All Discussions Tagged 'idx' - Grasshopper2024-03-28T20:43:34Zhttps://www.grasshopper3d.com/group/owl/forum/topic/listForTag?tag=idx&feed=yes&xn_auth=noPython & Getting outside of GHtag:www.grasshopper3d.com,2017-04-14:2985220:Topic:17331572017-04-14T16:25:50.291ZMateusz Zwierzyckihttps://www.grasshopper3d.com/profile/MateuszZwierzycki
<p>While Owl contains some small-scale methods for machine learning, you might want to use more recent deep-learning methods like the ones available in TensorFlow.</p>
<p>The solution is:</p>
<ol>
<li>Get the data from GH</li>
<li>Pack it all in TensorSets</li>
<li>Export these as IDX file</li>
<li>Import them in Python</li>
<li>Learn/Teach</li>
<li>Move back to GH via IDX as well</li>
</ol>
<p>IDX is a file format used by the MNIST dataset and majority of machine learning libraries have IDX…</p>
<p>While Owl contains some small-scale methods for machine learning, you might want to use more recent deep-learning methods like the ones available in TensorFlow.</p>
<p>The solution is:</p>
<ol>
<li>Get the data from GH</li>
<li>Pack it all in TensorSets</li>
<li>Export these as IDX file</li>
<li>Import them in Python</li>
<li>Learn/Teach</li>
<li>Move back to GH via IDX as well</li>
</ol>
<p>IDX is a file format used by the MNIST dataset and majority of machine learning libraries have IDX readers/writers implemented.</p>
<p></p>
<p>You can also read the IDX as numpy arrays via the <a href="https://pypi.python.org/pypi/idx2numpy" target="_blank">idx2numpy package</a>.</p>