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kazé<p>Dear LazyWeb: is there a C/C++, <a href="https://mastodon.social/tags/RustLang" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>RustLang</span></a> or <a href="https://mastodon.social/tags/Zig" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Zig</span></a> equivalent of <a href="https://mastodon.social/tags/SciPy" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>SciPy</span></a>’s `stats` module for statistical analysis? Namely:<br> • a collection of common PDFs (probability density functions);<br> • MLE (maximum likelihood estimation) for these common distributions;<br> • KDE (kernel density estimation).</p><p>SciPy’s API is a pleasure to work with. Anything that comes close but usable from C/C++/Rust/Zig would make my life so much easier. Boosts appreciated for visibility.</p><p><a href="https://mastodon.social/tags/statistics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>statistics</span></a> <a href="https://mastodon.social/tags/probability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>probability</span></a> <a href="https://mastodon.social/tags/DataScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataScience</span></a></p>
Ross Gayler<p>Some probability/maths/optimisation questions for the Fedi-hive mind:</p><p>Bayes' Theorem is<br>P(H | E) = P(E | H) P(H) / P(E)<br>where H and E are events (that I have labelled for my mnemonic convenience to suggest Hypothesis and Evidence, but they're just events).</p><p>Assume that:<br>* There is some fixed database of records with a fixed set of fields.<br>* The events H and E are predicates of individual database records.<br>* The event predicates are functions of the field values in the record being evaluated.<br>* We are interpreting the relative frequency of the event predicate being true over all the record in the database as the probability of the event defined by the predicate.</p><p>The typical statement of Bayes' Theorem appears to assume that the definitions of the events H and E are fixed and given, and the only thing of interest is how to calculate with them.</p><p>1. Does it make sense to have a fixed definition of H and search over the space of possible definitions of E to maximise P(H | E)?</p><p>2. Is there a name for this? (I presume it's been suggested many times already.) Is it abductive inference because you're trying to find the "best explanation" of H?</p><p>3. Are there constraints that need to be placed on the optimisation? (a. You wouldn't want the E definition to be a copy of or equivalent to the H definition. b. You wouldn't want the E definition to be some degenerate case, e.g. with P(E) vanishingly small. c. You probably want some regularisation penalty that prefers simple definitions of E over more complex ones.</p><p>Any comments on this and pointers into the literature would be greatly appreciated.</p><p><a href="https://aus.social/tags/math" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>math</span></a> <a href="https://aus.social/tags/probability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>probability</span></a> <a href="https://aus.social/tags/Bayes" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Bayes</span></a> <a href="https://aus.social/tags/optimisation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>optimisation</span></a> <a href="https://aus.social/tags/AbductiveInference" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AbductiveInference</span></a></p>
Europe Says<p><a href="https://www.europesays.com/1881524/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="">europesays.com/1881524/</span><span class="invisible"></span></a> Elon Musk Says There’s ‘Only a 20% Chance of Annihilation’ With AI <a href="https://pubeurope.com/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a> <a href="https://pubeurope.com/tags/annihilation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>annihilation</span></a> <a href="https://pubeurope.com/tags/ArtificialIntelligence" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ArtificialIntelligence</span></a> <a href="https://pubeurope.com/tags/chance" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>chance</span></a> <a href="https://pubeurope.com/tags/Concern" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Concern</span></a> <a href="https://pubeurope.com/tags/ElonMusk" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ElonMusk</span></a> <a href="https://pubeurope.com/tags/GoodOutcome" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>GoodOutcome</span></a> <a href="https://pubeurope.com/tags/human" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>human</span></a> <a href="https://pubeurope.com/tags/HumanIntelligence" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>HumanIntelligence</span></a> <a href="https://pubeurope.com/tags/Interview" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Interview</span></a> <a href="https://pubeurope.com/tags/LastYear" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>LastYear</span></a> <a href="https://pubeurope.com/tags/NextYear" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>NextYear</span></a> <a href="https://pubeurope.com/tags/OpenAI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>OpenAI</span></a> <a href="https://pubeurope.com/tags/other" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>other</span></a> <a href="https://pubeurope.com/tags/PodcastEpisode" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>PodcastEpisode</span></a> <a href="https://pubeurope.com/tags/probability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>probability</span></a></p>
-0--1-<p>We <a href="https://mastodon.social/tags/Whisper" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Whisper</span></a> our <a href="https://mastodon.social/tags/SelfishWhispers" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>SelfishWhispers</span></a> to our <a href="https://mastodon.social/tags/ImaginaryFriends" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ImaginaryFriends</span></a> to bend the laws of <a href="https://mastodon.social/tags/Physics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Physics</span></a> <a href="https://mastodon.social/tags/Chemistry" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Chemistry</span></a> <a href="https://mastodon.social/tags/Biology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Biology</span></a> &amp; <a href="https://mastodon.social/tags/Probability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Probability</span></a> to grant our <a href="https://mastodon.social/tags/SelfishDesires" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>SelfishDesires</span></a>. In <a href="https://mastodon.social/tags/ZombieJew" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ZombieJew</span></a>'s name <a href="https://mastodon.social/tags/WePray" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>WePray</span></a>. <a href="https://mastodon.social/tags/Amen" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Amen</span></a></p>
