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#econml

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Carl Gold, PhD<p>My PR to the <a href="https://sigmoid.social/tags/EconML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EconML</span></a> <a href="https://sigmoid.social/tags/PyWhy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PyWhy</span></a> <a href="https://sigmoid.social/tags/opensource" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>opensource</span></a> <a href="https://sigmoid.social/tags/causalai" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>causalai</span></a> project was merged! 🎉 I made a small contribution by allowing a flexible choice of evaluation metric for scoring both the first stage and final stage models in Double Machine Learning (<a href="https://sigmoid.social/tags/DML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DML</span></a>). Before, only the mean square error (MSE) was implemented. But as an ML practitioner "in the trenches" I have found that MSE is hard to interpret and compare across models. My new functions allow that 🙂 <a href="https://sigmoid.social/tags/CausalInference" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CausalInference</span></a> <a href="https://sigmoid.social/tags/machinelearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>machinelearning</span></a> <a href="https://sigmoid.social/tags/datascience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>datascience</span></a></p>
Carl Gold, PhD<p>I just made my first PR on an <a href="https://sigmoid.social/tags/OpenSource" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenSource</span></a> project. Ever. Why did that take so long? IDK - I guess all the projects I worked with had everything I needed, and I was too busy to volunteer my time for something I didn't need. The PR is just a small suggestion to improve memory performance in <a href="https://sigmoid.social/tags/EconML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EconML</span></a> (<a href="https://sigmoid.social/tags/causalml" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>causalml</span></a>) - we'll see what the repo maintainers think of my hackery, haha...</p>
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