<p>In case of both questions you asked me and @Sycorax had a lengthy discussion with you in comments.</p>
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<li><p>We both suggested that you should make the question more precise because it is not clear what you mean by &quot;embeddings for float variables&quot;. In neither of the cases, you did anything to edit the questions and clarify them. We gave you guidance on what can be improved.</p>
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<li><p>We both took attempts to clarify it and partially answering it in the comments by pointing out that the equivalent of embeddings for continuous variables is using a dense layer since embeddings <a href="https://stats.stackexchange.com/questions/546819/how-does-torch-nn-embedding-or-tf-keras-layers-embedding-compare-to-a-dense-laye"><em>are</em> dense layers</a>, just the fact that we are dealing with sparse, binary vectors enables us to use a more efficient implementation that the direct matrix multiplication.</p>
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<li><p>Consider that two of your questions were closed by different moderators. In this thread, you got comments from other users commenting in favor of the moderator's decision. You asked <a href="https://datascience.stackexchange.com/questions/102612/nn-embedding-alternative-for-float-numbers">exactly the same question on another SE site</a> and got no response and no upvotes. It seems like there are at least several people for whom your question was not clear enough to be answerable.</p>
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<li><p>Your question is basically an <a href="https://meta.stackexchange.com/questions/66377/what-is-the-xy-problem">XY problem</a>, you are asking about an attempted solution rather than your actual problem. You want to get answered on how to implement &quot;embeddings for floating-point variables&quot;, but you do not clarify what you want to achieve by this and what kind of problem you are trying to solve, what is this going to do. The problem is that the thing you are asking doesn't exist, so we cannot help you with your intended solution. That is why we tried to clarify what is the underlying problem and what you mean by those &quot;embeddings&quot; but you failed to address the comments.</p>
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<li><p>For further guidance, you can check our <a href="https://stats.meta.stackexchange.com/questions/1479/how-to-ask-a-good-question-on-crossvalidated">How to ask a &quot;good&quot; question on CrossValidated?</a> guide.</p>
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