Today is our last day at PyConDE (@pyconde@fosstodon.org). We’re looking forward to having lots more interesting conversations with you, whether there are any new developments in research software using Python or on LLM coding agents
#PyConDE #RSE #Python #AI #LLM
Python for Data Science
@Python4DataScience@mastodon.social
mastodon
4.6.0-nightly.2026-04-17
Teaching materials for the cusy training courses on a Python-based data science workflow: https://cusy.io/en/seminars
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Python for Data Science
@Python4DataScience@mastodon.social
Teaching materials for the cusy training courses on a Python-based data science workflow: https:// cusy.io/en/seminars
mastodon.social
Python for Data Science
@Python4DataScience@mastodon.social
Teaching materials for the cusy training courses on a Python-based data science workflow: https:// cusy.io/en/seminars
mastodon.social
@Python4DataScience@mastodon.social
·
2d ago
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Python for Data Science
@Python4DataScience@mastodon.social
Teaching materials for the cusy training courses on a Python-based data science workflow: https:// cusy.io/en/seminars
mastodon.social
Python for Data Science
@Python4DataScience@mastodon.social
Teaching materials for the cusy training courses on a Python-based data science workflow: https:// cusy.io/en/seminars
mastodon.social
@Python4DataScience@mastodon.social
·
Apr 11, 2026
Final preparations for PyConDE & PyData next week in Darmstadt. We’d love to see you there. Please feel free to arrange a meeting with us:
https://cusy.io/en/about/events/pyconde-darmstadt-2026.html
@pyconde@fosstodon.org #Python #PyData
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Python for Data Science
@Python4DataScience@mastodon.social
Teaching materials for the cusy training courses on a Python-based data science workflow: https:// cusy.io/en/seminars
mastodon.social
Python for Data Science
@Python4DataScience@mastodon.social
Teaching materials for the cusy training courses on a Python-based data science workflow: https:// cusy.io/en/seminars
mastodon.social
@Python4DataScience@mastodon.social
·
Apr 07, 2026
We have analysed the attacks on the software supply chains of LiteLLM and Telnyx and now recommend dependency cooldowns alongside immutable references, trusted publishers and digital attestations to secure deployments:
• https://python-basics-tutorial.readthedocs.io/en/latest/packs/publish.html#securing-the-release-workflow
• https://python-basics-tutorial.readthedocs.io/en/latest/packs/apps.html#updating-the-python-environment
#Python #ITSec #DevSecOps #SupplyChain
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Python for Data Science
@Python4DataScience@mastodon.social
Teaching materials for the cusy training courses on a Python-based data science workflow: https:// cusy.io/en/seminars
mastodon.social
Python for Data Science
@Python4DataScience@mastodon.social
Teaching materials for the cusy training courses on a Python-based data science workflow: https:// cusy.io/en/seminars
mastodon.social
@Python4DataScience@mastodon.social
·
Mar 23, 2026
We have now significantly expanded our collection of open data and organised it by topic: https://www.python4data.science/en/latest/data-processing/opendata.html
#Python #DataScience #OpenData #Agriculture #Biology #Chemistry #Climate #Weather #ComputerNetwork #Energy #Finance #GeoScience #Healthcare #ImageProcessing #Medicine #NaturalLanguageProcessing #NeuroScience #Physics #SocialScience #Transport #Traffic
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Python for Data Science
@Python4DataScience@mastodon.social
Teaching materials for the cusy training courses on a Python-based data science workflow: https:// cusy.io/en/seminars
mastodon.social
Python for Data Science
@Python4DataScience@mastodon.social
Teaching materials for the cusy training courses on a Python-based data science workflow: https:// cusy.io/en/seminars
mastodon.social
@Python4DataScience@mastodon.social
·
Mar 11, 2026
We are a community sponsor of the @pyconde@fosstodon.org and would love to meet you at the conference.
#Python #DataScience
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Python for Data Science
@Python4DataScience@mastodon.social
Teaching materials for the cusy training courses on a Python-based data science workflow: https:// cusy.io/en/seminars
mastodon.social
Python for Data Science
@Python4DataScience@mastodon.social
Teaching materials for the cusy training courses on a Python-based data science workflow: https:// cusy.io/en/seminars
mastodon.social
@Python4DataScience@mastodon.social
·
Feb 26, 2026
Since tox 4.44.0, tox.ini has been frozen. Only the toml configuration is supported for further development. We have therefore updated our tutorial accordingly: https://python-basics-tutorial.readthedocs.io/en/latest/test/tox.html #Python #testing #tox
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Python for Data Science
@Python4DataScience@mastodon.social
Teaching materials for the cusy training courses on a Python-based data science workflow: https:// cusy.io/en/seminars
mastodon.social
Python for Data Science
@Python4DataScience@mastodon.social
Teaching materials for the cusy training courses on a Python-based data science workflow: https:// cusy.io/en/seminars
mastodon.social
@Python4DataScience@mastodon.social
·
Feb 18, 2026
We are pleased that we were able to develop an idea on how to better deal with LLM agents in the future.
