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EuroSciPy<p>93/97<br>Yes, we DO believe it's time for beginners to learn about type annotations. It was once considered an advanced topic, especially in <a href="https://fosstodon.org/tags/ScientificPython" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ScientificPython</span></a>. Well, not anymore!</p>
EuroSciPy<p>90/97<br>The beginner track is evolving! It's not enough to talk about NumPy anymore. Many beginners start right with <a href="https://fosstodon.org/tags/dataframes" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>dataframes</span></a>, because more &amp; more <a href="https://fosstodon.org/tags/ScientificPython" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ScientificPython</span></a> libraries support them out of the box.</p>
EuroSciPy<p>89/97<br>By looking at the tutorials before and after theirs, the beginner track Tutors can build on previous topics and set the stage for what's next, creating a cohesive onboarding experience into <a href="https://fosstodon.org/tags/ScientificPython" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ScientificPython</span></a>.</p>
EuroSciPy<p>64/97<br>A special note on our 'Education, Diversity &amp; Outreach' track: while talks here don't require deep Python or domain knowledge, they must be relevant to the <a href="https://fosstodon.org/tags/ScientificPython" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ScientificPython</span></a> community.</p>
EuroSciPy<p>1/97<br>This year, we revamped our CfP categories to better reflect the <a href="https://fosstodon.org/tags/ScientificPython" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ScientificPython</span></a> landscape. We've created a broad "Computational Tools &amp; Scientific Python Infrastructure" track, consolidating topics like visualization, arrays, and data frames. 💻</p>
EuroSciPy<p>🌟 Beginner Tutorial Alert at <a href="https://fosstodon.org/tags/EuroSciPy2025" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EuroSciPy2025</span></a>:</p><p>Deploy your Machine Learning model with FastAPI<br>📣 With Cheuk Ting Ho</p><p>Learn to:<br>🔹 Build an API for your pre-trained ML model<br>🔄 Design retraining workflows<br>🪄 Move from prototype to production-ready service<br>🛠️ Package in Docker &amp; deploy to the cloud</p><p>Perfect for data scientists new to FastAPI or ML deployment.</p><p>📍 Kraków | 🗓️ August 18–22 <br>🗓️ <a href="https://euroscipy.org/schedule" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">euroscipy.org/schedule</span><span class="invisible"></span></a></p><p><a href="https://fosstodon.org/tags/FastAPI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>FastAPI</span></a> <a href="https://fosstodon.org/tags/Python" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Python</span></a> <a href="https://fosstodon.org/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://fosstodon.org/tags/MLOps" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MLOps</span></a> <a href="https://fosstodon.org/tags/DataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataScience</span></a> <a href="https://fosstodon.org/tags/ScientificPython" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ScientificPython</span></a></p>
EuroSciPy<p>🚨 Tutorial at <a href="https://fosstodon.org/tags/EuroSciPy2025" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EuroSciPy2025</span></a>: Skrub – Machine Learning for DataFrames</p><p>Skrub bridges the gap between your Pandas/Polars tables and scikit-learn pipelines, making preprocessing of tabular data:</p><p>Easier, Consistent, Less error-prone</p><p>Presented by Guillaume Lemaitre, Jérôme Dockès &amp; Riccardo Cappuzzo.</p><p>📍 Kraków | August 18–22<br>📆 <a href="https://euroscipy.org/schedule" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">euroscipy.org/schedule</span><span class="invisible"></span></a><br>🎟️ <a href="https://euroscipy.org/tickets/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">euroscipy.org/tickets/</span><span class="invisible"></span></a> <br><a href="https://fosstodon.org/tags/Skrub" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Skrub</span></a> <a href="https://fosstodon.org/tags/DataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataScience</span></a> <a href="https://fosstodon.org/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://fosstodon.org/tags/ScientificPython" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ScientificPython</span></a></p>
EuroSciPy<p>🚨 Last call! Today is the FINAL day to get your <a href="https://fosstodon.org/tags/EuroSciPy2025" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EuroSciPy2025</span></a> tickets at Early Bird rates! </p><p>Don’t miss out on savings and your chance to join Europe’s leading <a href="https://fosstodon.org/tags/ScientificPython" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ScientificPython</span></a> community.</p><p>Choose your ticket and join us for tutorials, talks, and sprints.</p><p>Act now! 👉 euroscipy.org/tickets</p><p><a href="https://fosstodon.org/tags/EuroSciPy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EuroSciPy</span></a> <a href="https://fosstodon.org/tags/Python" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Python</span></a> <a href="https://fosstodon.org/tags/EarlyBird" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EarlyBird</span></a> <a href="https://fosstodon.org/tags/LastChance" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LastChance</span></a> <a href="https://fosstodon.org/tags/Conference" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Conference</span></a></p>
