Main

Education

Main.Education History

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-->[[http://www-sop.inria.fr/members/Alexis.Joly/Seance2-2020-2021.zip |séance 2]]
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-->[[http://www-sop.inria.fr/members/Alexis.Joly/Seance2-2020-2021.zip |séance 2]] - [[http://www-sop.inria.fr/members/Alexis.Joly/TD2-solution.py | correction TD 2]]
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%comment%- [[http://www-sop.inria.fr/members/Alexis.Joly/TD2_corrige.py | correction TD 2]]
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-->[[http://www-sop.inria.fr/members/Alexis.Joly/Seance1.zip |séance 1]]
-->[[http://www-sop.inria.fr/members/Alexis.Joly/Seance2.zip |séance 2]]
-->[[http://www-sop.inria.fr/members/Alexis.Joly/Seance3.zip |séance 3]]
to:
-->[[http://www-sop.inria.fr/members/Alexis.Joly/Seance1-2020-2021.zip |séance 1]]
-->[[http://www-sop.inria.fr/members/Alexis.Joly/Seance2-2020-2021.zip |séance 2]]
-->[[http://www-sop.inria.fr/members/Alexis.Joly/Seance3-2020-2021.zip |séance 3]]
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* AgroParisTech 2020 / 2021 : '''Deep learning'''
-->[[http://www-sop.inria.fr/members/Alexis.Joly/Seance1.zip |séance 1]]
-->[[http://www-sop.inria.fr/members/Alexis.Joly/Seance2.zip |séance 2]]
-->[[http://www-sop.inria.fr/members/Alexis.Joly/Seance3.zip |séance 3]]
%comment%- [[http://www-sop.inria.fr/members/Alexis.Joly/TD2_corrige.py | correction TD 2]]
%comment% - [[http://www-sop.inria.fr/members/Alexis.Joly/TD3_corrige.py | correction TD 3]]

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-->[[http://www-sop.inria.fr/members/Alexis.Joly/Seance3.zip |séance 3]]
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-->[[http://www-sop.inria.fr/members/Alexis.Joly/Seance3.zip |séance 3]]
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* AgroParis 2019 : '''Deep learning'''
to:
* AgroParisTech 2019 / 2020 : '''Deep learning'''
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-->[[http://www-sop.inria.fr/members/Alexis.Joly/Seance2.zip |séance 2]] - [[http://www-sop.inria.fr/members/Alexis.Joly/TD2_corrige.py | correction TD 2]]
-->[[http://www-sop.inria.fr/members/Alexis.Joly/Seance3.zip |séance 3]] - [[http://www-sop.inria.fr/members/Alexis.Joly/TD3_corrige.py | correction TD 3]]
to:
-->[[http://www-sop.inria.fr/members/Alexis.Joly/Seance2.zip |séance 2]]
%comment%- [[http://www-sop.inria.fr/members/Alexis.Joly/TD2_corrige.py | correction TD 2]]
-->[[http://www-sop.inria.fr/members/Alexis.Joly/Seance3.zip |séance 3]]
%comment%
- [[http://www-sop.inria.fr/members/Alexis.Joly/TD3_corrige.py | correction TD 3]]
October 09, 2020, at 05:23 PM by 128.93.177.193 -
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-->[[http://www-sop.inria.fr/members/Alexis.Joly/exercices.pdf|Exercices]]
October 08, 2020, at 11:00 PM by 128.93.180.12 -
October 08, 2020, at 07:17 PM by 128.93.180.220 -
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-->[[http://www-sop.inria.fr/members/Alexis.Joly/TD-MIASHS-Personal-Data-Part1-Regression.pdf |TD - Personal Data - Part1:Regression]]
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-->[[http://www-sop.inria.fr/members/Alexis.Joly/TD-MIASHS-Personal-Data-Part1-Regression.pdf |TD - Personal Data - Part1: Regression]]
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-->[[http://www-sop.inria.fr/members/Alexis.Joly/TD-MIASHS-Personal-Data-Part2-Classification.pdf |TD - Personal Data - Part1:Regression]]
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-->[[http://www-sop.inria.fr/members/Alexis.Joly/TD-MIASHS-Personal-Data-Part2-Classification.pdf |TD - Personal Data - Part2: Classification]]
October 08, 2020, at 07:17 PM by 128.93.180.220 -
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-->[[http://www-sop.inria.fr/members/Alexis.Joly/07_svm_slides.pdf | SVM ]]
-->[[http://www-sop.inria.fr/members/Alexis.Joly/TD-MIASHS-Personal-Data-Part2-Classification.pdf |TD - Personal Data - Part1:Regression]]
October 08, 2020, at 11:43 AM by 128.93.177.227 -
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-->[[http://www-sop.inria.fr/members/Alexis.Joly/04_arbres_slides.pdf | Arbres ]]
-->[[http://www-sop.inria.fr/members/Alexis.Joly/05_ForetsAleatoires_slides.pdf | Random Forest ]]
-->[[http://www-sop.inria.fr/members/Alexis.Joly/06_boosting.pdf | Boosting ]]
October 07, 2020, at 11:06 PM by 128.93.179.203 -
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->[[http://www-sop.inria.fr/members/Alexis.Joly/TD-MIASHS-Personal-Data-Part1-Regression.pdf |TD - Personal Data - Part1:Regression]]
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-->[[http://www-sop.inria.fr/members/Alexis.Joly/TD-MIASHS-Personal-Data-Part1-Regression.pdf |TD - Personal Data - Part1:Regression]]
October 07, 2020, at 11:06 PM by 128.93.179.203 -
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->[[http://www-sop.inria.fr/members/Alexis.Joly/TD-MIASHS-Personal-Data-Part1-Regression.pdf |TD - Personal Data - Part1:Regression]]

