Almost more significant than the success of Python is the growth of Jupyter Notebooks: “Data scientists and machine learning researchers commonly use the open source application for machine learning, data visualization, and more.”
https://jupyter-tutorial.readthedocs.io/en/latest/index.html#Python #Jupyter #Notebook #OpenSource #MachineLearning #DataViz #GitHubWhich Python dashboard library for which purpose?
We were left with only two candidates: Voilà and Panel:
https://jupyter-tutorial.readthedocs.io/en/latest/dashboards/voila-panel.html#DataViz #Python
Voilà vs. Panel
A major difference between Panel and Voilà lies in the processing of the notebooks: Voilà is based directly on the notebook format and transfers the entire output to the Voilà dashboard, whereas in...
Wir haben das deutschsprachige Jupyter-Tutorial 1.1.1 mit vielen Ergänzungen veröffentlicht. Genauere Infos erhaltet ihr im Changelog:
https://jupyter-tutorial.readthedocs.io/de/latest/whatsnew.html#Jupyter #JupyterLab #MySTWas ist neu?
1.1.1 🔖 Jupyter-Tutorial 1.1.1, ✏️ Fix PDF structure. 1.1.0 🔖 Jupyter-Tutorial 1.1.0, 📝 Add ‘What’s new’ section, 📝 Add Executable Books, 💄 Beautify the Jupyter overview, 📝 Add JupyterLab documenta...
Migrating GitHub Actions
GitLab CI/CD and GitHub Actions have some similarities in configuration, making migration to GitLab CI/CD relatively easy: Workflow configuration files are written in YAML and are stored in the rep...
We took a closer look at hermes today – it can significantly simplify the citation of research software:
https://jupyter-tutorial.readthedocs.io/en/latest/productive/cite/software.html#hermes#research #software
Cite software
James Howison and Julia Bullard listed the following examples in descending reputations in their 2016 article Software in the scientific literature: citing publications that describe the respective...
GitLab Package Registry
You can also publish your distribution packages in the package registry of your GitLab project and use them with both Pip and twine. Authentication: To authenticate to the GitLab Package Registry, ...
Section added to the secure maintenance and operation of Python applications following the rules of the OpenSSF Scorecard: https://jupyter-tutorial.readthedocs.io/en/latest/productive/security.html
#Python #itsec #OpenSSF @openssf
Security
In the previous chapters we have already given some hints that enable a safer operation. Here we want to summarise and expand the individual elements. In doing so, we will be guided by the OpenSSF ...
Licensing
In order for others to use your software, it should have one or more licences that describe the terms of use. Otherwise, it is likely to be protected by copyright. Authors are those who have origin...
