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Merge branch 'master' of https://github.com/johnlime/UnitNeurons
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johnlime committed May 28, 2020
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<h1>Examples</h1>

<h2> Kohonen's SOM Neural Net Trained on Uniform Distribution</h2>
<a href="/Examples/kohonen_som.cpp">Code</a>
<a href="https://github.com/johnlime/UnitNeurons/blob/master/Examples/kohonen_som.cpp">Code</a>
<p>Visualization via Processing (5x5 mapping neurons)</p>
<img src="/Processing%20Visualization/kohonen_som_trained/ksom_5x5.png"/>
<img src="/UnitNeurons/Processing%20Visualization/kohonen_som_trained/ksom_5x5.png"/>

<h2> Feedforward Network Fit to Sine Function via Gradient Descent </h2>
<a href="/Examples/gradient_descent.cpp">Code</a>
<a href="https://github.com/johnlime/UnitNeurons/blob/master/Examples/gradient_descent.cpp">Code</a>
<p>Visualization via Processing (fit to sine wave)</p>
<img src="/Processing%20Visualization/gradient_descent_sine/gd_sine.png"/>
<img src="/UnitNeurons/Processing%20Visualization/gradient_descent_sine/gd_sine.png"/>

<h2> Proximal Policy Optimization (Rough implementation) </h2>
<a href="/Examples/policy_gradient.cpp">Code</a>
<a href="https://github.com/johnlime/UnitNeurons/blob/master/Examples/policy_gradient.cpp">Code</a>
<ul>
<li>Policy and value functions defined separately</li>
<li>Reinforcement learning framework</li>
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