October 07, 2020, at 10:14 AM by 128.93.180.109 -
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* MASTER MIASH 2020 - Université de Montpellier Paul Valéry: '''Apprentissage et sélection de variable'''
-->[[http://www-sop.inria.fr/members/Alexis.Joly/01_IntroML_slides.pdf |Intro ML et modèles linéaires]]
-->[[http://www-sop.inria.fr/members/Alexis.Joly/02_CrossValidation_slides.pdf |Cross Validation]]
-->[[http://www-sop.inria.fr/members/Alexis.Joly/03_Linear_Lasso.pdf |Selection de variables, Ridge et Lasso]]

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* Polytech 2020 : '''Représentation des collections d'images numériques'''
-->[[http://www-sop.inria.fr/members/Alexis.Joly/Cours+TD-2020.zip|Cours et TD]]

March 09, 2020, at 11:39 AM by 128.93.176.91 -
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-->[[http://www-sop.inria.fr/members/Alexis.Joly/Seance3.zip |séance 3]]
%comment%-->[[http://www-sop.inria.fr/members/Alexis.Joly/TD3_corrige.py | correction TD 3]]
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-->[[http://www-sop.inria.fr/members/Alexis.Joly/Seance3.zip |séance 3]] - [[http://www-sop.inria.fr/members/Alexis.Joly/TD3_corrige.py | correction TD 3]]
January 31, 2020, at 08:47 AM by 193.54.111.149 -
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-->[[http://www-sop.inria.fr/members/Alexis.Joly/Seance2.zip |séance 2]]-[[http://www-sop.inria.fr/members/Alexis.Joly/TD2_corrige.py | correction TD 2]]
to:
-->[[http://www-sop.inria.fr/members/Alexis.Joly/Seance2.zip |séance 2]] - [[http://www-sop.inria.fr/members/Alexis.Joly/TD2_corrige.py | correction TD 2]]
January 31, 2020, at 08:47 AM by 193.54.111.149 -
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-->[[http://www-sop.inria.fr/members/Alexis.Joly/Seance2.zip |séance 2]]
-->[[http://www-sop.inria.fr/members/Alexis.Joly/TD2_corrige.py | correction TD 2]]
to:
-->[[http://www-sop.inria.fr/members/Alexis.Joly/Seance2.zip |séance 2]]-[[http://www-sop.inria.fr/members/Alexis.Joly/TD2_corrige.py | correction TD 2]]
January 31, 2020, at 08:47 AM by 193.54.111.149 -
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[[http://www-sop.inria.fr/members/Alexis.Joly/TD2_corrige.py | correction TD 2]]
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-->[[http://www-sop.inria.fr/members/Alexis.Joly/TD2_corrige.py | correction TD 2]]
January 31, 2020, at 08:46 AM by 193.54.111.149 -
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[[http://www-sop.inria.fr/members/Alexis.Joly/TD2_corrige.py | correction TD 2]]
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%comment%-->[[http://www-sop.inria.fr/members/Alexis.Joly/TD2_corrige.py | correction TD 2]]
January 29, 2020, at 09:56 PM by 128.93.176.30 -
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-->[[http://www-sop.inria.fr/members/Alexis.Joly/Seance3.zip |séance 3]]
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-->[[http://www-sop.inria.fr/members/Alexis.Joly/Seance3.zip |séance 3]]
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%comment%-->[[http://www-sop.inria.fr/members/Alexis.Joly/TD3_corrige.py | correction TD 3]]
January 29, 2020, at 09:56 PM by 128.93.176.30 -
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-->[[http://www-sop.inria.fr/members/Alexis.Joly/TD2_corrige.py | Correction TD 2]]
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%comment%-->[[http://www-sop.inria.fr/members/Alexis.Joly/TD2_corrige.py | correction TD 2]]
January 29, 2020, at 09:56 PM by 128.93.176.30 -
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-->[[http://www-sop.inria.fr/members/Alexis.Joly/TD2_corrige.py | Correction TD 2]]
January 29, 2020, at 08:42 PM by 128.93.176.30 -
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-->[[http://www-sop.inria.fr/members/Alexis.Joly/Seance3.zip |séance 3]]
January 29, 2020, at 08:36 PM by 88.122.65.174 -
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-->[[http://www-sop.inria.fr/members/Alexis.Joly/Seance2.zip |séance 2]]
January 23, 2020, at 03:40 PM by 128.93.176.42 -
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* AgroParis 2019 : '''Deep learning'''
-->[[http://www-sop.inria.fr/members/Alexis.Joly/Seance1.zip |séance 1]]

