Python Bytes: #253 A new Python for you, and for everyone!
Link: https://pythonbytes.fm/episodes/show/253/a-new-python-for-you-and-for-everyone
<p><strong>Watch the live stream:</strong></p>
<a href='https://www.youtube.com/watch?v=mMd1TzdpfZ8' style='font-weight: bold;'>Watch on YouTube</a><br>
<br>
<p><strong>About the show</strong></p>
Link: https://pythonbytes.fm/episodes/show/253/a-new-python-for-you-and-for-everyone
<p><strong>Watch the live stream:</strong></p>
<a href='https://www.youtube.com/watch?v=mMd1TzdpfZ8' style='font-weight: bold;'>Watch on YouTube</a><br>
<br>
<p><strong>About the show</strong></p>
pythonbytes.fm
A new Python for you, and for everyone!
News and announcements from the Python community for the week of Oct 7th, 2021
Ben Cook: Poetry for Package Management in Machine Learning Projects
Link: https://sparrow.dev/python-poetry-machine-learning/
When you’re building a production machine learning system, reproducibility is a proxy for the effectiveness of your development process. But without locking all your Python dependencies, your builds a
Link: https://sparrow.dev/python-poetry-machine-learning/
When you’re building a production machine learning system, reproducibility is a proxy for the effectiveness of your development process. But without locking all your Python dependencies, your builds a
Sparrow Computing
Poetry for Package Management in Machine Learning Projects
When you're building a production machine learning system, reproducibility is a proxy for the effectiveness of your development process. But without locking all your Python dependencies, your builds are not actually repeatable. If you work in a Python project…
Ben Cook: PyTorch DataLoader Quick Start
Link: https://sparrow.dev/pytorch-dataloader/
PyTorch comes with powerful data loading capabilities out of the box. But with great power comes great responsibility and that makes data loading in PyTorch a fairly advanced topic.
One of the best wa
Link: https://sparrow.dev/pytorch-dataloader/
PyTorch comes with powerful data loading capabilities out of the box. But with great power comes great responsibility and that makes data loading in PyTorch a fairly advanced topic.
One of the best wa
Sparrow Computing
PyTorch DataLoader Quick Start - Sparrow Computing
PyTorch comes with powerful data loading capabilities out of the box. But with great power comes great responsibility and that makes data loading in PyTorch a fairly advanced topic. One of the best ways to learn advanced topics is to start with the happy…
Test and Code: 165: pytest xfail policy and workflow
Link: https://testandcode.com/165
A discussion of how to use the xfail feature of pytest to help with communication on software projects.
The episode covers:
What is xfail
Why I use it
Using reason effectively by including issue trac
Link: https://testandcode.com/165
A discussion of how to use the xfail feature of pytest to help with communication on software projects.
The episode covers:
What is xfail
Why I use it
Using reason effectively by including issue trac
Test & Code
Test & Code 165: pytest xfail policy and workflow
A discussion of how to use the xfail feature of pytest to help with communication on software projects.
Stack Abuse: Perform OCR on a Scanned PDF in Python Using borb
Link: https://stackabuse.com/applying-ocr-to-a-scanned-pdf-in-python-using-borb/
The Portable Document Format (PDF) is not a WYSIWYG (What You See is What You Get) format. It was developed to be platform-agnostic, independent of the underlying operating system and rendering engine
Link: https://stackabuse.com/applying-ocr-to-a-scanned-pdf-in-python-using-borb/
The Portable Document Format (PDF) is not a WYSIWYG (What You See is What You Get) format. It was developed to be platform-agnostic, independent of the underlying operating system and rendering engine
Stack Abuse
Perform OCR on a Scanned PDF in Python Using borb
In this guide, we'll take a look at how to apply OCR to scanned PDF documents (images) and overlay layers to contain parsable text in Python using borb.
