{"id":16391524,"url":"https://github.com/rclement/conception-architectures-ia-exercices","last_synced_at":"2025-05-07T04:25:47.761Z","repository":{"id":174739183,"uuid":"652679227","full_name":"rclement/conception-architectures-ia-exercices","owner":"rclement","description":"Exercices du module \"Conception des Architectures IA\"","archived":false,"fork":false,"pushed_at":"2023-07-03T07:26:53.000Z","size":49,"stargazers_count":0,"open_issues_count":0,"forks_count":8,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-04-19T18:31:19.171Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/rclement.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2023-06-12T15:10:58.000Z","updated_at":"2023-06-12T15:38:15.000Z","dependencies_parsed_at":null,"dependency_job_id":"1dec8ff0-d138-4aef-8ede-e13bbf0ce25b","html_url":"https://github.com/rclement/conception-architectures-ia-exercices","commit_stats":null,"previous_names":["rclement/conception-architectures-ia-exercices"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rclement%2Fconception-architectures-ia-exercices","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rclement%2Fconception-architectures-ia-exercices/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rclement%2Fconception-architectures-ia-exercices/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rclement%2Fconception-architectures-ia-exercices/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/rclement","download_url":"https://codeload.github.com/rclement/conception-architectures-ia-exercices/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252812033,"owners_count":21808066,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-10-11T04:46:31.469Z","updated_at":"2025-05-07T04:25:47.753Z","avatar_url":"https://github.com/rclement.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Conception des Architectures IA - Exercices\n\nCe dépôt Git contient les exercices techniques du module \"Conception des Architectures IA\" :\n\n1. [Extraction de données](01_extraction/README.md)\n2. [Pré-traitement de données](02_preprocessing/README.md)\n3. [Machine Learning](03_machine_learning/README.md)\n4. [CPU vs GPU](04_cpu_gpu/README.md)\n\n## Mise en place\n\nPour réaliser les exercices, vous pouvez utiliser un environnement local ou bien passer par GitHub Codespaces directement.\n\n### (recommandé) GitHub Codespaces\n\n**Si vous n'avez pas l'habitude de gérer des environnements virtuels Python sur votre machine**, il est conseillé d'utiliser le service [GitHub Codespaces](https://docs.github.com/fr/codespaces). Ce service permet de démarrer un environnement dans un conteneur Docker prêt à l'emploi à partir d'un dépôt GitHub.\n\n\u003e **Note**\n\u003e\n\u003e Chaque utilisateur de GitHub bénéficie **gratuitement** de [120 \"coeur-heures\" et 15 Go de stockage par mois](https://docs.github.com/en/billing/managing-billing-for-github-codespaces/about-billing-for-github-codespaces#monthly-included-storage-and-core-hours-for-personal-accounts).\n\u003e Ce quota est plus que nécessaire pour réaliser ces exercices dans son intégralité !\n\nPour démarrer un Codespace avec le [dépôt GitHub](https://github.com/rclement/conception-architectures-ia-exercices), cliquez sur ce bouton :\n\n[![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](https://codespaces.new/rclement/conception-architectures-ia-exercices?quickstart=1)\n\n\u003e **Warning**\n\u003e\n\u003e Après avoir terminé les exercices, n'oubliez pas [d'éteindre votre Codespace](https://docs.github.com/fr/codespaces/developing-in-codespaces/stopping-and-starting-a-codespace) pour ne pas consommer votre crédit d'utilisation :\n\u003e - Cliquer sur le bouton en bas à gauche \"Codespace\" puis \"Stop the current Codespace\"\n\u003e - Se rendre sur la [page des Codespaces](https://github.com/codespaces), cliquer sur le menu contextuel du Codespace puis \"Arrêter le Codespace\"\n\u003e\n\u003e Vous pouvez ensuite supprimer définitivement votre Codespace si vous le souhaitez (vous perdrez les données générées sur la machine virtuelle).\n\n### En local\n\n**Si vous êtes familier avec la gestion d'environnements virtuels Python sur votre machine** (en utilisant `venv` + `pip`, `pipenv`, `poetry`, ou `pipx`) :\n\n1. Cloner le dépôt Git de l'atelier :\n```bash\ngit clone https://github.com/rclement/conception-architectures-ia-exercices.git\ncd conception-architectures-ia-exercices\n```\n\n2. Créer un environnement virtuel et installer les dépendances (par exemple, en utilisant `venv` et `pip`) :\n\nSous Linux ou macOS :\n```bash\npython3 -m venv venv\nsource venv/bin/activate\npip install -r requirements.txt\n```\n\nSous Windows :\n```bash\npython -m venv venv\n.\\venv\\Scripts\\activate\npip install -r requirements.txt\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frclement%2Fconception-architectures-ia-exercices","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frclement%2Fconception-architectures-ia-exercices","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frclement%2Fconception-architectures-ia-exercices/lists"}