Section 1: Honesty

16 Chapter 1

$<code><span class="kwd">\begin</span><span class="pun">{</span><span class="pln">equation</span><span class="pun">}</span><span class="pln"> L_T</span><span class="pun">(</span><span class="kwd">\vec</span><span class="pun">{</span><span class="kwd">\lambda</span><span class="pun">})</span> <span class="pun">=</span> <span class="kwd">\sum</span><span class="pln">_</span><span class="pun">(</span><span class="pln">x,s</span><span class="pun">)</span><span class="kwd">\elementof</span><span class="pln"> T </span><span class="kwd">\log</span><span class="pln"> P</span><span class="pun">(</span><span class="pln">s|X</span><span class="pun">)</span><span class="pln"> - </span><span class="kwd">\sum</span><span class="pln">_</span><span class="pun">(</span><span class="pln">i</span><span class="pun">=</span><span class="pln">1</span><span class="pun">)</span><span class="pln">^m </span><span class="kwd">\lamda</span><span class="pln">_i^ </span><span class="kwd">\end</span><span class="pun">{</span><span class="pln">equation</span><span class="pun">}</span> <span class="kwd">\subsection</span><span class="pun">{</span><span class="pln">Partition Function</span><span class="pun">}</span></code>$

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