Real Python: The Real Python Podcast – Episode #81: Exploring the New Features of Python 3.10
Link: https://realpython.com/podcasts/rpp/81/
Python 3.10 is here! This week on the show, two former guests and Real Python authors return to talk about the new version. Geir Arne Hjelle's article was posted to the site Monday, and it's titled "P
Link: https://realpython.com/podcasts/rpp/81/
Python 3.10 is here! This week on the show, two former guests and Real Python authors return to talk about the new version. Geir Arne Hjelle's article was posted to the site Monday, and it's titled "P
Realpython
Episode #81: Exploring the New Features of Python 3.10 – The Real Python Podcast
Python 3.10 is here! This week on the show, two former guests and Real Python authors return to talk about the new version. Geir Arne Hjelle's article was posted to the site Monday, and it's titled "Python 3.10: Cool New Features for You to Try". Christopher…
EuroPython Society: New EuroPython Fellows
Link: https://www.europython-society.org/new-europython-society-fellows/
The board has selected two new EuroPython Fellows, after receiving nominations from the membership:Laura Creighton (2021)Oier Etxaniz Beneitez (2021, posthumously)EuroPython FellowsEuroPython Fellows
Link: https://www.europython-society.org/new-europython-society-fellows/
The board has selected two new EuroPython Fellows, after receiving nominations from the membership:Laura Creighton (2021)Oier Etxaniz Beneitez (2021, posthumously)EuroPython FellowsEuroPython Fellows
EuroPython Society
New EuroPython Fellows
The board has selected two new EuroPython Fellows, after receiving nominations from the membership: Laura Creighton (2021)Oier Etxaniz Beneitez (2021, posthumously)EuroPython FellowsEuroPython Fellows have contributed significantly towards our mission, the…
Zero-with-Dot (Oleg Żero): Aggregations on time-series data with Pandas
Link: https://zerowithdot.com/time-series-aggregations-pandas/
Introduction
Working with time-series data is often a challenge on its own.
It is a special kind of data, where data points depend on each other across time.
When analyzing it, your productivity at ga
Link: https://zerowithdot.com/time-series-aggregations-pandas/
Introduction
Working with time-series data is often a challenge on its own.
It is a special kind of data, where data points depend on each other across time.
When analyzing it, your productivity at ga
Zerowithdot
Aggregations on time-series data with Pandas
Python Pandas and SQL - time aggregations and syntax explained.
Trey Hunner: What's great about Python 3.10?
Link: https://treyhunner.com/2021/10/whats-great-about-python-3-dot-10/
What changed in Python 3.10 and which of those changes matter for you?
I’ve spent this week playing with Python 3.10.
I’ve primarily been working on solutions to Python Morsels exercises that embrace
Link: https://treyhunner.com/2021/10/whats-great-about-python-3-dot-10/
What changed in Python 3.10 and which of those changes matter for you?
I’ve spent this week playing with Python 3.10.
I’ve primarily been working on solutions to Python Morsels exercises that embrace
Treyhunner
What's great about Python 3.10?
What changed in Python 3.10 and which of those changes matter for you? I’ve spent this week playing with Python 3.10.
I’ve primarily been …
I’ve primarily been …
Podcast.__init__: Build Better Machine Learning Models By Understanding Their Decisions With SHAP
Link: https://www.pythonpodcast.com/shap-explainable-machine-learning-episode-335/
Machine learning and deep learning techniques are powerful tools for a large and growing number of applications. Unfortunately, it is difficult or impossible to understand the reasons for the answers
Link: https://www.pythonpodcast.com/shap-explainable-machine-learning-episode-335/
Machine learning and deep learning techniques are powerful tools for a large and growing number of applications. Unfortunately, it is difficult or impossible to understand the reasons for the answers
The Python Podcast.__init__
The Python Podcast.__init__: Build Better Machine Learning Models By Understanding Their Decisions With SHAP
An interview with Scott Lundberg about his work on SHAP and how it can be used to understand the reasoning behind your machine learning model's decisions.