seadrift<p>Introduction to Stochastic Calculus<br><a href="https://jiha-kim.github.io/posts/introduction-to-stochastic-calculus/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">jiha-kim.github.io/posts/intro</span><span class="invisible">duction-to-stochastic-calculus/</span></a></p><p>"A beginner-friendly introduction to stochastic calculus, focusing on intuition and calculus-based derivations instead of heavy probability theory formalism."</p><p><a href="https://mas.to/tags/mathematics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>mathematics</span></a> <a href="https://mas.to/tags/statistics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>statistics</span></a> <a href="https://mas.to/tags/probability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>probability</span></a></p>
Sylvia Wenmackers 🦉🍀<p>The impact <a href="https://scholar.social/tags/probability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>probability</span></a> for <a href="https://scholar.social/tags/2024YR4" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>2024YR4</span></a> has been revised downward in the past days to well below 1%.</p><p>I wonder if showing how these impact probabilities change over time also helps to convince people that they should switch doors in the Monty Hall problem. 🚪🚪🐐</p><p>The analogy can be strengthened if you take into account that looking for the asteroid in a particular direction and *not* seeing it may also lower the impact probability. <a href="https://scholar.social/tags/PhilSci" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>PhilSci</span></a></p><p>Animation from <a href="https://blogs.esa.int/rocketscience/2025/02/04/asteroid-2024-yr4-latest-updates/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">blogs.esa.int/rocketscience/20</span><span class="invisible">25/02/04/asteroid-2024-yr4-latest-updates/</span></a></p>
Francois Dion<p>Music Tribe support asked me to send them a video to figure out what is going on. That;s a first for me. But I did, and I hope they figure out the issue with my behringer chaos. It is a clone of a Mutable Instruments Marbles, but no space saving like say, a uMarbles or Pachinko.</p><p><a href="https://mastodon.online/tags/eurorack" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>eurorack</span></a> <a href="https://mastodon.online/tags/modular" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>modular</span></a> <a href="https://mastodon.online/tags/synth" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>synth</span></a> <a href="https://mastodon.online/tags/sequencer" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>sequencer</span></a> <a href="https://mastodon.online/tags/random" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>random</span></a> <a href="https://mastodon.online/tags/probability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>probability</span></a> <a href="https://mastodon.online/tags/chaos" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>chaos</span></a> <a href="https://mastodon.online/tags/behringer" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>behringer</span></a> <a href="https://mastodon.online/tags/mutableinstruments" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>mutableinstruments</span></a> <a href="https://mastodon.online/tags/marbles" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>marbles</span></a> <a href="https://mastodon.online/tags/pachinko" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>pachinko</span></a></p>
Michael Höhle<p>‪I'm enjoying the free time from classes to finally write a blog post again:</p><p>Risky Risk Results - <a href="https://mhoehle.github.io/blog/2025/02/21/risk.html" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">mhoehle.github.io/blog/2025/02</span><span class="invisible">/21/risk.html</span></a></p><p>The work was inspired by a <a href="https://fosstodon.org/tags/Numberphile" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Numberphile</span></a> episode on erroneous calculations of the probabilities in the Game of Risk. </p><p><a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>rstats</span></a> <a href="https://fosstodon.org/tags/probability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>probability</span></a></p>
🐜🦅<p>Got the physical copies of my Cambridge element in the mail. A reminder that the whole book is free to download until the end of February: <a href="https://doi.org/10.1017/9781009210171" rel="nofollow noopener noreferrer" target="_blank"><span class="invisible">https://</span><span class="">doi.org/10.1017/9781009210171</span><span class="invisible"></span></a></p><p><a href="https://fediphilosophy.org/tags/probability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>probability</span></a> <a href="https://fediphilosophy.org/tags/philosophyofscience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>philosophyofscience</span></a> <a href="https://fediphilosophy.org/tags/confirmation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>confirmation</span></a> <a href="https://fediphilosophy.org/tags/induction" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>induction</span></a> <a href="https://fediphilosophy.org/tags/bayesian" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>bayesian</span></a></p>
T.C. Harris<p>I don&#39;t actually know what to put in an <a href="https://wandering.shop/tags/intro" class="mention hashtag" rel="tag">#<span>intro</span></a> post. </p><p>I am a person. I like cats and cooking, but I can&#39;t really smell or taste very much since COVID last year. </p><p>I have an unreasonable amount of education in a lot of different topics: <a href="https://wandering.shop/tags/history" class="mention hashtag" rel="tag">#<span>history</span></a> <a href="https://wandering.shop/tags/computing" class="mention hashtag" rel="tag">#<span>computing</span></a> <a href="https://wandering.shop/tags/science" class="mention hashtag" rel="tag">#<span>science</span></a> <a href="https://wandering.shop/tags/probability" class="mention hashtag" rel="tag">#<span>probability</span></a> <a href="https://wandering.shop/tags/latin" class="mention hashtag" rel="tag">#<span>latin</span></a> <a href="https://wandering.shop/tags/greek" class="mention hashtag" rel="tag">#<span>greek</span></a> <a href="https://wandering.shop/tags/italian" class="mention hashtag" rel="tag">#<span>italian</span></a> <a href="https://wandering.shop/tags/music" class="mention hashtag" rel="tag">#<span>music</span></a> <a href="https://wandering.shop/tags/programming" class="mention hashtag" rel="tag">#<span>programming</span></a> </p><p>I used to teach college students. Now I do not.</p><p>I follow the Cleveland Guardians and love the name change.</p>