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-# GAN & cGAN tutorial.
+# TD 2 : GAN & cGAN
+
+MSO 3.4 Apprentissage Automatique
+
+---
 
 We recommand to use the notebook (.ipynb) but the Python script (.py) is also provided if more convenient for you.
 
 # How to submit your Work ?
 
-This work must be done individually. The expected output is a repository named gan-cgan on https://gitlab.ec-lyon.fr. It must contain your notebook (or python files) and a README.md file that explains briefly the successive steps of the project. The last commit is due before 11:59 pm on Wednesday, March 29, 2023. Subsequent commits will not be considered.
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+This work must be done individually. The expected output is a repository named gan-cgan on https://gitlab.ec-lyon.fr. It must contain your notebook (or python files) and a README.md file that explains briefly the successive steps of the project. The last commit is due before 11:59 pm on Wednesday, March 29, 2023. Subsequent commits will not be considered.