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Python for Data Science
@Python4DataScience@mastodon.social
Teaching materials for the cusy training courses on a Python-based data science workflow: https:// cusy.io/en/seminars
mastodon.social
Python for Data Science
@Python4DataScience@mastodon.social
Teaching materials for the cusy training courses on a Python-based data science workflow: https:// cusy.io/en/seminars
mastodon.social
@Python4DataScience@mastodon.social
·
Feb 11, 2026
We analyse the memory consumption of our applications with memray and also monitor it continuously with pytest-memray: https://python4data.science/en/latest/performance/memray.html
#Python
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Python for Data Science
@Python4DataScience@mastodon.social
Teaching materials for the cusy training courses on a Python-based data science workflow: https:// cusy.io/en/seminars
mastodon.social
Python for Data Science
@Python4DataScience@mastodon.social
Teaching materials for the cusy training courses on a Python-based data science workflow: https:// cusy.io/en/seminars
mastodon.social
@Python4DataScience@mastodon.social
·
Feb 09, 2026
Git 2.53 provides faster insights into the repository structure with 'git repo structure'. However, to better understand this, it is helpful to be more familiar with the inner workings of Git. That is why we have expanded our tutorial to include Git data and storage models: https://www.python4data.science/en/latest/productive/git/advanced/internals.html
#Git
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Python for Data Science
@Python4DataScience@mastodon.social
Teaching materials for the cusy training courses on a Python-based data science workflow: https:// cusy.io/en/seminars
mastodon.social
Python for Data Science
@Python4DataScience@mastodon.social
Teaching materials for the cusy training courses on a Python-based data science workflow: https:// cusy.io/en/seminars
mastodon.social
@Python4DataScience@mastodon.social
·
Jan 19, 2026
The section on performance measurements and finding bottlenecks has been significantly expanded to include cProfile/profiling.tracing, tprof, and profiling.sampling/Tachyon: https://www.python4data.science/en/latest/performance/index.html#performance-measurements
#Python #Performance
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Python for Data Science
@Python4DataScience@mastodon.social
Teaching materials for the cusy training courses on a Python-based data science workflow: https:// cusy.io/en/seminars
mastodon.social
Python for Data Science
@Python4DataScience@mastodon.social
Teaching materials for the cusy training courses on a Python-based data science workflow: https:// cusy.io/en/seminars
mastodon.social
@Python4DataScience@mastodon.social
·
Jan 16, 2026
We have updated the documentation section with references to README, CONTRIBUTING, CHANGELOG, etc.
https://python-basics-tutorial.readthedocs.io/en/latest/document/
#Python #Documentation
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Python for Data Science
@Python4DataScience@mastodon.social
Teaching materials for the cusy training courses on a Python-based data science workflow: https:// cusy.io/en/seminars
mastodon.social
Python for Data Science
@Python4DataScience@mastodon.social
Teaching materials for the cusy training courses on a Python-based data science workflow: https:// cusy.io/en/seminars
mastodon.social
@Python4DataScience@mastodon.social
·
Jan 07, 2026
We have updated the FastAPI extensions. It is very surprising to us that millions of extensions are being downloaded that have not been updated for over a year.
https://www.python4data.science/en/latest/data-processing/apis/fastapi/extensions.html
@FastAPI@fosstodon.org
#Python #FastAPI #REST
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Python for Data Science
@Python4DataScience@mastodon.social
Teaching materials for the cusy training courses on a Python-based data science workflow: https:// cusy.io/en/seminars
mastodon.social
Python for Data Science
@Python4DataScience@mastodon.social
Teaching materials for the cusy training courses on a Python-based data science workflow: https:// cusy.io/en/seminars
mastodon.social
@Python4DataScience@mastodon.social
·
Nov 17, 2025
We have updated the section on pytest with many exciting use cases
* on command line options
* on generating markers
* and on parameterising exceptions
https://python-basics-tutorial.readthedocs.io/en/latest/test/pytest/index.html
#Python #Testing #pytest
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Python for Data Science
@Python4DataScience@mastodon.social
Teaching materials for the cusy training courses on a Python-based data science workflow: https:// cusy.io/en/seminars
mastodon.social
Python for Data Science
@Python4DataScience@mastodon.social
Teaching materials for the cusy training courses on a Python-based data science workflow: https:// cusy.io/en/seminars
mastodon.social
@Python4DataScience@mastodon.social
·
Oct 21, 2025
We have updated our tutorial to data management with DVC. It also allows you to create lightweight data science and data modelling workflows and execute them in a parameterised manner: https://www.python4data.science/en/latest/productive/dvc/
#Data #Versioncontrol #Git #DataScience #Modeling #Python #MLOps
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