update tutorial, correct typose

app.py

@@ -3,7 +3,7 @@ import argparse
 from interactivity import run_interactive_pipeline
 
 if __name__ == "__main__":
-    BACKEND_OPTIONS = ["gradio", "qt"]
+    BACKEND_OPTIONS = ["gradio", "qt", "mpl"]
     parser = argparse.ArgumentParser()
     parser.add_argument("-b", "--backend", type=str,
                         choices=BACKEND_OPTIONS, default=BACKEND_OPTIONS[0])

tutorial.md

@@ -1,3 +1,13 @@
+
+# ⏯ [`interactive_pipe` website](https://balthazarneveu.github.io/interactive_pipe/)
+
+![](https://balthazarneveu.github.io/interactive_pipe/static/interact-pipe-logo-horizontal-rgb.svg)
+
+
+# Full tutorial
+
+**Note** : The same tutorial is also available on [Google Colab](https://colab.research.google.com/github/livalgo/interactive-pipe-examples/blob/main/interactive_pipe_tutorial.ipynb) to learn about the Jupyter notebook backend.
+
 # Advice
 
 
@@ -56,12 +66,17 @@ def gen_color(
 - ➖ The decorated function can't be re-used somewhere else
 
 ## Pipeline visualization
+
 Internally, `interactive_pipe` builds an execution graph of the pipeline. 
 | pipeline's execution graph |
 | :--:| 
 | ![Pipeline](https://huggingface.co/spaces/balthou/interactive-pipe-tutorial/resolve/main/pipeline.png) |
 
+
 ## Backend choice
+
+
+
 |Backend | 🚀  `Qt` | 🐢 `Gradio` |
 |:---|:---|:---|
 | Responsiveness | ➕ Very fast | ➖ Slower  |
@@ -73,4 +88,9 @@ Internally, `interactive_pipe` builds an execution graph of the pipeline.
 
 | 🚀  `Qt` | 🐢 `Gradio` |
 |:---:|:---:|
-| ![QT](https://huggingface.co/spaces/balthou/interactive-pipe-tutorial/resolve/main/pyqt.gif) | ![Gradio](https://huggingface.co/spaces/balthou/interactive-pipe-tutorial/resolve/main/gradio.gif) |
+| ![QT](https://huggingface.co/spaces/balthou/interactive-pipe-tutorial/resolve/main/pyqt.gif) | ![Gradio](https://huggingface.co/spaces/balthou/interactive-pipe-tutorial/resolve/main/gradio.gif) |
+
+
+### Matplotlib backend
+
+Please note that there's also a matplotlib `gui="mpl"` backend in case of environments where you really don't have access to Qt or Jupyter notebooks.