From 8affb282d105145081765a29f87796525381e698 Mon Sep 17 00:00:00 2001
From: Benjamin Auder <benjamin.auder@somewhere>
Date: Fri, 14 Apr 2017 19:26:48 +0200
Subject: [PATCH] Add zip updated

---
 AirNormand_light.zip |   1 +
 Untitled.tex         | 468 -------------------------------------------
 2 files changed, 1 insertion(+), 468 deletions(-)
 create mode 100644 AirNormand_light.zip
 delete mode 100644 Untitled.tex

diff --git a/AirNormand_light.zip b/AirNormand_light.zip
new file mode 100644
index 0000000..123b314
--- /dev/null
+++ b/AirNormand_light.zip
@@ -0,0 +1 @@
+#$# git-fat 9e89b67976812940a4329491351971ac550e629f              2781243
diff --git a/Untitled.tex b/Untitled.tex
deleted file mode 100644
index fe2c0eb..0000000
--- a/Untitled.tex
+++ /dev/null
@@ -1,468 +0,0 @@
-
-% Default to the notebook output style
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-% Inherit from the specified cell style.
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-\documentclass[11pt]{article}
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-    
-    \usepackage[T1]{fontenc}
-    % Nicer default font (+ math font) than Computer Modern for most use cases
-    \usepackage{mathpazo}
-
-    % Basic figure setup, for now with no caption control since it's done
-    % automatically by Pandoc (which extracts ![](path) syntax from Markdown).
-    \usepackage{graphicx}
-    % We will generate all images so they have a width \maxwidth. This means
-    % that they will get their normal width if they fit onto the page, but
-    % are scaled down if they would overflow the margins.
-    \makeatletter
-    \def\maxwidth{\ifdim\Gin@nat@width>\linewidth\linewidth
-    \else\Gin@nat@width\fi}
-    \makeatother
-    \let\Oldincludegraphics\includegraphics
-    % Set max figure width to be 80% of text width, for now hardcoded.
-    \renewcommand{\includegraphics}[1]{\Oldincludegraphics[width=.8\maxwidth]{#1}}
-    % Ensure that by default, figures have no caption (until we provide a
-    % proper Figure object with a Caption API and a way to capture that
-    % in the conversion process - todo).
-    \usepackage{caption}
-    \DeclareCaptionLabelFormat{nolabel}{}
-    \captionsetup{labelformat=nolabel}
-
-    \usepackage{adjustbox} % Used to constrain images to a maximum size 
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-    \usepackage{geometry} % Used to adjust the document margins
-    \usepackage{amsmath} % Equations
-    \usepackage{amssymb} % Equations
-    \usepackage{textcomp} % defines textquotesingle
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-        \def\PYZsq{\textquotesingle}% Upright quotes in Pygmentized code
-    }
-    \usepackage{upquote} % Upright quotes for verbatim code
-    \usepackage{eurosym} % defines \euro
-    \usepackage[mathletters]{ucs} % Extended unicode (utf-8) support
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-                         % to support a larger range 
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-    % internal navigation ('pdf bookmarks' for the table of contents,
-    % internal cross-reference links, web links for URLs, etc.)
-    \usepackage{hyperref}
-    \usepackage{longtable} % longtable support required by pandoc >1.10
-    \usepackage{booktabs}  % table support for pandoc > 1.12.2
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-
-    \begin{document}
-    
-    
-    \maketitle
-    
-    
-
-    
-    \subsection{Package R "talweg"}\label{package-r-talweg}
-
-Le package \(-\) Time-series sAmpLes forecasted With ExoGenous variables
-\(-\) contient le code permettant de (re)lancer les expériences
-numériques décrites dans cette partie et la suivante. Les fonctions
-principales sont respectivement * \textbf{getData()} pour construire un
-objet R contenant les données à partir de fichiers CSV (extraits de
-bases de données). Le format choisi en R est une classe R6 (du package
-du même nom) exposant en particulier les méthodes \emph{getSerie(i)} et
-\emph{getExo(i)} qui renvoient respectivement la \(i^{eme}\) série de
-24h et les variables exogènes (mesurées) correspondantes. Voir ?Data
-pour plus d'information, une fois le package chargé. *
-\textbf{computeForecast()} pour calculer des prédictions sur une
-certaine plage temporelle contenue dans \emph{data \textless{}-
-getData(...)} * \textbf{computeError()} pour évaluer les erreurs
-commises par différentes méthodes.