EuroSciPy<p>📊 Want to level up your Python data visualization skills?</p><p>Join Stefanie Molin at <a href="https://fosstodon.org/tags/EuroSciPy2025" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EuroSciPy2025</span></a> for a beginner-friendly tutorial:<br>"Beyond the Basics: Data Visualization in Python"</p><p>✅ Learn Matplotlib<br>✅ Create beautiful charts<br>✅ Explore interactivity with HoloViz &amp; Bokeh</p><p>Perfect for newcomers—no prior experience required!</p><p>📅 Aug 18–22 in Kraków<br>🎟️ <a href="https://euroscipy.org/tickets" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">euroscipy.org/tickets</span><span class="invisible"></span></a><br><a href="https://fosstodon.org/tags/Python" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Python</span></a> <a href="https://fosstodon.org/tags/DataViz" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataViz</span></a> <a href="https://fosstodon.org/tags/Matplotlib" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Matplotlib</span></a> <a href="https://fosstodon.org/tags/ScientificPython" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ScientificPython</span></a> <a href="https://fosstodon.org/tags/EuroSciPy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EuroSciPy</span></a></p>
EuroSciPy<p>📣 First <a href="https://fosstodon.org/tags/EuroSciPy2025" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EuroSciPy2025</span></a> keynote announced:<br>🧠 Anna Lührs – deputy lead at JSC and co-founder of JuWinHPC!</p><p>In her talk “Women in HPC – Breaking Barriers and Shaping the Future,” she’ll share:</p><p>Her journey from MaTSE apprentice to HPC leadership</p><p>How JuWinHPC is building inclusive networks</p><p>Why diversity is key to scientific progress</p><p>📍 Kraków, Aug 18–22<br>🎟️ <a href="https://euroscipy.org/tickets" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">euroscipy.org/tickets</span><span class="invisible"></span></a><br><a href="https://fosstodon.org/tags/WomenInHPC" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>WomenInHPC</span></a> <a href="https://fosstodon.org/tags/ScientificPython" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ScientificPython</span></a></p>
EuroSciPy<p>🗓️ The Preliminary Schedule is Out! 🎉</p><p>The wait is (mostly) over — the EuroSciPy 2025 schedule is now live!<br>Check out the exciting lineup of talks, tutorials, and events already confirmed:<br>👉 euroscipy.org/schedule</p><p>🔍 While most sessions are up, we’re still finalizing a few more — so stay tuned as we continue to add the finishing touches!</p><p>📅 EuroSciPy 2025<br>🗓️ 18–22 August | 📍 Kraków, Poland<br>🎟️ Don’t miss out: euroscipy.org/tickets</p><p><a href="https://fosstodon.org/tags/EuroSciPy2025" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EuroSciPy2025</span></a> <a href="https://fosstodon.org/tags/ScientificPython" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ScientificPython</span></a></p>
EuroSciPy<p>🧠 Did you know...? 🤔<br>This year’s EuroSciPy 2025 is set in a city of extraordinary heritage and creativity: Kraków!<br>✨ Poland’s first UNESCO World Heritage Site<br>📚 A UNESCO City of Literature</p><p>From the historic streets of the Old Town to the inspiring halls of learning, Kraków is where past and progress meet—and this August, where the scientific Python community unites. 🐍</p><p>📅 Date: 18–22 August, 2025<br>🎟️ Tickets: euroscipy.org/tickets</p><p><a href="https://fosstodon.org/tags/EuroSciPy2025" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EuroSciPy2025</span></a> <a href="https://fosstodon.org/tags/ScientificPython" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ScientificPython</span></a>#PythonCommunity</p>
EuroSciPy<p>🧠 Did you know...? 🤔<br>In the heart of Kraków’s vast medieval Market Square stands Sukiennice—the Cloth Hall 🏛️<br>A pearl of Renaissance architecture and Kraków’s oldest commercial centre, it has been a hub of innovation and exchange since the 13th century!</p><p>📅 Dates: 18–22 August, 2025<br>🎟️ Tickets: euroscipy.org/tickets</p><p>See you there! 🐍 </p><p><a href="https://fosstodon.org/tags/EuroSciPy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EuroSciPy</span></a> <a href="https://fosstodon.org/tags/ScientificPython" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ScientificPython</span></a> <a href="https://fosstodon.org/tags/PythonCommunity" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PythonCommunity</span></a></p>
EuroSciPy<p>🧠 Did you know...? 🤔<br>Kraków’s Market Square is the largest medieval commercial square in Europe! A place where merchants once traded goods, and this August, where minds will trade ideas. 💡✨</p><p>📅 Date: 18–22 August, 2025<br>🎟️ Tickets: euroscipy.org/tickets</p><p>Whether you're deep into SciPy or just exploring the world of scientific Python, EuroSciPy 2025 in Kraków is where the community gathers to connect, learn, and inspire.</p><p><a href="https://fosstodon.org/tags/EuroSciPy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EuroSciPy</span></a> <a href="https://fosstodon.org/tags/ScientificPython" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ScientificPython</span></a> <a href="https://fosstodon.org/tags/PythonCommunity" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PythonCommunity</span></a></p>
