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package-installation-for-machine-learning-workshop-at-april-pythonpune-meetup.html
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<h1 class="header-title">Package Installation For "Machine Learning Workshop" at April Pythonpune Meetup</h1>
<p class="header-date">By <a href="/author/amolkahat.html">amolkahat</a>, Thu 28 April 2016, in category <a href="/category/pythonpune.html">Pythonpune</a></p>
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<p>In April Pythonpune organize "<a href="http://www.meetup.com/PythonPune/events/230564006/">Machine Learning Workshop</a>". This meetup is basically on machine learning algorithms on your data sets using Python and Scikit-Learn.</p>
<p>For this workshop following libraries require:</p>
<ul>
<li>Linux Machine</li>
<li>Python Script and its modules</li>
<li>IPython</li>
<li>Pandas</li>
<li>Scikit-Learn</li>
<li>Numpy</li>
</ul>
<p><strong><a href="http://ipython.org/">IPython</a>:</strong></p>
<p><a href="http://ipython.org/">IPython</a> is python interactive shell specially designed for python. It supports interactive data visualization and use of GUI toolkits.</p>
<p>You can install it using<br>
<code>$ pip install ipython</code></p>
<p>Run it using:</p>
<p><code>$ ipython</code></p>
<p>IPython helpful commands:</p>
<table>
<thead>
<tr>
<th><strong>Command</strong></th>
<th><strong>Description</strong></th>
</tr>
</thead>
<tbody>
<tr>
<td>v?</td>
<td>Overview of python feature.</td>
</tr>
<tr>
<td>\%ref</td>
<td>Returns reference of function.</td>
</tr>
<tr>
<td>help</td>
<td>Help for python.</td>
</tr>
<tr>
<td>object?</td>
<td>Help for object.</td>
</tr>
<tr>
<td>\%run</td>
<td>filename This command allows user to run python script in interactive shell.</td>
</tr>
<tr>
<td>!command args</td>
<td>System commands can be executed using this syntax.</td>
</tr>
</tbody>
</table>
<p><strong>Required packages:</strong></p>
<p><strong><a href="http://www.ubuntu.com/">Ubuntu</a> :</strong> </p>
<div class="highlight"><pre><span></span><code>$ sudo apt-get install python-numpy python-scipy python-matplotlib ipython ipython-notebook python-pandas python-sympy python-nose python-scikit-learn
</code></pre></div>
<p><strong><a href="https://getfedora.org/">Fedora</a> :</strong></p>
<div class="highlight"><pre><span></span><code>sudo dnf install numpy scipy python-matplotlib ipython python-pandas sympy python-nose python-scikit-learn
</code></pre></div>
<p>Enjoy the workshop. :)</p>
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