Prayson Daniel, a principle data scientist, discusses testing machine learning pipelines with pytest.
Prayson is using pytest for some pretty cool stuff, including:
- unit tests, of course
- testing pipeline stages
- counterfactual testing
- performance testing
All with pytest. So cool.
Special Guest: Prayson Daniel.
Sponsored By:
Support Test & Code in Python
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<p>Prayson Daniel, a principle data scientist, discusses testing machine learning pipelines with pytest.</p>
<p>Prayson is using pytest for some pretty cool stuff, including:</p>
<ul>
<li>unit tests, of course</li>
<li>testing pipeline stages</li>
<li>counterfactual testing</li>
<li>performance testing</li>
</ul>
<p>All with pytest. So cool.</p><p>Special Guest: Prayson Daniel.</p><p>Sponsored By:</p><ul><li><a href="https://testandcode.com/pycharm" rel="nofollow">PyCharm Professional</a>: <a href="https://testandcode.com/pycharm" rel="nofollow">Try PyCharm Pro for 4 months and learn how PyCharm will save you time.</a></li></ul><p><a href="https://www.patreon.com/testpodcast" rel="payment">Support Test & Code in Python</a></p><p>Links:</p><ul><li><a href="https://pythonbytes.fm/episodes/show/250/skorch-your-scikit-learn-together-with-pytorch" title="Python Bytes 250, with Prayson Daniel" rel="nofollow">Python Bytes 250, with Prayson Daniel</a> — Listen to this for more of an introduction to Prayson</li></ul>