December 03, 2019, at 07:55 PM by 128.93.176.113 -
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%comment%-->[[http://www-sop.inria.fr/members/Alexis.Joly/TD_MIASHS_Personal_Data.pdf |TD classification (personal data)]]
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-->[[http://www-sop.inria.fr/members/Alexis.Joly/TD_MIASHS_Personal_Data_2.pdf |TD classification (personal data)]]
December 03, 2019, at 04:31 PM by 128.93.176.111 -
December 03, 2019, at 04:26 PM by 128.93.176.111 -
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-->[[http://www-sop.inria.fr/members/Alexis.Joly/TD_MIASHS_Personal_Data.pdf |TD Modèles linéaires]]
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-->[[http://www-sop.inria.fr/members/Alexis.Joly/TD_MIASHS_Personal_Data.pdf |TD regression linéaire (personal data)]]
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-->[[http://www-sop.inria.fr/members/Alexis.Joly/04_CM_boosting.pdf | Cours Boosting]]
-->[[http://www-sop.inria.fr/members/Alexis.Joly/03_SVM.pdf |Cours SVM]]
-->[[http://www-sop.inria.fr/members/Alexis.Joly/05_CrossValidation.pdf |Cours Cross-validation]]
%comment%-->[[http://www-sop.inria.fr/members/Alexis.Joly/TD_MIASHS_Personal_Data.pdf |TD classification (personal data)]]
December 02, 2019, at 09:38 PM by 128.93.176.113 -
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-->[[http://www-sop.inria.fr/members/Alexis.Joly/TD_MIASHS_Personal_Data.pdf |TD Modèles linéaires]]
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December 02, 2019, at 06:49 PM by 128.93.176.107 -
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-->[[http://www-sop.inria.fr/members/Alexis.Joly/02_Trees_Bagging_RF.pdf |TP Modèles linéaires]]
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-->[[http://www-sop.inria.fr/members/Alexis.Joly/02_Trees_Bagging_RF.pdf |Cours Arbres et Random Forest]]
December 02, 2019, at 06:48 PM by 128.93.176.107 -
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-->[[https://drive.google.com/file/d/1_0jsPE8ak0iylCjNwJY8ge0K7LGxmeSk/view?usp=sharing |Cours Modèles linéaires]]
-->[[https://drive.google.com/file/d/17GessCpcIvQXCptyqSM3blcPkjGs88PB/view?usp=sharing |TP Modèles linéaires]]
-->[[https://drive.google.com/file/d/1CHhdE_a-iheuAdTQBaINmJ6U7ItWoT-t/view?usp=sharing |Cours Arbres de décision et Random Forest]]
-->[[https://drive.google.com/file/d/1_iPnEJYDPTbrE7PvuPSW4fOJmbffL6Bv/view?usp=sharing |Cours Boosting]]
-->[[https://drive.google.com/file/d/18w7pH5vANDgNSeMmHL6p9O-fyntFejuC/view?usp=sharing |Cours SVM]]