-
-Le package contient en outre diverses fonctions graphiques
-\emph{plotXXX()}, utilisées dans la partie suivante.
-
-    \begin{Verbatim}[commandchars=\\\{\}]
-{\color{incolor}In [{\color{incolor}3}]:} \PY{c+c1}{\PYZsh{} Chargement de la librairie (après compilation, \PYZdq{}R CMD INSTALL .\PYZdq{})}
-        \PY{k+kn}{library}\PY{p}{(}talweg\PY{p}{)}
-        
-        \PY{c+c1}{\PYZsh{} Acquisition des données (depuis les fichiers CSV)}
-        ts\PYZus{}data \PY{o}{\PYZlt{}\PYZhy{}} read.csv\PY{p}{(}\PY{k+kp}{system.file}\PY{p}{(}\PY{l+s}{\PYZdq{}}\PY{l+s}{extdata\PYZdq{}}\PY{p}{,}\PY{l+s}{\PYZdq{}}\PY{l+s}{pm10\PYZus{}mesures\PYZus{}H\PYZus{}loc.csv\PYZdq{}}\PY{p}{,}package\PY{o}{=}\PY{l+s}{\PYZdq{}}\PY{l+s}{talweg\PYZdq{}}\PY{p}{)}\PY{p}{)}
-        exo\PYZus{}data \PY{o}{\PYZlt{}\PYZhy{}} read.csv\PY{p}{(}\PY{k+kp}{system.file}\PY{p}{(}\PY{l+s}{\PYZdq{}}\PY{l+s}{extdata\PYZdq{}}\PY{p}{,}\PY{l+s}{\PYZdq{}}\PY{l+s}{meteo\PYZus{}extra\PYZus{}noNAs.csv\PYZdq{}}\PY{p}{,}package\PY{o}{=}\PY{l+s}{\PYZdq{}}\PY{l+s}{talweg\PYZdq{}}\PY{p}{)}\PY{p}{)}
-        data \PY{o}{\PYZlt{}\PYZhy{}} getData\PY{p}{(}ts\PYZus{}data\PY{p}{,} exo\PYZus{}data\PY{p}{,} input\PYZus{}tz\PY{o}{=}\PY{l+s}{\PYZdq{}}\PY{l+s}{GMT\PYZdq{}}\PY{p}{,} date\PYZus{}format\PY{o}{=}\PY{l+s}{\PYZdq{}}\PY{l+s}{\PYZpc{}d/\PYZpc{}m/\PYZpc{}Y \PYZpc{}H:\PYZpc{}M\PYZdq{}}\PY{p}{,}
-            working\PYZus{}tz\PY{o}{=}\PY{l+s}{\PYZdq{}}\PY{l+s}{GMT\PYZdq{}}\PY{p}{,} predict\PYZus{}at\PY{o}{=}\PY{l+m}{7}\PY{p}{,} limit\PY{o}{=}\PY{l+m}{120}\PY{p}{)}
-        \PY{c+c1}{\PYZsh{} Plus de détails à la section 1 ci\PYZhy{}après.}
-        
-        \PY{c+c1}{\PYZsh{} Prédiction de 10 courbes (jours 102 à 111)}
-        pred \PY{o}{\PYZlt{}\PYZhy{}} computeForecast\PY{p}{(}data\PY{p}{,} \PY{l+m}{101}\PY{o}{:}\PY{l+m}{110}\PY{p}{,} \PY{l+s}{\PYZdq{}}\PY{l+s}{Persistence\PYZdq{}}\PY{p}{,} \PY{l+s}{\PYZdq{}}\PY{l+s}{Zero\PYZdq{}}\PY{p}{,} memory\PY{o}{=}\PY{l+m}{50}\PY{p}{,} horizon\PY{o}{=}\PY{l+m}{12}\PY{p}{,} ncores\PY{o}{=}\PY{l+m}{1}\PY{p}{)}
-        \PY{c+c1}{\PYZsh{} Plus de détails à la section 2 ci\PYZhy{}après.}
-        
-        \PY{c+c1}{\PYZsh{} Calcul des erreurs (sur un horizon arbitraire \PYZlt{}= horizon de prédiction)}
-        err \PY{o}{\PYZlt{}\PYZhy{}} computeError\PY{p}{(}data\PY{p}{,} pred\PY{p}{,} horizon\PY{o}{=}\PY{l+m}{6}\PY{p}{)}
-        \PY{c+c1}{\PYZsh{} Plus de détails à la section 3 ci\PYZhy{}après.}
-        
-        \PY{c+c1}{\PYZsh{} Puis voir ?plotError et les autres plot dans le paragraphe \PYZsq{}seealso\PYZsq{}}
