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SchreiniI’ve just deposited some Python code in a public codeberg repo 🚀 The modules are designed to simplify GUI creation with PySide6 (Qt), specifically tailored for handling quantities (with uncertainties). Perfect for anyone working on scientific or engineering applications where precision matters.🔗 <a href="https://codeberg.org/Cs137/QuanTables" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://codeberg.org/Cs137/QuanTables</a> Feel free to explore, fork, and contribute! 🛠️✨<a href="https://chaos.social/tags/Python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Python</a> <a href="https://chaos.social/tags/PySide6" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#PySide6</a> <a href="https://chaos.social/tags/Qt" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Qt</a> <a href="https://chaos.social/tags/pint" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#pint</a> <a href="https://chaos.social/tags/uncertainties" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#uncertainties</a> <a href="https://chaos.social/tags/UnPaAc" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#UnPaAc</a> <a href="https://chaos.social/tags/OpenSource" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#OpenSource</a> <a href="https://chaos.social/tags/codeberg" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#codeberg</a> <a href="https://chaos.social/tags/QuanTables" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#QuanTables</a>

Michael HerbstHello <a href="https://social.epfl.ch/tags/fediverse" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#fediverse</a> <a href="https://social.epfl.ch/tags/introduction" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#introduction</a>I'm Michael, professor in the institutes of <a href="https://social.epfl.ch/tags/mathematics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#mathematics</a> and <a href="https://social.epfl.ch/tags/materials" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#materials</a> science and head of the <a href="https://social.epfl.ch/@MatMat" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@MatMat</a> group at <a href="https://social.epfl.ch/tags/EPFL" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#EPFL</a>.I work on the <a href="https://social.epfl.ch/tags/atomistic" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#atomistic</a> simulations of materials, mainly density-functional theory (DFT) methods, understanding <a href="https://social.epfl.ch/tags/simulation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#simulation</a> errors and <a href="https://social.epfl.ch/tags/uncertainties" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#uncertainties</a> in predicted materials properties.I use techniques from <a href="https://social.epfl.ch/tags/physics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#physics</a> <a href="https://social.epfl.ch/tags/computerscience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#computerscience</a> <a href="https://social.epfl.ch/tags/machinelearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#machinelearning</a> and develop related <a href="https://social.epfl.ch/tags/julia" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#julia</a> packages such as the density-functional toolkit (<a href="https://social.epfl.ch/tags/dftk" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#dftk</a>).

Europe Says<a href="https://www.europesays.com/1865897/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.europesays.com/1865897/</a> BMW says it will review timing of electric Mini production in UK <a href="https://pubeurope.com/tags/BMW" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#BMW</a> <a href="https://pubeurope.com/tags/GreatBritain" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GreatBritain</a> <a href="https://pubeurope.com/tags/MiniProduction" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#MiniProduction</a> <a href="https://pubeurope.com/tags/Oxford" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Oxford</a> <a href="https://pubeurope.com/tags/uncertainties" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#uncertainties</a> <a href="https://pubeurope.com/tags/UnitedKingdom" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#UnitedKingdom</a>

SchreiniThe <a href="https://chaos.social/tags/UnPaAc" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#UnPaAc</a> package is now available on <a href="https://chaos.social/tags/PyPI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#PyPI</a>. One advantage compared to <a href="https://chaos.social/tags/pint" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#pint</a> and <a href="https://chaos.social/tags/uncertainties" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#uncertainties</a> (including their <a href="https://chaos.social/tags/pandas" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#pandas</a> integrations) is, that it allows to store and restore DataFrames with Series containing <a href="https://chaos.social/tags/units" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#units</a> and uncertainties to/from csv files. An example workflow of this procedure is described in the package's readme file: <a href="https://codeberg.org/Cs137/UnPaAc#save-a-dataframe-to-csv-and-restore-dataframe-from-csv" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://codeberg.org/Cs137/UnPaAc#save-a-dataframe-to-csv-and-restore-dataframe-from-csv</a><a href="https://chaos.social/tags/python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#python</a>

SchreiniI created accessors which simplify working with <a href="https://chaos.social/tags/uncertainties" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#uncertainties</a> and <a href="https://chaos.social/tags/units" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#units</a> in <a href="https://chaos.social/tags/pandas" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#pandas</a> objects. Since the weekend was to short, the package is not ready for a <a href="https://chaos.social/tags/pypi" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#pypi</a> deposition yet, but available via the <a href="https://chaos.social/tags/codeberg" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#codeberg</a> repo: <a href="https://codeberg.org/Cs137/UnPaAc" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://codeberg.org/Cs137/UnPaAc</a>Feedback appreciated 🙂 <a href="https://chaos.social/tags/python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#python</a> <a href="https://chaos.social/tags/pint" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#pint</a> <a href="https://chaos.social/tags/UnPaAc" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#UnPaAc</a>

Miki :rstats:<a href="https://techhub.social/tags/Day25" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Day25</a> of the <a href="https://techhub.social/tags/30DayChartChallenge" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#30DayChartChallenge</a>, <a href="https://techhub.social/tags/GlobalChange" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GlobalChange</a> first day of <a href="https://techhub.social/tags/Uncertainties" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Uncertainties</a>🐻‍❄️🧊Sea Ice Extent in the Arctic between 1980 and 2023 📂: <a href="https://t.ly/lArEs" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://t.ly/lArEs</a><a href="https://techhub.social/tags/rstats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#rstats</a> <a href="https://techhub.social/tags/ggplot2" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ggplot2</a> <a href="https://techhub.social/tags/Arctic" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Arctic</a> <a href="https://techhub.social/tags/SeaIce" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#SeaIce</a> <a href="https://techhub.social/tags/dataviz" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#dataviz</a>

Daniele de Rigo6/Comments in <a href="https://www.theguardian.com/environment/2023/jul/25/gulf-stream-could-collapse-as-early-as-2025-study-suggests" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.theguardian.com/environment/2023/jul/25/gulf-stream-could-collapse-as-early-as-2025-study-suggests</a>Peter Ditlevsen coauthor of [1]: "would be a very, very large change. The <a href="https://hostux.social/tags/Amoc" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Amoc</a> has not been shut off for 12,000 years"Niklas Boers author of [2]: "<a href="https://hostux.social/tags/uncertainties" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#uncertainties</a> are too large to make any reliable estimate of the time of <a href="https://hostux.social/tags/tipping" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#tipping</a>"<a href="https://fediscience.org/@rahmstorf" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@rahmstorf</a>: from single study "limited evidence, but when multiple approaches have led to similar conclusions this must be taken very seriously [...] talking about a risk that we really want to rule out with 99.9% certainty"

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