gan typo fix

deepgenerativemodels · Nov 9, 2018 · 4bcad28 · 4bcad28
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diff --git a/docs/gan/index.html b/docs/gan/index.html
@@ -142,7 +142,7 @@ <h1 id="gan-training-algorithm">GAN training algorithm</h1>
   </li>
   <li>Take a gradient <em>ascent</em> step on the discriminator parameters <script type="math/tex">\phi</script>:
     <div class="mathblock"><script type="math/tex; mode=display">
- \triangledown_\phi V(G_\theta, D_\phi) = \frac{1}{m} \triangledown_\phi \sum_{i=1}^m \log \left[\log D_\phi(\mathbf{x}^{(i)}) + \log (1 - D_\phi(G_\theta(\mathbf{z}^{(i)}))) \right]
+ \triangledown_\phi V(G_\theta, D_\phi) = \frac{1}{m} \triangledown_\phi \sum_{i=1}^m \left[\log D_\phi(\mathbf{x}^{(i)}) + \log (1 - D_\phi(G_\theta(\mathbf{z}^{(i)}))) \right]
  </script></div>
   </li>
 </ol>

diff --git a/gan/index.md b/gan/index.md
@@ -72,7 +72,7 @@ For epochs $$1, \ldots, N$$ do:
 	{% endmath %} 
 4. Take a gradient *ascent* step on the discriminator parameters $$\phi$$:
 	{% math %}
-	\triangledown_\phi V(G_\theta, D_\phi) = \frac{1}{m} \triangledown_\phi \sum_{i=1}^m \log \left[\log D_\phi(\mathbf{x}^{(i)}) + \log (1 - D_\phi(G_\theta(\mathbf{z}^{(i)}))) \right]
+	\triangledown_\phi V(G_\theta, D_\phi) = \frac{1}{m} \triangledown_\phi \sum_{i=1}^m \left[\log D_\phi(\mathbf{x}^{(i)}) + \log (1 - D_\phi(G_\theta(\mathbf{z}^{(i)}))) \right]
 	{% endmath %}