From 35d91a65b2c713b21bc8e5b187a35e62641ee612 Mon Sep 17 00:00:00 2001 From: 8304325c6c80c4a3e512ad9acf6efc06 <8304325c6c80c4a3e512ad9acf6efc06@app-learninglab.inria.fr> Date: Sun, 11 May 2025 10:24:51 +0000 Subject: [PATCH] Add new file --- EXERCICE 3 | 32 ++++++++++++++++++++++++++++++++ 1 file changed, 32 insertions(+) create mode 100644 EXERCICE 3 diff --git a/EXERCICE 3 b/EXERCICE 3 new file mode 100644 index 0000000..66aa530 --- /dev/null +++ b/EXERCICE 3 @@ -0,0 +1,32 @@ +git clone https://github.com/MariniLuca/contrastive-losses-replication.git +cd contrastive-losses-replication:contentReference[oaicite:23]{index=23} +python -m venv env +source env/bin/activate # Sur Windows : env\Scripts\activate +pip install -r requirements.txt +# Rapport de Réplication : [Re] Intriguing Properties of Contrastive Losses + +## Informations Générales + +- **Langage** : Python +- **Version de Python** : 3.11.2 +- **Système d'exploitation** : Windows 10 +- **Bibliothèques principales** : + - numpy 1.26.2 + - pandas 2.1.3 + - matplotlib 3.8.0 + - scikit-learn 1.3.0 + - torch 2.1.0:contentReference[oaicite:45]{index=45} + +## Résultats Obtenus + +- **Fonction de perte contrastive** : :contentReference[oaicite:47]{index=47} +- **Courbes d'entraînement** : :contentReference[oaicite:50]{index=50} +- **Performances du modèle** : :contentReference[oaicite:53]{index=53}:contentReference[oaicite:55]{index=55} + +## Difficultés Rencontrées + +- :contentReference[oaicite:57]{index=57}:contentReference[oaicite:59]{index=59} + +## Conclusion + +:contentReference[oaicite:61]{index=61}:contentReference[oaicite:63]{index=63} -- 2.18.1