-\end{Verbatim}
-
-    \subsubsection{getData()}\label{getdata}
-
-Les arguments de cette fonction sont, dans l'ordre : 1.
-\textbf{ts\_data} : séries temporelles (fichier CSV avec entête ou
-data.frame) ; la première colonne contient les heures, la seconde les
-valeurs. 2. \textbf{exo\_data} : variables exogènes (fichier CSV avec
-entête ou data.frame) ; la première colonne contient les jours, les
-\(m\) suivantes les variables mesurées pour ce jour, et les \(m\)
-dernières les variables prédites pour ce même jour. Dans notre cas
-\(m=4\) : pression, température, gradient de température, vitesse du
-vent. 3. \textbf{input\_tz} : zone horaire pour ts\_data (défaut :
-"GMT"). 4. \textbf{date\_format} : format des heures dans ts\_data
-(défaut : "\%d/\%m/\%Y \%H:\%M", format du fichier transmis par Michel).
-5. \textbf{working\_tz} : zone horaire dans laquelle on souhaite
-travailler avec les données (défaut : "GMT"). 6. \textbf{predict\_at} :
-heure à laquelle s'effectue la prévision \(-\) et donc dernière heure
-d'un bloc de 24h, relativement à working\_tz. data\texttt{\$}getSerie(3)
-renvoit ainsi les 24 valeurs de 8h à 7h pour le \(3^{eme}\) bloc de 24h
-présent dans le jeu de données.
-
-    \begin{Verbatim}[commandchars=\\\{\}]
-{\color{incolor}In [{\color{incolor}11}]:} \PY{k+kp}{print}\PY{p}{(}data\PY{p}{)}
-         \PY{c+c1}{\PYZsh{}?Data}
-\end{Verbatim}
-
-    \begin{Verbatim}[commandchars=\\\{\}]
-<Data>
-  Public:
-    append: function (time, serie, exo, exo\_hat) 
-    clone: function (deep = FALSE) 
-    getCenteredSerie: function (index) 
-    getCenteredSeries: function (indices) 
-    getExo: function (index) 
-    getExoHat: function (index) 
-    getLevel: function (index) 
-    getSerie: function (index) 
-    getSeries: function (indices) 
-    getSize: function () 
-    getStdHorizon: function () 
-    getTime: function (index) 
-    removeFirst: function () 
-    removeLast: function () 
-  Private:
-    .data: list
-
-    \end{Verbatim}
-
-    \subsubsection{computeForecast()}\label{computeforecast}
-
-Les arguments de cette fonction sont, dans l'ordre : 1. \textbf{data} :
-le jeu de données renvoyé par getData() 2. \textbf{indices} : l'ensemble
-de jours dont on veut prévoir les "lendemains" (prochains blocs de 24h)
-; peut être donnée sous forme d'un vecteur de dates ou d'entiers
-(correspondants aux numéros des jours). 3. \textbf{forecaster} : le nom
-du prédicteur principal à utiliser ; voir ?computeForecast 4.