%comment%--> [[ https://drive.google.com/file/d/1H4o8m6gfuENlXZDd7k80EfLzNXFTaDmB/view?usp=sharing |TP Modèles linéaires corrigé]]
%comment%-->[[ https://drive.google.com/file/d/1OFUqrn65AYSj1BXc33K6EV13zVnlVZUV/view?usp=sharing |TP SVM]]
%comment%--> [[ https://drive.google.com/file/d/1UUqnBCesYDGU5p8oW-AyuARB_7X5wEw3/view?usp=sharing |TP SVM corrigé
]]
to:
-->[[http://www-sop.inria.fr/members/Alexis.Joly/01_Linear_Lasso.pdf |Cours Modèles linéaires]]
-->[[http://www-sop.inria.fr/members/Alexis.Joly/02_Trees_Bagging_RF.pdf |TP Modèles linéaires]]
November 25, 2019, at 11:27 AM by 193.49.108.63 -
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* MASTER MIASH 2018 - Université de Montpellier Paul Valéry: '''Apprentissage et sélection de variable'''
to:
* MASTER MIASH 2019 - Université de Montpellier Paul Valéry: '''Apprentissage et sélection de variable'''
November 25, 2019, at 11:27 AM by 193.49.108.63 -
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%comment%--> [[ https://drive.google.com/file/d/1H4o8m6gfuENlXZDd7k80EfLzNXFTaDmB/view?usp=sharing |TP Modèles linéaires corrigé]]
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%comment%--> [[ https://drive.google.com/file/d/1H4o8m6gfuENlXZDd7k80EfLzNXFTaDmB/view?usp=sharing |TP Modèles linéaires corrigé]]
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%comment%--> [[ https://drive.google.com/file/d/1H4o8m6gfuENlXZDd7k80EfLzNXFTaDmB/view?usp=sharing |TP Modèles linéaires corrigé]]
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%comment%--> [[ https://drive.google.com/file/d/1H4o8m6gfuENlXZDd7k80EfLzNXFTaDmB/view?usp=sharing |TP Modèles linéaires corrigé]]
November 25, 2019, at 11:27 AM by 193.49.108.63 -
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%comment%-->[[https://drive.google.com/file/d/1_0jsPE8ak0iylCjNwJY8ge0K7LGxmeSk/view?usp=sharing |Cours Modèles linéaires]]
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-->[[https://drive.google.com/file/d/1_0jsPE8ak0iylCjNwJY8ge0K7LGxmeSk/view?usp=sharing |Cours Modèles linéaires]]
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--> [[ https://drive.google.com/file/d/1H4o8m6gfuENlXZDd7k80EfLzNXFTaDmB/view?usp=sharing |TP Modèles linéaires corrigé]]
to:
%comment%--> [[ https://drive.google.com/file/d/1H4o8m6gfuENlXZDd7k80EfLzNXFTaDmB/view?usp=sharing |TP Modèles linéaires corrigé]]
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-->[[ https://drive.google.com/file/d/1OFUqrn65AYSj1BXc33K6EV13zVnlVZUV/view?usp=sharing |TP SVM]]
--> [[ https://drive.google.com/file/d/1UUqnBCesYDGU5p8oW-AyuARB_7X5wEw3/view?usp=sharing |TP SVM corrigé]]

