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Christian MeestersInterested in <a href="https://fediscience.org/tags/MPI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#MPI</a> and <a href="https://fediscience.org/tags/OpenMP" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#OpenMP</a> parallel programming to speed up your scientific applications written in <a href="https://fediscience.org/tags/C" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#C</a>, <a href="https://fediscience.org/tags/Cpp" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Cpp</a>, <a href="https://fediscience.org/tags/Fortran" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Fortran</a> or <a href="https://fediscience.org/tags/Python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Python</a> (with <a href="https://fediscience.org/tags/numpy" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#numpy</a>)?Attend our course in <a href="https://fediscience.org/tags/Mainz" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Mainz</a> at the Johannes Gutenberg University (<a href="https://fediscience.org/tags/JGU" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#JGU</a>) for a 4-day course from 1. April to 4. April 2025!See our announcement page for further details and to register: <a href="https://indico.zdv.uni-mainz.de/event/34/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://indico.zdv.uni-mainz.de/event/34/</a>Note, it is an on-site course.<a href="https://fediscience.org/tags/RSE" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#RSE</a> <a href="https://fediscience.org/tags/HPC" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#HPC</a> <a href="https://fediscience.org/tags/scientificsoftware" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#scientificsoftware</a>

M. GrégoireLast week, I was working on a <a href="https://cosocial.ca/tags/Jupyter" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Jupyter</a> notebook for work. I wanted to define a function using <a href="https://cosocial.ca/tags/Numpy" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Numpy</a> piecewise, that would return a string ('Class 3', for instance) depending on where along the girder I was considering [0]. But I got an error: piecewise couldn't return a string.<a href="https://cosocial.ca/tags/Copilot" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Copilot</a> gave me an example of <a href="https://cosocial.ca/tags/Python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Python</a> code doing what I wanted. It looked reasonable, but it didn't work. An <a href="https://cosocial.ca/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AI</a> hallucination?[0] Because the bottom flange is thicker in the pier region, if you'd like to know.

M. GrégoireBeen working on a <a href="https://cosocial.ca/tags/Jupyter" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Jupyter</a> notebook for design of composite steel girder bridges. Nearing completion.Today I ran into a strange bug using <a href="https://cosocial.ca/tags/Numpy" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Numpy</a> piecewise. When I evaluated the function at one of the values where it changed from one result to another, the result was -2^31 mm^4, rather than the correct positive value a few orders of magnitude greater. I found a workaround...<a href="https://cosocial.ca/tags/engineering" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#engineering</a>

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M. GrégoireI use the <a href="https://cosocial.ca/tags/Python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Python</a> library <a href="https://cosocial.ca/tags/Pint" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Pint</a> to integrate units into my <a href="https://cosocial.ca/tags/engineering" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#engineering</a> calculations. In general, it works well with <a href="https://cosocial.ca/tags/NumPy" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#NumPy</a>, but I discovered yesterday that units are lost when using the "piecewise" function on an array with units.Possibly the problem would be solved if I upgraded to the latest versions of Pint and NumPy; both have seen a lot of development in recent years. But I won't depend upon NumPy > v.2.0 until it's been released in Debian Stable.

Alexandre B A Villares 🐍<a href="https://ciberlandia.pt/tags/Python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Python</a> for <a href="https://ciberlandia.pt/tags/DataAnalysis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DataAnalysis</a>: <a href="https://ciberlandia.pt/tags/DataWrangling" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DataWrangling</a> with <a href="https://ciberlandia.pt/tags/pandas" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#pandas</a>, <a href="https://ciberlandia.pt/tags/NumPy" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#NumPy</a>, and <a href="https://ciberlandia.pt/tags/Jupyter" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Jupyter</a> 3rd edition openly available at <a href="https://wesmckinney.com/book/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://wesmckinney.com/book/</a>

Tommi 🤯Mastodon.social alt text analysis report! 🧐Me and my friend Cristal just published <a href="https://github.com/alterism/mastodon-alt-text" rel="nofollow noopener noreferrer" target="_blank">a report</a> on image description usage on mastodon.social, as a group project for the <a href="https://ois2.tlu.ee/tluois/subject/ULP6613-23265" rel="nofollow noopener noreferrer" target="_blank">Introduction to Data Science</a> course of the <a href="https://aissprogram.eu" rel="nofollow noopener noreferrer" target="_blank">Artificial Intelligence and Sustainable Societies</a> Erasmus Mundus Joint Master program.Thoughts and feedback are welcome 💕A huge thanks to <a href="https://stefanbohacek.online/@stefan" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@stefan</a> for publishing <a href="https://www.kaggle.com/datasets/fourtonfish/mastodon-social-alt-text-use-by-client-app" rel="nofollow noopener noreferrer" target="_blank">the dataset</a> on which we based our analysis!NOTE: We are absolutely aware that the report has very little actual relevance, as the dataset contains a super limited amount of posts from one instance only. It was mainly an experimentation to test our data analysis skills.<a href="https://pan.rent/tags/a11ty" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#a11ty</a> <a href="https://pan.rent/tags/accessibility" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#accessibility</a> <a href="https://pan.rent/tags/alttext" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#alttext</a> <a href="https://pan.rent/tags/mastodon" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#mastodon</a> <a href="https://pan.rent/tags/mastodonsocial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#mastodonsocial</a> <a href="https://pan.rent/tags/report" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#report</a> <a href="https://pan.rent/tags/dataScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#dataScience</a> <a href="https://pan.rent/tags/JupyterLab" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#JupyterLab</a> <a href="https://pan.rent/tags/JupyterNotebook" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#JupyterNotebook</a> <a href="https://pan.rent/tags/Python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Python</a> <a href="https://pan.rent/tags/pandas" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#pandas</a> <a href="https://pan.rent/tags/MatPlotLib" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#MatPlotLib</a> <a href="https://pan.rent/tags/NumPy" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#NumPy</a>

AaronIs there anyone out there who could use a highly skilled and experienced ML Engineer or Python programmer for a short-term project? The job market is abysmal, so I'm willing to work on the cheap in a contracted role. I'm also interested in actual full time work, if you know of any opportunities.Please boost for reach.<a href="https://techhub.social/tags/GetFediHired" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GetFediHired</a> <a href="https://techhub.social/tags/GetFediBHired" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GetFediBHired</a> <a href="https://techhub.social/tags/Python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Python</a> <a href="https://techhub.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#MachineLearning</a> <a href="https://techhub.social/tags/TensorFlow" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#TensorFlow</a> <a href="https://techhub.social/tags/Torch" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Torch</a> <a href="https://techhub.social/tags/NumPy" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#NumPy</a> <a href="https://techhub.social/tags/SQL" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#SQL</a> <a href="https://techhub.social/tags/NLP" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#NLP</a> <a href="https://a.gup.pe/u/machinelearning" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@machinelearning</a>

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