Update README.md

adieulev · adieulev · commit 6d5ca92f015c · 2022-01-13T14:14:01.000+01:00
fix readme
diff --git a/README.md b/README.md
@@ -35,7 +35,7 @@ When using the toolbox in a project, please refer to this note via this Bibtex e
 ## Demo [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/bgoujaud/PEPit/blob/master/ressources/demo/PEPit_demo.ipynb)
 
 
-This [notebook](https://github.com/bgoujaud/PEPit/blob/master/ressources/educational/PEPit_demo.ipynb) provides a demonstration of how to use PEPit to obtain a worst-case guarantee on a simple algorithm (gradient descent), and a more advanced analysis of three other examples.
+This [notebook](https://github.com/bgoujaud/PEPit/blob/master/ressources/demo/PEPit_demo.ipynb) provides a demonstration of how to use PEPit to obtain a worst-case guarantee on a simple algorithm (gradient descent), and a more advanced analysis of three other examples.
 
 
 

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`@@ -35,7 +35,7 @@ When using the toolbox in a project, please refer to this note via this Bibtex e`
`35`	`35`	`## Demo [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/bgoujaud/PEPit/blob/master/ressources/demo/PEPit_demo.ipynb)`
`36`	`36`
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`38`		`-This [notebook](https://github.com/bgoujaud/PEPit/blob/master/ressources/educational/PEPit_demo.ipynb) provides a demonstration of how to use PEPit to obtain a worst-case guarantee on a simple algorithm (gradient descent), and a more advanced analysis of three other examples.`
	`38`	`+This [notebook](https://github.com/bgoujaud/PEPit/blob/master/ressources/demo/PEPit_demo.ipynb) provides a demonstration of how to use PEPit to obtain a worst-case guarantee on a simple algorithm (gradient descent), and a more advanced analysis of three other examples.`
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