iridia-ulb/ai-book

Ressources additionnelles du livre "l'intelligence artificielle en pratique avec python", (ed. Eyrolles, 2021)

L'IA en pratique avec python

Introduction

Ce dépot présente les exemples de programmes décrit dans le livre l'IA en pratique avec python. Ici sont présentées les différentes propositions d'implémentations des problèmes utilisant différentes techniques de l'IA implémentés en python.

Instructions générales

Rendez vous tout d'abord sur la page Instructions générales du site web accompagnant ce dépot (https://iridia-ulb.github.io/AI-book/), pour les instructions sur l'installation de python et des outils nécéssaires à l'execution de l'ensemble des projets. Ensuite chaque page de projet contient les instructions spécifiques à chaque projet.

Utilisation

Les différents projets situés dans les dossiers de ce dépot contiennent chacun un fichier d'installation et un guide (README.md) pour vous aider à les installer et à les utiliser.

ai-book's Issues

déploiement et utilisation

Bonjour,
Merci pour la qualité de cet ouvrage et pour la démarche de partage du code sur github.
Je voudrais réutiliser la logique de DecisionTrees dans un petit projet, mais je ne vois pas comment la déployer sous forme d'un modèle que l'on sollicitera à chaque nouvelle demande de crédit.
Est-ce que vous pourriez m'indiquer vers où me documenter pour cette dernière étape ?

8Puzzle not training

Bonjour,

Avec l'option -r j'arrive a generer des QTables, elles font rien de special, mais quand j'essaye de les entrainer rien ne se passe et l'appli plante.

Après debugage, je me suis rendu compte que le code ne sors pas de la boucle while not solvableGame: dans le fichier EightPuzzle_RL.py a la ligne 426

Je suis pas sur de ce que j'avance, je suis débutant et perdus, merci d'avance pour tout aide

Poetry install not working

Salut, un peut d'aide SVP, j'arrive pas a dépasser l'étape "poetry install", voila ce que j'ai comme réponse :

poetry install
Installing dependencies from lock file

Package operations: 1 install, 0 updates, 0 removals

  • Installing pygame (2.0.3)

  ChefBuildError

  Backend subprocess exited when trying to invoke get_requires_for_build_wheel



  WARNING, No "Setup" File Exists, Running "buildconfig/config.py"
  Using WINDOWS configuration...

  Making dir :prebuilt_downloads:
  Downloading... https://www.libsdl.org/release/SDL2-devel-2.0.16-VC.zip 13d952c333f3c2ebe9b7bc0075b4ad2f784e7584
  Unzipping :prebuilt_downloads\SDL2-devel-2.0.16-VC.zip:
  Downloading... https://www.libsdl.org/projects/SDL_image/release/SDL2_image-devel-2.0.5-VC.zip 137f86474691f4e12e76e07d58d5920c8d844d5b
  Unzipping :prebuilt_downloads\SDL2_image-devel-2.0.5-VC.zip:
  Downloading... https://www.libsdl.org/projects/SDL_ttf/release/SDL2_ttf-devel-2.0.15-VC.zip 1436df41ebc47ac36e02ec9bda5699e80ff9bd27
  Unzipping :prebuilt_downloads\SDL2_ttf-devel-2.0.15-VC.zip:
  Downloading... https://www.libsdl.org/projects/SDL_mixer/release/SDL2_mixer-devel-2.0.4-VC.zip 9097148f4529cf19f805ccd007618dec280f0ecc
  Unzipping :prebuilt_downloads\SDL2_mixer-devel-2.0.4-VC.zip:
  Downloading... https://www.pygame.org/ftp/jpegsr9d.zip ed10aa2b5a0fcfe74f8a6f7611aeb346b06a1f99
  Unzipping :prebuilt_downloads\jpegsr9d.zip:
  Downloading... https://pygame.org/ftp/prebuilt-x64-pygame-1.9.2-20150922.zip 3a5af3427b3aa13a0aaf5c4cb08daaed341613ed
  Unzipping :prebuilt_downloads\prebuilt-x64-pygame-1.9.2-20150922.zip:
  copying into .\prebuilt-x64
  Path for SDL: prebuilt-x64\SDL2-2.0.16
  ...Library directory for SDL: prebuilt-x64/SDL2-2.0.16/lib/x64
  ...Include directory for SDL: prebuilt-x64/SDL2-2.0.16/include
  Path for FONT: prebuilt-x64\SDL2_ttf-2.0.15
  ...Library directory for FONT: prebuilt-x64/SDL2_ttf-2.0.15/lib/x64
  ...Include directory for FONT: prebuilt-x64/SDL2_ttf-2.0.15/include
  Path for IMAGE: prebuilt-x64\SDL2_image-2.0.5
  ...Library directory for IMAGE: prebuilt-x64/SDL2_image-2.0.5/lib/x64
  ...Include directory for IMAGE: prebuilt-x64/SDL2_image-2.0.5/include
  Path for MIXER: prebuilt-x64\SDL2_mixer-2.0.4
  ...Library directory for MIXER: prebuilt-x64/SDL2_mixer-2.0.4/lib/x64
  ...Include directory for MIXER: prebuilt-x64/SDL2_mixer-2.0.4/include
  Path for PORTMIDI: prebuilt-x64
  ...Library directory for PORTMIDI: prebuilt-x64/lib
  ...Include directory for PORTMIDI: prebuilt-x64/include
  DLL for SDL2: prebuilt-x64/SDL2-2.0.16/lib/x64/SDL2.dll
  DLL for SDL2_ttf: prebuilt-x64/SDL2_ttf-2.0.15/lib/x64/SDL2_ttf.dll
  DLL for SDL2_image: prebuilt-x64/SDL2_image-2.0.5/lib/x64/SDL2_image.dll
  DLL for SDL2_mixer: prebuilt-x64/SDL2_mixer-2.0.4/lib/x64/SDL2_mixer.dll
  DLL for portmidi: prebuilt-x64/lib/portmidi.dll
  Path for FREETYPE not found.
  ...Found include dir but no library dir in prebuilt-x64.
  Path for PNG not found.
  ...Found include dir but no library dir in prebuilt-x64.
  Path for JPEG not found.
  ...Found include dir but no library dir in prebuilt-x64.
  DLL for freetype: prebuilt-x64/SDL2_ttf-2.0.15/lib/x64/libfreetype-6.dll

