From cc7f651dc8d13f4bbb8e580cd3a271e6d2bb342c Mon Sep 17 00:00:00 2001
From: Manuel Baum <mbaum@techfak.uni-bielefeld.de>
Date: Sun, 13 Oct 2013 22:17:45 +0200
Subject: [PATCH] =?UTF-8?q?Meinen=20Teil=20in=20die=20Pr=C3=A4si=20eingef?=
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---
 doc/presentation/input/manu.tex        |  80 ++-
 doc/presentation/input/manu.tex.backup |  58 ++
 doc/presentation/primo.aux             | 101 +--
 doc/presentation/primo.log             | 879 ++++++++++++-------------
 doc/presentation/primo.nav             |  57 +-
 doc/presentation/primo.out             |  43 +-
 doc/presentation/primo.pdf             | Bin 1021628 -> 1245393 bytes
 doc/presentation/primo.toc             |  17 +-
 examples/CalculateMarginals.py         |   1 +
 9 files changed, 685 insertions(+), 551 deletions(-)
 create mode 100644 doc/presentation/input/manu.tex.backup

diff --git a/doc/presentation/input/manu.tex b/doc/presentation/input/manu.tex
index 01e2052..cd86871 100644
--- a/doc/presentation/input/manu.tex
+++ b/doc/presentation/input/manu.tex
@@ -1 +1,79 @@
-\section{manu}
\ No newline at end of file
+\section{Approximate Inference}
+\subsection{Motivation}
+\begin{frame}
+\Large\textbf{Why use approximate Inference?}
+  \begin{itemize}
+   \item Possible to include non-linear dependencies of/on real-valued variables
+   \item Only local computations $\rightarrow$ size of net rather unimportant
+   \item Possible to trade off computation time for accuracy
+  \end{itemize}
+\end{frame}
+
+\subsection{Structure}
+  \begin{frame}
+  \Large\textbf{Whats the stucture?}
+    \begin{block}{There are two central classes for computation:}
+      \begin{itemize}
+       \item MCMC - Interface for usage, final computations
+	\item MarkovChainSampler - Constructs markov chains
+      \end{itemize}
+
+    \end{block}
+
+  \begin{block}{Other classes:}
+   \begin{itemize}
+    \item Evidence
+  \item ContinuousNode (and densities: Gauss, Exponential, Beta)
+   \end{itemize}
+
+  \end{block}
+
+
+
+  \end{frame}
+
+  \begin{frame}
+    \Large\textbf{MarkovChainSampler}
+    generates a markov-chain given some evidence when chain has converged
+    \begin{block}{Parameters}
+      \begin{itemize}
+	\item transition\_model: Gibbs or MetropolisHastings
+	\item convergence\_test: Test for convergence
+	\item time\_steps: Maximum length of chain
+	\item evidence: Different kinds of evidence for a subset of nodes
+      \end{itemize}
+    \end{block}
+
+\end{frame}
+  \begin{frame}
+    \Large\textbf{MCMC-class}
+    This encapsules MarkovChainSampler
+    \begin{block}{Possible requests:}
+     \begin{itemize}
+      \item def calculate\_PriorMarginal(self, variables, AssumedDensity):
+      \item def calculate\_MAP(self, variables, evidence, AssumedDensity):
+      \item def calculate\_PosteriorMarginal(self, variables, evidence, AssumedDensity):
+      \item  def calculate\_PoE(self, evidence):
+\end{itemize}
+
+    \end{block}
+
+\end{frame}
+  \begin{frame}
+    \Large\textbf{Real-valued variables}
+      \begin{block}{Which densities are supported?}
+	\begin{itemize}
+	 \item Gaussian
+	  \item  Beta
+	  \item  Exponential
+	\end{itemize}
+
+      \end{block}
+
+	
+\end{frame}
+\subsection{Literature}
+\Large\textbf{Literature}
+
+
+\textsc{Daphne Koller and Nir Friedman} \\ Probabilistic Graphical Models: Principles and Techniques
\ No newline at end of file
diff --git a/doc/presentation/input/manu.tex.backup b/doc/presentation/input/manu.tex.backup
new file mode 100644
index 0000000..b3cdc1a
--- /dev/null
+++ b/doc/presentation/input/manu.tex.backup
@@ -0,0 +1,58 @@
+\section{Approximate Inference}
+\subsection{Motivation}