-\textbf{pjump} : le nom du prédicteur de saut d'une série à l'autre ;
-voir ?computeForecast 5. \textbf{memory} : le nombre de jours à prendre
-en compte dans le passé pour chaque prévision (par défaut : Inf,
-c'est-à-dire tout l'historique pris en compte). 6. \textbf{horizon} : le
-nombre d'heures à prédire ; par défaut "data\texttt{\$}getStdHorizon()",
-c'est-à-dire le nombre d'heures restantes à partir de l'instant de
-prévision + 1 jusqu'à minuit (17 pour predict\_at=7 par exemple). 7.
-\textbf{ncores} : le nombre de processus parallèles (utiliser 1 pour une
-exécution séquentielle)
-
-    \begin{Verbatim}[commandchars=\\\{\}]
-{\color{incolor}In [{\color{incolor}8}]:} \PY{k+kp}{print}\PY{p}{(}pred\PY{p}{)}
-        \PY{c+c1}{\PYZsh{}?computeForecast}
-\end{Verbatim}
-
-    \begin{Verbatim}[commandchars=\\\{\}]
-<Forecast>
-  Public:
-    append: function (forecast, params, index\_in\_data) 
-    clone: function (deep = FALSE) 
-    getDates: function () 
-    getForecast: function (index) 
-    getIndexInData: function (index) 
-    getParams: function (index) 
-    getSize: function () 
-    initialize: function (dates) 
-  Private:
-    .dates: 14323 14324 14325 14326 14327 14328 14329 14330 14331 14332
-    .pred: list
-
-    \end{Verbatim}
-
-    \subsubsection{computeError()}\label{computeerror}
-
-Les arguments de cette fonction sont, dans l'ordre : 1. \textbf{data} :
-le jeu de données renvoyé par getData() 2. \textbf{pred} : les
-prédictions renvoyées par computeForecast() 3. \textbf{horizon} : le
-nombre d'heures à considérer pour le calcul de l'erreur ; doit être
-inférieur ou égal à l'horizon utilisé pour la prédiction (même valeur
-par défaut : "data\texttt{\$}getStdHorizon()")
-
-    \begin{Verbatim}[commandchars=\\\{\}]
-{\color{incolor}In [{\color{incolor}9}]:} \PY{k+kp}{summary}\PY{p}{(}err\PY{p}{)}
-        \PY{k+kp}{summary}\PY{p}{(}err\PY{o}{\PYZdl{}}\PY{k+kp}{abs}\PY{p}{)}
-        \PY{k+kp}{summary}\PY{p}{(}err\PY{o}{\PYZdl{}}MAPE\PY{p}{)}
-\end{Verbatim}
-
-    
-    \begin{verbatim}
-     Length Class  Mode
-abs  2      -none- list
-MAPE 2      -none- list
-    \end{verbatim}
-
-    
-    
-    \begin{verbatim}
-        Length Class  Mode   
-day      6     -none- numeric
-indices 10     -none- numeric
-    \end{verbatim}
-
-    
-    
-    \begin{verbatim}
-        Length Class  Mode   
-day      6     -none- numeric
-indices 10     -none- numeric
-    \end{verbatim}
-
-    
-    \subsubsection{Graphiques}\label{graphiques}
-
-Voir ?plotError : les autres fonctions graphiques sont dans la section
-'seealso' :
-
-\begin{verbatim}
- ‘plotCurves’, ‘plotPredReal’, ‘plotSimils’, ‘plotFbox’,
- ‘computeFilaments’, ‘plotFilamentsBox’, ‘plotRelVar’
-\end{verbatim}
-
-?plotXXX, etc.
-
-
-    % Add a bibliography block to the postdoc
-    
-    
-    
-    \end{document}
-- 
2.44.0