EuroSciPy<p>⏳ Last Call for Financial Aid! ⏳</p><p>Today is the final day to apply for financial aid for EuroSciPy 2025!</p><p>We’re offering support to help make the conference more accessible for students, researchers, and community members who need it.</p><p>🗓️ Deadline: Tonight!<br>📍 Apply here: <a href="https://euroscipy.org/finaid/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">euroscipy.org/finaid/</span><span class="invisible"></span></a> </p><p>Let’s make EuroSciPy 2025 inclusive, diverse, and inspiring. See you there! 🐍💡</p><p><a href="https://fosstodon.org/tags/EuroSciPy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EuroSciPy</span></a> <a href="https://fosstodon.org/tags/ScientificPython" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ScientificPython</span></a> <a href="https://fosstodon.org/tags/PythonCommunity" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PythonCommunity</span></a> <a href="https://fosstodon.org/tags/FinancialAid" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>FinancialAid</span></a> <a href="https://fosstodon.org/tags/OpenScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenScience</span></a></p>
PyCon AU<p>📢 Call for Proposals 🐍🧪</p><p>Using Python in science? Whether it’s tools, libraries, or real-world applications — if it’s science and Python, we want to hear it.</p><p>🗓 Submit here: <a href="https://2025.pycon.org.au/program/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">2025.pycon.org.au/program/</span><span class="invisible"></span></a> </p><p> Let’s highlight the power of Python in science!</p><p><a href="https://mastodon.pycon.org.au/tags/PyConAU" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PyConAU</span></a> <a href="https://mastodon.pycon.org.au/tags/ScientificPython" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ScientificPython</span></a> <a href="https://mastodon.pycon.org.au/tags/PythonInScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PythonInScience</span></a></p>
Clément Robert<p><a href="https://ieji.de/tags/NumPy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NumPy</span></a> just started publishing nightly builds for <a href="https://ieji.de/tags/Python" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Python</span></a> 3.14 (and 3.14t) ! Time for the <a href="https://ieji.de/tags/scientificPython" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>scientificPython</span></a> ecosystem to start testing this year’s edition !</p><p>Set PIP_EXTRA_INDEX (or UV_INDEX) to <a href="https://pypi.anaconda.org/scientific-python-nightly-wheels/simple/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">pypi.anaconda.org/scientific-p</span><span class="invisible">ython-nightly-wheels/simple/</span></a><br>With <a href="https://ieji.de/tags/astraluv" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>astraluv</span></a>, you might also need UV_INDEX_STRATEGY=unsafe-best-match to easily combine dependencies from multiple indexes.</p>
Scientific Python<p>🚀Last week, the <a href="https://fosstodon.org/tags/ScientificPython" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ScientificPython</span></a> Developer Summit brought together 32 package maintainers from across the ecosystem at eScience UW in Seattle!</p><p>✨It was a great opportunity to collaborate on improving the tools that power scientific Python research.🧑🏽‍💻</p><p>Thanks to everyone that was part of this great event. 🧡</p>
EuroSciPy<p>🚨 Financial Aid Deadline Extended! 🚨</p><p>If you need support to join us in Krakow, now’s your chance to apply. We’re committed to making EuroSciPy accessible to as many participants as possible, especially students and researchers who need a hand.</p><p>📅 New Deadline: 30th of May <br>💻 Apply here: <a href="https://euroscipy.org/finaid/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">euroscipy.org/finaid/</span><span class="invisible"></span></a> </p><p>See you there! 🐍✨</p><p><a href="https://fosstodon.org/tags/EuroSciPy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EuroSciPy</span></a> <a href="https://fosstodon.org/tags/Python" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Python</span></a> <a href="https://fosstodon.org/tags/ScientificPython" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ScientificPython</span></a> <a href="https://fosstodon.org/tags/FinancialAid" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>FinancialAid</span></a> <a href="https://fosstodon.org/tags/OpenScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenScience</span></a> <a href="https://fosstodon.org/tags/Community" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Community</span></a></p>
EuroSciPy<p>Advancing probabilistic programming for scientific applications?</p><p><a href="https://fosstodon.org/tags/EuroSciPy2025" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EuroSciPy2025</span></a> welcomes original research on Bayesian methods, MCMC algorithms, and statistical modeling in <a href="https://fosstodon.org/tags/Python" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Python</span></a>.</p><p>Submit your work as tutorials, talks, or posters!</p><p><a href="https://fosstodon.org/tags/BayesianStatistics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>BayesianStatistics</span></a> <a href="https://fosstodon.org/tags/ScientificPython" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ScientificPython</span></a> <a href="https://fosstodon.org/tags/PyMC" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PyMC</span></a> <a href="https://fosstodon.org/tags/PyStan" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PyStan</span></a> <a href="https://fosstodon.org/tags/EuroSciPy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EuroSciPy</span></a></p>