+\begin{frame}
+\Large\textbf{Why use approximate Inference?}
+  \begin{itemize}
+   \item Possible to include non-linear dependencies of/on real-valued variables
+   \item Only local computations $\rightarrow$ size of net rather unimportant
+   \item Possible to trade off computation time for accuracy
+  \end{itemize}
+\end{frame}
+
+\subsection{Structure}
+  \begin{frame}
+  \Large\textbf{Whats the stucture?}
+    \begin{block}{There are two central classes for computation:}
+      \begin{itemize}
+       \item MCMC - Interface for usage, final computations
+	\item MarkovChainSampler - Constructs markov chains
+      \end{itemize}
+
+    \end{block}
+
+  \begin{block}{Other classes:}
+   \begin{itemize}
+    \item Evidence
+  \item ContinuousNode (and densities: Gauss, Exponential, Beta)
+   \end{itemize}
+
+  \end{block}
+
+
+
+  \end{frame}
+
+  \begin{frame}
+    \Large\textbf{MarkovChainSampler}
+    generates a markov-chain given some evidence when chain has converged
+    \begin{block}{Parameters}
+      \begin{itemize}
+	\item transition\_model: Gibbs or MetropolisHastings
+	\item convergence\_test: Test for convergence
+	\item time\_steps: Maximum length of chain
+	\item evidence: Different kinds of evidence for a subset of nodes
+      \end{itemize}
+    \end{block}
+
+\end{frame}
+  \begin{frame}
+    \Large\textbf{MCMC}
+    Danach in MCMC klasse ergebnisse berechnen
+\end{frame}
+  \begin{frame}
+    \Large\textbf{Real-valued variables}
+      Which kinds of nodes are there?
+	Gaussian, Beta, Exponential
+\end{frame}
+\subsection{Literature}
+asdf
\ No newline at end of file
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diff --git a/doc/presentation/primo.out b/doc/presentation/primo.out
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diff --git a/doc/presentation/primo.toc b/doc/presentation/primo.toc
index eba04f1..c80d4fa 100644
--- a/doc/presentation/primo.toc
+++ b/doc/presentation/primo.toc
@@ -13,10 +13,13 @@
 \beamer@subsectionintoc {3}{3}{Elimination Trees}{15}{0}{3}
 \beamer@subsectionintoc {3}{4}{Building Strategies}{15}{0}{3}
 \beamer@subsectionintoc {3}{5}{Literature}{15}{0}{3}
-\beamer@sectionintoc {4}{manu}{17}{0}{4}
-\beamer@sectionintoc {5}{Bayesian Decision Network}{17}{0}{5}
-\beamer@subsectionintoc {5}{1}{Definition}{17}{0}{5}
-\beamer@subsectionintoc {5}{2}{Example}{19}{0}{5}
-\beamer@subsectionintoc {5}{3}{Solving a BDN}{20}{0}{5}
-\beamer@subsectionintoc {5}{4}{Structure}{22}{0}{5}
-\beamer@subsectionintoc {5}{5}{Literature}{23}{0}{5}
+\beamer@sectionintoc {4}{Approximate Inference}{17}{0}{4}
+\beamer@subsectionintoc {4}{1}{Motivation}{17}{0}{4}
+\beamer@subsectionintoc {4}{2}{Structure}{18}{0}{4}
+\beamer@subsectionintoc {4}{3}{Literature}{22}{0}{4}
+\beamer@sectionintoc {5}{Bayesian Decision Network}{22}{0}{5}
+\beamer@subsectionintoc {5}{1}{Definition}{22}{0}{5}
+\beamer@subsectionintoc {5}{2}{Example}{25}{0}{5}
+\beamer@subsectionintoc {5}{3}{Solving a BDN}{26}{0}{5}
+\beamer@subsectionintoc {5}{4}{Structure}{28}{0}{5}
+\beamer@subsectionintoc {5}{5}{Literature}{29}{0}{5}
diff --git a/examples/CalculateMarginals.py b/examples/CalculateMarginals.py
index 9807635..b416cf4 100644
--- a/examples/CalculateMarginals.py
+++ b/examples/CalculateMarginals.py
@@ -80,6 +80,7 @@ print "Posterior of burglary : " + str(fe.calculate_PosteriorMarginal([burglary]
 
 factorTreeFactory = FactorTreeFactory()
 factorTree = factorTreeFactory.create_greedy_factortree(bn)
+factorTree.draw()
 
 #For large nets or much queries the factorTree is the most efficient way.
 #The first query is expensive in calculation but all following queries are very 
-- 
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