bqplot
diff --git a/docs/migrate.md b/docs/migrate.md
@@ -0,0 +1,122 @@
+# Migration Guide
+
+## Migrate your code from bqplot 0.12 to 0.13
+
+Starting from 0.13, bqplot has been split into multiple packages:
+
+- [bqscales](https://github.com/bqplot/bqscales): contains all the bqplot scales
+- [bqplot-gl](https://github.com/bqplot/bqplot-gl): contains the WebGL-based marks (ScatterGL, LinesGL)
+- [bqplot](https://github.com/bqplot/bqplot): the core bqplot package
+
+### bqscales imports
+
+For backward compatibility, **bqplot** depends on **bqscales** and exposes all the scales in its API.
+Though this may be removed at some point, so you should update your imports:
+
+=== "0.12"
+    ```py hl_lines="1"
+    from bqplot as import LinearScale, Axis, Lines, Figure
+    import numpy as np
+
+    x = np.linspace(-10, 10, 100)
+    y = np.sin(x)
+
+    xs = LinearScale()
+    ys = LinearScale()
+
+    xax = Axis(scale=xs, label="X")
+    yax = Axis(scale=ys, orientation="vertical", label="Y")
+
+    line = Lines(x=x, y=y, scales={"x": xs, "y": ys})
+
+    fig = Figure(marks=[line], axes=[xax, yax], title="Line Chart")
+
+    fig
+    ```
+
+=== "0.13"
+    ```py hl_lines="1 2"
+    from bqscales import LinearScale
+    from bqplot as import Axis, Lines, Figure
+    import numpy as np
+
+    x = np.linspace(-10, 10, 100)
+    y = np.sin(x)
+
+    xs = LinearScale()
+    ys = LinearScale()
+
+    xax = Axis(scale=xs, label="X")
+    yax = Axis(scale=ys, orientation="vertical", label="Y")
+
+    line = Lines(x=x, y=y, scales={"x": xs, "y": ys})
+
+    fig = Figure(marks=[line], axes=[xax, yax], title="Line Chart")
+
+    fig
+    ```
+
+### bqplot-gl imports
+
+In order to use WebGL-based marks, you will need to install bqplot-gl:
+
+```bash
+    pip install bqplot-gl
+```
+
+You will then need to update your imports:
+
+=== "0.12"
+    ```py hl_lines="1"
+    from bqplot import LinearScale, ScatterGL, Axis, Figure
+
+    import numpy as np
+    import pandas as pd
+
+    n_points = 150_000
+
+    np.random.seed(0)
+    y = np.cumsum(np.random.randn(n_points)) + 100.
+
+    sc_x = LinearScale()
+    sc_y = LinearScale()
+
+    scatter = ScatterGL(
+        x=np.arange(len(y)), y=y,
+        default_size=1,
+        scales={'x': sc_x, 'y': sc_y}
+    )
+    ax_x = Axis(scale=sc_x, label='Index')
+    ax_y = Axis(scale=sc_y, orientation='vertical', label='Points')
+
+    fig = Figure(marks=[scatter], axes=[ax_x, ax_y], title='Scatter powered by WebGL')
+    fig
+    ```
+
+=== "0.13"
+    ```py hl_lines="1 2"
+    from bqplot import LinearScale, Axis, Figure
+    from bqplot_gl import ScatterGL
+
+    import numpy as np
+    import pandas as pd
+
+    n_points = 150_000
+
+    np.random.seed(0)
+    y = np.cumsum(np.random.randn(n_points)) + 100.
+
+    sc_x = LinearScale()
+    sc_y = LinearScale()
+
+    scatter = ScatterGL(
+        x=np.arange(len(y)), y=y,
+        default_size=1,
+        scales={'x': sc_x, 'y': sc_y}
+    )
+    ax_x = Axis(scale=sc_x, label='Index')
+    ax_y = Axis(scale=sc_y, orientation='vertical', label='Points')
+
+    fig = Figure(marks=[scatter], axes=[ax_x, ax_y], title='Scatter powered by WebGL')
+    fig
+    ```
diff --git a/mkdocs.yml b/mkdocs.yml
@@ -92,4 +92,5 @@ nav:
       - Toolbar: api/toolbar.md
       - Interactions: api/interactions.md
       - MarketMap: api/market_map.md
-    - Contributing: contributing.md
+    - Migration Guide: migrate.md
+    - Contributing: contributing.md