  ---
  For help with compilation see:
      https://www.pygame.org/wiki/CompileWindows
  To contribute to pygame development see:
      https://www.pygame.org/contribute.html
  ---

  Traceback (most recent call last):
    File "C:\Users\Mourad\AppData\Roaming\pypoetry\venv\Lib\site-packages\pyproject_hooks\_in_process\_in_process.py", line 353, in <module>
      main()
    File "C:\Users\Mourad\AppData\Roaming\pypoetry\venv\Lib\site-packages\pyproject_hooks\_in_process\_in_process.py", line 335, in main
      json_out['return_val'] = hook(**hook_input['kwargs'])
                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
    File "C:\Users\Mourad\AppData\Roaming\pypoetry\venv\Lib\site-packages\pyproject_hooks\_in_process\_in_process.py", line 118, in get_requires_for_build_wheel
      return hook(config_settings)
             ^^^^^^^^^^^^^^^^^^^^^
    File "C:\Users\Mourad\AppData\Local\Temp\tmpc538x9rv\.venv\Lib\site-packages\setuptools\build_meta.py", line 355, in get_requires_for_build_wheel
      return self._get_build_requires(config_settings, requirements=['wheel'])
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
    File "C:\Users\Mourad\AppData\Local\Temp\tmpc538x9rv\.venv\Lib\site-packages\setuptools\build_meta.py", line 325, in _get_build_requires
      self.run_setup()
    File "C:\Users\Mourad\AppData\Local\Temp\tmpc538x9rv\.venv\Lib\site-packages\setuptools\build_meta.py", line 507, in run_setup
      super(_BuildMetaLegacyBackend, self).run_setup(setup_script=setup_script)
    File "C:\Users\Mourad\AppData\Local\Temp\tmpc538x9rv\.venv\Lib\site-packages\setuptools\build_meta.py", line 341, in run_setup
      exec(code, locals())
    File "<string>", line 400, in <module>
    File "C:\Users\Mourad\AppData\Local\Temp\tmpe7l1m7im\pygame-2.0.3\buildconfig\config.py", line 241, in main
      deps = CFG.main(**kwds)
             ^^^^^^^^^^^^^^^^
    File "C:\Users\Mourad\AppData\Local\Temp\tmpe7l1m7im\pygame-2.0.3\buildconfig\config_win.py", line 574, in main
      return setup_prebuilt_sdl2(prebuilt_dir)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
    File "C:\Users\Mourad\AppData\Local\Temp\tmpe7l1m7im\pygame-2.0.3\buildconfig\config_win.py", line 499, in setup_prebuilt_sdl2
      DEPS.configure()
    File "C:\Users\Mourad\AppData\Local\Temp\tmpe7l1m7im\pygame-2.0.3\buildconfig\config_win.py", line 336, in configure
      from . import vstools
    File "C:\Users\Mourad\AppData\Local\Temp\tmpe7l1m7im\pygame-2.0.3\buildconfig\vstools.py", line 11, in <module>
      compiler.initialize()
    File "C:\Users\Mourad\AppData\Local\Temp\tmpc538x9rv\.venv\Lib\site-packages\setuptools\_distutils\msvc9compiler.py", line 403, in initialize
      vc_env = query_vcvarsall(VERSION, plat_spec)
               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
    File "C:\Users\Mourad\AppData\Local\Temp\tmpc538x9rv\.venv\Lib\site-packages\setuptools\_distutils\msvc9compiler.py", line 281, in query_vcvarsall
      raise DistutilsPlatformError("Unable to find vcvarsall.bat")
  distutils.errors.DistutilsPlatformError: Unable to find vcvarsall.bat


  at ~\AppData\Roaming\pypoetry\venv\Lib\site-packages\poetry\installation\chef.py:147 in _prepare
      143│
      144│                 error = ChefBuildError("\n\n".join(message_parts))
      145│
      146│             if error is not None:
    → 147│                 raise error from None
      148│
      149│             return path
      150│
      151│     def _prepare_sdist(self, archive: Path, destination: Path | None = None) -> Path:

Note: This error originates from the build backend, and is likely not a problem with poetry but with pygame (2.0.3) not supporting PEP 517 builds. You can verify this by running 'pip wheel --use-pep517 "pygame (==2.0.3)"'.