to:
%comment%-->[[ https://drive.google.com/file/d/1OFUqrn65AYSj1BXc33K6EV13zVnlVZUV/view?usp=sharing |TP SVM]]
%comment%--> [[ https://drive.google.com/file/d/1UUqnBCesYDGU5p8oW-AyuARB_7X5wEw3/view?usp=sharing |TP SVM corrigé]]

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--> [[ https://drive.google.com/file/d/1H4o8m6gfuENlXZDd7k80EfLzNXFTaDmB/view?usp=sharing |TP Modèles linéaires corrigé]]
to:
%comment%--> [[ https://drive.google.com/file/d/1H4o8m6gfuENlXZDd7k80EfLzNXFTaDmB/view?usp=sharing |TP Modèles linéaires corrigé]]
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--> [[ https://drive.google.com/file/d/1UUqnBCesYDGU5p8oW-AyuARB_7X5wEw3/view?usp=sharing |TP SVM corrigé]]
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%comment%--> [[ https://drive.google.com/file/d/1UUqnBCesYDGU5p8oW-AyuARB_7X5wEw3/view?usp=sharing |TP SVM corrigé]]
November 25, 2019, at 11:26 AM by 193.49.108.63 -
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//-->[[https://drive.google.com/file/d/1_0jsPE8ak0iylCjNwJY8ge0K7LGxmeSk/view?usp=sharing |Cours Modèles linéaires]]
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%comment%-->[[https://drive.google.com/file/d/1_0jsPE8ak0iylCjNwJY8ge0K7LGxmeSk/view?usp=sharing |Cours Modèles linéaires]]
November 25, 2019, at 11:25 AM by 193.49.108.63 -
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%-->[[https://drive.google.com/file/d/1_0jsPE8ak0iylCjNwJY8ge0K7LGxmeSk/view?usp=sharing |Cours Modèles linéaires]]
#-->[[https://drive.google.com/file/d/17GessCpcIvQXCptyqSM3blcPkjGs88PB/view?usp=sharing |TP Modèles linéaires]]
to:
//-->[[https://drive.google.com/file/d/1_0jsPE8ak0iylCjNwJY8ge0K7LGxmeSk/view?usp=sharing |Cours Modèles linéaires]]
-->[[https://drive.google.com/file/d/17GessCpcIvQXCptyqSM3blcPkjGs88PB/view?usp=sharing |TP Modèles linéaires]]
November 25, 2019, at 11:24 AM by 193.49.108.63 -
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* MASTER MIASH 2018 - Université de Montpellier Paul Valéry: '''Apprentissage et sélection de variable'''
%-->[[https://drive.google.com/file/d/1_0jsPE8ak0iylCjNwJY8ge0K7LGxmeSk/view?usp=sharing |Cours Modèles linéaires]]
#-->[[https://drive.google.com/file/d/17GessCpcIvQXCptyqSM3blcPkjGs88PB/view?usp=sharing |TP Modèles linéaires]]
--> [[ https://drive.google.com/file/d/1H4o8m6gfuENlXZDd7k80EfLzNXFTaDmB/view?usp=sharing |TP Modèles linéaires corrigé]]
-->[[https://drive.google.com/file/d/1CHhdE_a-iheuAdTQBaINmJ6U7ItWoT-t/view?usp=sharing |Cours Arbres de décision et Random Forest]]
-->[[https://drive.google.com/file/d/1_iPnEJYDPTbrE7PvuPSW4fOJmbffL6Bv/view?usp=sharing |Cours Boosting]]
-->[[https://drive.google.com/file/d/18w7pH5vANDgNSeMmHL6p9O-fyntFejuC/view?usp=sharing |Cours SVM]]
-->[[ https://drive.google.com/file/d/1OFUqrn65AYSj1BXc33K6EV13zVnlVZUV/view?usp=sharing |TP SVM]]
--> [[ https://drive.google.com/file/d/1UUqnBCesYDGU5p8oW-AyuARB_7X5wEw3/view?usp=sharing |TP SVM corrigé]]

September 26, 2019, at 04:22 PM by 128.93.176.100 -
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-->[[http://www-sop.inria.fr/members/Alexis.Joly/wiki/ImageRepresentation.zip|Cours et TD]]
to:
-->[[http://www-sop.inria.fr/members/Alexis.Joly/ImageRepresentation.zip|Cours et TD]]
September 26, 2019, at 04:21 PM by 128.93.176.100 -
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* Polytech 2019 : '''Représentation des collections d'images numériques'''
-->[[http://www-sop.inria.fr/members/Alexis.Joly/wiki/ImageRepresentation.zip|Cours et TD]]

