{ "info": { "author": "Alban Thomas", "author_email": "alban.thomas@univ-rennes2.fr", "bugtrack_url": null, "classifiers": [ "Development Status :: 3 - Alpha", "Environment :: Console", "Environment :: Win32 (MS Windows)", "Environment :: X11 Applications", "Framework :: Sphinx", "Intended Audience :: Education", "Intended Audience :: End Users/Desktop", "Intended Audience :: Science/Research", "License :: OSI Approved :: GNU Lesser General Public License v3 (LGPLv3)", "Natural Language :: French", "Programming Language :: Python", "Programming Language :: Python :: 2", "Programming Language :: Python :: 2.7", "Programming Language :: Python :: 3", "Programming Language :: Python :: 3.5", "Programming Language :: Python :: 3.6", "Programming Language :: Python :: 3.7", "Topic :: Education", "Topic :: Scientific/Engineering :: Artificial Intelligence", "Topic :: Scientific/Engineering :: Atmospheric Science" ], "description": "# Mapping Learning #\n![logo_100.png](https://bitbucket.org/repo/5Rn74B/images/2433912438-logo_100.png)\n\n\nMapping Learning se veut un outil pour assister l'utilisateur dans une tache de\ncartographie automatisee (d'images issues de teledetection, notamment). Il \ndonne acces a un grand nombre d'algorithmes issus du domaine du *Machine \nLearning*, ainsi que des moyens pour les appliquer a des jeux de donnees de \ndifferentes natures (tableau, image, donnees vectorielles).\n\n\n## Fonctionnalites ##\n\n* Nombreux algorithmes de classification supervisee et non supervisee, et de regression\n* Emploi de methode robuste (k-fold) et possibilite d'optimiser les algorithmes\n* Plusieurs pretraitements : reductions de dimensions...\n* Lecture/Ecriture d'une grande variete de formats de fichiers, geographiques ou non\n* Rendu du resultat sous la forme d'un rapport standardise\n* Accompagnement de l'utilisateur avec des conseils statistiques ou empiriques\n\n## Developpement ##\n\nMapping Learning est developpe en Python et fait appel a des librairies Open Source dont scikit-learn et mlpy pour les algorithmes de Machine Learning, osgeo (Gdal/Ogr) pour la manipulation des donnees geographiques.\n\nMapping Learning est un logiciel libre, sous licence 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