TILens Daily Edition
2026-10-17
Filters: topic=python, github=hidden

Stats: 16 articles, 7 sources, 2 research papers
Top topics: Python, AI, Django

## News

- How to Create a Django Project
  Source: real-python
  Topic: Python (+Django)
  URL: https://realpython.com/django-setup/

- Python's Instance, Class, and Static Methods Demystified
  Source: real-python
  Topic: Python
  URL: https://realpython.com/instance-class-and-static-methods-demystified/

- The Best IDEs and Code Editors for Python (Guide)
  Source: real-python
  Topic: Python
  URL: https://realpython.com/python-ides-code-editors-guide/

- Python Histogram Plotting: NumPy, Matplotlib, pandas & Seaborn
  Source: real-python
  Topic: Python
  URL: https://realpython.com/python-histograms/

- Quiz: Python's .__call__() Method: Creating Callable Instances
  Source: real-python
  Topic: Python
  URL: https://realpython.com/quizzes/python-callable-instances/

- Decoding base64 in Python at 10 gigabytes per second
  Source: python-weekly
  Topic: Python
  URL: https://lemire.me/blog/2026/10/17/decoding-base64-in-python-at-10-gigabytes-per-second/

## Research

- The Number Your Quantization Gate Doesn't Have
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/the-number-your-quantization-gate-doesnt-have/

- When EEG Models See the Same People in Training and Testing
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/when-eeg-models-see-the-same-people-in-training-and-testing/

## Community

- Inline rendering with document​.currentScript
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Oct/17/document-currentscript/

- web-edit 0.1a2
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Oct/17/web-edit/

- The Python Coding Stack: 2. Who actually does the work, the model or the software?
  Source: planet-python
  Topic: Python (+AI)
  URL: https://www.thepythoncodingstack.com/p/2-who-actually-does-the-work-the

- EuroPython: Humans of EuroPython: Emma Cooke
  Source: planet-python
  Topic: Python
  URL: https://blog.europython.eu/humans-of-ep-emma/

- Talk Python Blog: Introducing Talk Python Membership
  Source: planet-python
  Topic: Python
  URL: https://talkpython.fm/blog/posts/introducing-talk-python-membership/

- @sumtype: nested variants + implicit sealing for sum types
  Source: discuss-python-ideas
  Topic: Python
  URL: https://discuss.python.org/t/sumtype-nested-variants-implicit-sealing-for-sum-types/109536

- LernerPython blog, from Reuven Lerner: Pandas Grouper NaNs: Why outlier dates create empty groups
  Source: planet-python
  Topic: Python
  URL: https://lernerpython.com/2026/10/17/pandas-grouper-nans-why-outlier-dates-create-empty-groups/

## Media

- #566: State of the art in Python 2026
  Source: talk-python
  Topic: Python
  URL: https://talkpython.fm/episodes/show/566/state-of-the-art-in-python-2026