:
       fail-fast: false
       matrix:
         include:
-          - { python-version: 3.8, os: ubuntu-latest }
-          - { python-version: 3.7, os: ubuntu-latest }
-          - { python-version: 3.6, os: ubuntu-latest }
-          - { python-version: 3.8, os: windows-latest }
-          - { python-version: 3.8, os: macos-latest }
+          - { python-version: "3.10", os: ubuntu-latest }
+          - { python-version: "3.9", os: ubuntu-latest }
+          - { python-version: "3.8", os: ubuntu-latest }
+          - { python-version: "3.10", os: windows-latest }
+          - { python-version: "3.10", os: macos-latest }
 
     steps:
       - uses: actions/[email protected]

diff --git a/.readthedocs.yml b/.readthedocs.yml
@@ -3,7 +3,7 @@ sphinx:
   configuration: docs/conf.py
 formats: all
 python:
-  version: 3.7
+  version: 3.8
   install:
     - requirements: docs/requirements.txt
     - path: .
diff --git a/docs/Tutorial/Image Filters.ipynb b/docs/Tutorial/Image Filters.ipynb
diff --git a/docs/Tutorial/ParamGrid.ipynb b/docs/Tutorial/ParamGrid.ipynb
diff --git a/docs/api/ParamGrid.rst b/docs/api/ParamGrid.rst
@@ -0,0 +1,5 @@
+seaborn_image.ParamGrid
+========================
+
+.. autoclass:: seaborn_image.ParamGrid
+   :members:
diff --git a/docs/index.rst b/docs/index.rst
@@ -16,7 +16,7 @@ seaborn-image: image data visualization
     :width: 120px
     :height: 120px
 
-.. |img4| image:: /auto_examples/images/thumb/sphx_glr_plot_filtergrid_thumb.png
+.. |img4| image:: /auto_examples/images/thumb/sphx_glr_plot_paramgrid_thumb.png
     :width: 140px
     :height: 140px
 

diff --git a/docs/quickstart.rst b/docs/quickstart.rst
diff --git a/docs/reference.rst b/docs/reference.rst
@@ -43,10 +43,11 @@ Axes level function to apply image filters and visualize them.
 Axes level function to visualize the fast-fourier transform of the input image.
 
 
-:doc:`FilterGrid <api/FilterGrid>`
+:doc:`ParamGrid <api/ParamGrid>`
 ----------------------------------
 
-Figure level function to explore interplay between different parameters of the input filter.
+Figure level function that maps a function to input image and
+allows exploration of the interplay between different parameters of the mapped function.
 
 
 :doc:`load_image <api/datasets>`
@@ -65,3 +66,12 @@ Set global settings for drawing images.
 --------------------------------------
 
 Handy utility functions for despining axes, setting scientific ticks, etc.
+
+
+Deprecated
+++++++++++
+
+:doc:`FilterGrid <api/FilterGrid>`
+----------------------------------
+
+`FilterGrid` is deprecated. Use :doc:`ParamGrid <api/ParamGrid>` instead.
diff --git a/docs/tutorial.rst b/docs/tutorial.rst
@@ -46,6 +46,15 @@ Working with a Collection of Images
    Collection of images <Tutorial/Image Collection.ipynb>
 
 
+Exploring Relationships between Parameters
+------------------------------------------
+
+.. toctree::
+   :maxdepth: 2
+
+   Explore Parameter Interplays <Tutorial/ParamGrid.ipynb>
+
+
 Image Filters - Individual Filters and Exploring Relationships between Parameters
 ---------------------------------------------------------------------------------
 

diff --git a/examples/plot_filtergrid.py → examples/plot_paramgrid.py b/examples/plot_filtergrid.py → examples/plot_paramgrid.py
@@ -1,13 +1,13 @@
 """
-Interplay between filter parameters using FilterGrid
-====================================================
+Interplay between function parameters using ParamGrid
+=====================================================
 """
 
 import seaborn_image as isns
 
 img = isns.load_image("polymer")
 
-g = isns.FilterGrid(
+g = isns.ParamGrid(
     img,
     "gaussian",
     row="sigma",