Merge pull request #82 from Sharing-Sam-Work/getting-started-1-only

New tutorial "Getting Started 1" introducing how to build a 1-Lipschitz network with DEEL-LIP

Author: cofri

README.md

@@ -68,7 +68,7 @@ supports tensorflow versions 2.x.
 
 | **Tutorial Name**           | Notebook                                                                                                                                                           |
 | :-------------------------- | :----------------------------------------------------------------------------------------------------------------------------------------------------------------: |
-| Getting Started             | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deel-ai/deel-lip/blob/master/docs/notebooks/demo0.ipynb)            |
+| Getting Started 1 - Creating a 1-Lipschitz neural network | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deel-ai/deel-lip/blob/master/docs/notebooks/Getting_started_1.ipynb)            |
 | Wasserstein distance estimation on toy example | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deel-ai/deel-lip/blob/master/docs/notebooks/demo1.ipynb) |
 | HKR Classifier on toy dataset | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deel-ai/deel-lip/blob/master/docs/notebooks/demo2.ipynb) |
 | HKR classifier on MNIST dataset | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deel-ai/deel-lip/blob/master/docs/notebooks/demo3.ipynb) |

docs/index.md

@@ -65,7 +65,7 @@ supports tensorflow versions 2.x.
 
 | **Tutorial Name**           | Notebook                                                                                                                                                           |
 | :-------------------------- | :----------------------------------------------------------------------------------------------------------------------------------------------------------------: |
-| Getting Started             | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deel-ai/deel-lip/blob/master/docs/notebooks/demo0.ipynb)            |
+| Getting started 1 - Creating a 1-Lipschitz neural network  | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deel-ai/deel-lip/blob/master/docs/notebooks/Getting_started_1.ipynb)            |
 | Wasserstein distance estimation on toy example | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deel-ai/deel-lip/blob/master/docs/notebooks/demo1.ipynb) |
 | HKR Classifier on toy dataset | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deel-ai/deel-lip/blob/master/docs/notebooks/demo2.ipynb) |
 | HKR classifier on MNIST dataset | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deel-ai/deel-lip/blob/master/docs/notebooks/demo3.ipynb) |