# DEEPLAYER AI - Clustering des Messages des Touristes
## 📌 Description du projet
Ce projet vise à analyser et structurer les messages des touristes en utilisant des techniques de **clustering**. L'objectif est d'améliorer l'expérience des visiteurs en regroupant leurs questions et en proposant des réponses automatisées adaptées. Deux méthodes de clustering ont été utilisées : **KMeans** et **Agglomerative Clustering**.
## 📊 Objectifs
## Getting started
- Identifier les thématiques principales des messages.
- Comparer **KMeans** et **Agglomerative Clustering** pour voir quel algorithme classe mieux les messages.
To make it easy for you to get started with GitLab, here's a list of recommended next steps.
- Détecter les messages mal classifiés et analyser leur repositionnement.
- Fournir une meilleure structuration des réponses automatiques.
Already a pro? Just edit this README.md and make it your own. Want to make it easy? [Use the template at the bottom](#editing-this-readme)!
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## Add your files
-[ ] [Create](https://docs.gitlab.com/ee/user/project/repository/web_editor.html#create-a-file) or [upload](https://docs.gitlab.com/ee/user/project/repository/web_editor.html#upload-a-file) files
-[ ] [Add files using the command line](https://docs.gitlab.com/ee/gitlab-basics/add-file.html#add-a-file-using-the-command-line) or push an existing Git repository with the following command:
-[ ] [Set up project integrations](https://gitlab.imt-atlantique.fr/m22mafto/topic_modeling/-/settings/integrations)
## Collaborate with your team
-[ ] [Invite team members and collaborators](https://docs.gitlab.com/ee/user/project/members/)
-[ ] [Create a new merge request](https://docs.gitlab.com/ee/user/project/merge_requests/creating_merge_requests.html)
-[ ] [Automatically close issues from merge requests](https://docs.gitlab.com/ee/user/project/issues/managing_issues.html#closing-issues-automatically)
Use the built-in continuous integration in GitLab.
-[ ] [Get started with GitLab CI/CD](https://docs.gitlab.com/ee/ci/quick_start/)
-[ ] [Analyze your code for known vulnerabilities with Static Application Security Testing (SAST)](https://docs.gitlab.com/ee/user/application_security/sast/)
-[ ] [Deploy to Kubernetes, Amazon EC2, or Amazon ECS using Auto Deploy](https://docs.gitlab.com/ee/topics/autodevops/requirements.html)
-[ ] [Use pull-based deployments for improved Kubernetes management](https://docs.gitlab.com/ee/user/clusters/agent/)
-[ ] [Set up protected environments](https://docs.gitlab.com/ee/ci/environments/protected_environments.html)
***
# Editing this README
When you're ready to make this README your own, just edit this file and use the handy template below (or feel free to structure it however you want - this is just a starting point!). Thanks to [makeareadme.com](https://www.makeareadme.com/) for this template.
## Suggestions for a good README
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