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 # TIPE
 Projet de TIPE en MP2I 2022-2023
 
-## Ressources
-- [Repos GitHub](https://github.com/stars/augustin64/lists/tipe)
-- [Travail de google](https://storage.googleapis.com/pub-tools-public-publication-data/pdf/45488.pdf)
-- [Projet Im2GPS](http://graphics.cs.cmu.edu/projects/im2gps/im2gps.pdf)
-- [Travail stanford](http://cs231n.stanford.edu/reports/2015/pdfs/CS231N_Final_Report_amanivp_jamesh93.pdf)
-- [Module Matrices](http://www.bios.unc.edu/distrib/bios235/sml/SML.pdf)
-
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+# Ressources
+
+## Simple Neural Network
+- [3Blue1Brown](https://www.3blue1brown.com/topics/neural-networks)
+
+- [Neptune.ai](https://neptune.ai/blog/backpropagation-algorithm-in-neural-networks-guide)
+
+- [Simeon Kostadinov: Understanding Backpropagation](https://towardsdatascience.com/understanding-backpropagation-algorithm-7bb3aa2f95fd)
+
+- [Tobias Hill: Gradient Descent](https://towardsdatascience.com/part-2-gradient-descent-and-backpropagation-bf90932c066a)
+
+## Convolutional Neural Network