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**16/11/2014
December 03, 2018, at 04:21 PM by 193.52.142.132 -
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--> [[ https://drive.google.com/file/d/1H4o8m6gfuENlXZDd7k80EfLzNXFTaDmB/view?usp=sharing |TP Modèles linéaires corrigé]]
December 03, 2018, at 04:20 PM by 193.52.142.132 -
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-->[[https://drive.google.com/file/d/1_iPnEJYDPTbrE7PvuPSW4fOJmbffL6Bv/view?usp=sharing |Boosting]]
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-->[[https://drive.google.com/file/d/1_iPnEJYDPTbrE7PvuPSW4fOJmbffL6Bv/view?usp=sharing |Cours Boosting]]
December 03, 2018, at 04:19 PM by 193.52.142.132 -
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-->[[ |Cours SVM]]
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-->[[https://drive.google.com/file/d/18w7pH5vANDgNSeMmHL6p9O-fyntFejuC/view?usp=sharing |Cours SVM]]
December 03, 2018, at 04:17 PM by 193.52.142.132 -
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--> [[ https://drive.google.com/file/d/1UUqnBCesYDGU5p8oW-AyuARB_7X5wEw3/view?usp=sharing |TP SVM corrigé]]
December 03, 2018, at 12:18 PM by 193.49.108.68 -
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-->[[ |SVM]]
-->[[ |TP overall]]
to:
-->[[ |Cours SVM]]
-->[[ https://drive.google.com/file/d/1OFUqrn65AYSj1BXc33K6EV13zVnlVZUV/view?usp=sharing |TP SVM]]
December 03, 2018, at 12:16 PM by 193.49.108.68 -
December 02, 2018, at 11:29 PM by 88.176.203.47 -
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-->[[ |Boosting]]
to:
-->[[https://drive.google.com/file/d/1_iPnEJYDPTbrE7PvuPSW4fOJmbffL6Bv/view?usp=sharing |Boosting]]
December 02, 2018, at 11:27 PM by 88.176.203.47 -
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-->[[ |Cours Arbres de décision et Random Forest]]
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-->[[https://drive.google.com/file/d/1CHhdE_a-iheuAdTQBaINmJ6U7ItWoT-t/view?usp=sharing |Cours Arbres de décision et Random Forest]]
December 02, 2018, at 11:26 PM by 88.176.203.47 -
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-->[[ |Cours Arbres de décision et Random Forest]]
-->[[ |Boosting]]
-->[[ |SVM]]
-->[[ |TP overall]]

November 16, 2018, at 11:45 AM by 37.165.221.131 -
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-->[[https://drive.google.com/file/d/1sFJdH91N5hPg8Sy9hEr4n3KZLXKEEi-F/view?usp=sharing |TP Modèles linéaires]]
to:
-->[[https://drive.google.com/file/d/17GessCpcIvQXCptyqSM3blcPkjGs88PB/view?usp=sharing |TP Modèles linéaires]]
November 16, 2018, at 11:30 AM by 37.165.221.131 -
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-->[[https://drive.google.com/file/d/1_0jsPE8ak0iylCjNwJY8ge0K7LGxmeSk/view?usp=sharing |Modèles linéaires]]
-->[[http://www-sop.inria.fr/members/Alexis.Joly/TP_Lasso.pdf |TP modèles linéaires]]
to:
-->[[https://drive.google.com/file/d/1_0jsPE8ak0iylCjNwJY8ge0K7LGxmeSk/view?usp=sharing |Cours Modèles linéaires]]
-->[[https://drive.google.com/file/d/1sFJdH91N5hPg8Sy9hEr4n3KZLXKEEi-F/view?usp=sharing |TP Modèles linéaires]]
November 16, 2018, at 11:27 AM by 37.165.221.131 -
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November 16, 2018, at 07:44 AM by 88.176.203.47 -
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November 16, 2018, at 07:42 AM by 88.176.203.47 -
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* MASTER 2 Imagina - Université de Montpellier: '''Recherche d'information par le contenu'''
**Slides 2015/2016
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* MASTER MIASH 2018 - Université de Montpellier Paul Valéry: '''Apprentissage et sélection de variable'''
**16/11/2014
-->[[http://www-sop.inria.fr/members/Alexis.Joly/01_CM_Lasso.pdf |Modèles linéaires 1]]
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* MASTER 2 Imagina 205 - Université de Montpellier: '''Recherche d'information par le contenu'''
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* Cours IUT 2006: '''Recherche d'images par le contenu - Application au monitoring TV'''

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* Cours-Seminaire dans le cadre des [[http://www.cirm.univ-mrs.fr/ |Rencontres Mathématiques du CIRM]]
: '''Algorithmes et structures pour la recherche par similarité'''
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* Cours IUT 2006: '''Recherche d'images par le contenu - Application au monitoring TV'''

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**Slides 2015
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* MASTER 2 Gestion de données - Université de Montpellier: '''Recherche d'information par le contenu'''
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* MASTER 2 Gestion de données - Université de Montpellier: '''Recherche d'information par le contenu'''
**Slides 2014
-->[[http://www-sop.inria.fr/members/Alexis.Joly/CM1-2014.pdf |Seance 1]]
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* MASTER 2 Gestion de données - Université de Montpellier: '''Recherche d'images par le contenu - Application au monitoring TV'''
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* MASTER 2 Gestion de données - Université de Montpellier: '''Recherche d'images par le contenu - Application au monitoring TV'''
**Slides 2013

**Slides 2014
 

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