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Numerical Linear Algebra for Programmers

225 点作者 dragandj将近 5 年前

14 条评论

arcturus17将近 5 年前
I have to echo what others have said: great book idea, but not so hot on the model.<p>I studied linear algebra in college and I could use a refresher for AI, but I don’t want to study math in the traditional way, with convoluted abstract examples that lead nowhere. Hated it back then and hate it now. The prospect of doing it in code makes it infinitely more exciting so you’ve definitely got something going on there there...<p>However, I’m not going to get into <i>another</i> subscription, mainly because I don’t want to check every month to see the state of the project.<p>I’d personally pay you around $40 for an early access fee that also gets me the final product... It’d be a discount from your target price but I’d also be taking a risk (what if you don’t finish it?).<p>I’m favoriting this and will check how it evolves. Worst case, I’ll buy the finished product if the reviews are good!
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dragandj将近 5 年前
Part of my Interactive Programming for Artificial Intelligence book series.<p>The companion book in the same series:<p>Deep Learning for Programmers: An Interactive Tutorial with CUDA, OpenCL, DNNL, Java, and Clojure<p><a href="https:&#x2F;&#x2F;aiprobook.com&#x2F;deep-learning-for-programmers&#x2F;" rel="nofollow">https:&#x2F;&#x2F;aiprobook.com&#x2F;deep-learning-for-programmers&#x2F;</a>
bhattisatish将近 5 年前
The book looks interesting and the associated libraries (neanderthal for e.g.)<p>But while going through your performance comparison [1], I feel something is off.<p>I am not that familiar with libpython-clj and how it works, but looks like you are loading python from within the JVM and in turn the python is loading the C++&#x2F;fortran OpenBLAS libraries to get the numerical calculations done for the Correlation Coefficient. I suspect this multi-level indirection is creating it&#x27;s own performance overhead. For now, I don&#x27;t believe the performance benchmark are telling us the true story :-)<p>But after saying all that, I love how concise is the clojure implementation is.<p>[1] <a href="https:&#x2F;&#x2F;dragan.rocks&#x2F;articles&#x2F;20&#x2F;Clojure-Numpy-Cupy-CPU-GPU" rel="nofollow">https:&#x2F;&#x2F;dragan.rocks&#x2F;articles&#x2F;20&#x2F;Clojure-Numpy-Cupy-CPU-GPU</a>
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Already__Taken将近 5 年前
I saw a great talk explaining linear algebra where the presenter used it to solve the angles of an arm joint to place an animated robot arm at a specific co-ordinate.<p>I think it might be this actually, can&#x27;t watch it all right now to check. Demo I&#x27;m thinking of should be <a href="https:&#x2F;&#x2F;youtu.be&#x2F;3v75aX5-gSA?t=1436" rel="nofollow">https:&#x2F;&#x2F;youtu.be&#x2F;3v75aX5-gSA?t=1436</a>
the_svd_doctor将近 5 年前
For a great introduction to numerical linear algebra, I cannot recommend enough the book from Trefethen and Bau.<p>Or Golub &amp; Van Loan, if you like pain.
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culopatin将近 5 年前
Now even books are subscriptions?!
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ramosu将近 5 年前
No way..<p>After backing and not receiving Punk Mathematics since 2010, I realized paying for something unfinished makes absolutely no sense at all.<p>I prefer to pay more and get something complete.
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benstrumental将近 5 年前
&gt; no C++ build hell<p>&gt; no C++ syntax hell!<p>&gt; no C++ at all!!!<p>The author of this book has some strong feelings about C++.
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floatingatoll将近 5 年前
My interpretation of this subscription landing page was that I could preview a few pages from the book to see if the writing style worked for me. I wasn&#x27;t able to figure out how to do so, as the &#x27;AVAILABLE&#x27; link next to the linear algebra refresher simply went to a Patreon page full of locked&#x2F;unavailable posts. This looks like it could be nifty, but the ultra-polished marketing is too focused on paid conversions and doesn&#x27;t meet the basic necessaries of &quot;Is this content valuable to me?&quot;.
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sabas123将近 5 年前
Is there some sort of preview material? I am always quite skeptical about mathematics through programming books, so it would be nice to get a feel for it&#x27;s rigor.
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smoyer将近 5 年前
I think there&#x27;s a misspelling on your pitch page - &quot;aren’t these two frends adorable? the book is too!&quot;
mkagenius将近 5 年前
I am trying to read Axler&#x27;s book and it is proving to be extremely boring to me (no offense to the author) but this post gave me an idea that I should probably explore a linear algebra library along with the book to make things interesting.
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deltasquared将近 5 年前
It lost me at no C++ at all.
augustt将近 5 年前
Does this include &quot;traditional&quot; numerical linear algebra (e.g. stability, conditioning) or is it the modern deep learning interpretation that linear algebra ≈ matrix multiplication?