Talk Python to Me: #337: Kedro for Maintainable Data Science
Link: https://talkpython.fm/episodes/show/337/kedro-for-maintainable-data-science
Have you heard of Kedro? It's a Python framework for creating reproducible, maintainable and modular data science code.
<br/>
<br/>
We all know that reproducibility and related topics are important
Link: https://talkpython.fm/episodes/show/337/kedro-for-maintainable-data-science
Have you heard of Kedro? It's a Python framework for creating reproducible, maintainable and modular data science code.
<br/>
<br/>
We all know that reproducibility and related topics are important
talkpython.fm
Kedro for Maintainable Data Science
Have you heard of Kedro? It's a Python framework for creating reproducible, maintainable and modular data science code. We all know that reproducibility and related topics are important ones in the data science space. The freedom to pop open a notebook…
Weekly Python StackOverflow Report: (ccxcvi) stackoverflow python report
Link: http://python-weekly.blogspot.com/2021/10/ccxcvi-stackoverflow-python-report.html
These are the ten most rated questions at Stack Overflow last week.Between brackets: [question score / answers count]Build date: 2021-10-09 22:24:26 GMTWhat is this odd sorting algorithm? - [61/5]pyth
Link: http://python-weekly.blogspot.com/2021/10/ccxcvi-stackoverflow-python-report.html
These are the ten most rated questions at Stack Overflow last week.Between brackets: [question score / answers count]Build date: 2021-10-09 22:24:26 GMTWhat is this odd sorting algorithm? - [61/5]pyth
Blogspot
(ccxcvi) stackoverflow python report
These are the ten most rated questions at Stack Overflow last week. Between brackets: [ question score / answers count] Build date: 2021...
Łukasz Langa: Weekly Report, October 4 - 10
Link: https://lukasz.langa.pl/9f43819d-e9a5-4237-9ef6-a1f3b9a60b08/
This week Pablo released Python 3.10.0. I was part of the “small” release party that ended up bringing a live audience of 400 people on YouTube, Guido included. It was a pleasure.
Link: https://lukasz.langa.pl/9f43819d-e9a5-4237-9ef6-a1f3b9a60b08/
This week Pablo released Python 3.10.0. I was part of the “small” release party that ended up bringing a live audience of 400 people on YouTube, Guido included. It was a pleasure.
lukasz.langa.pl
Weekly Report, October 4 - 10 - Łukasz Langa
This week Pablo released Python 3.10.0. I was part of the “small” release party that ended up bringing a live audience of 400 people on YouTube, Guido included. It was a pleasure.
Daniel Roy Greenfeld: Exploring the Bunch Class
Link: https://daniel.feldroy.com/posts/exploring-the-bunch-class
Warning
Be careful with how you use bunch classes. It is possible to overwrite critical methods and attributes. Please don't use these in anything important or you may regret it.
Every play with a b
Link: https://daniel.feldroy.com/posts/exploring-the-bunch-class
Warning
Be careful with how you use bunch classes. It is possible to overwrite critical methods and attributes. Please don't use these in anything important or you may regret it.
Every play with a b
Daniel Roy Greenfeld
Exploring the Bunch Class
Bunch classes are very powerful, and with great power comes great responsibility
Awesome Python Applications: SQLFluff
Link: https://github.com/sqlfluff/sqlfluff
SQLFluff: Dialect-flexible and configurable SQL linter, designed with ELT applications in mind, with support for templating and autofixing errors.
Links:
Repo
Home
Fund
PyPI
Link: https://github.com/sqlfluff/sqlfluff
SQLFluff: Dialect-flexible and configurable SQL linter, designed with ELT applications in mind, with support for templating and autofixing errors.
Links:
Repo
Home
Fund
PyPI
GitHub
GitHub - sqlfluff/sqlfluff: A modular SQL linter and auto-formatter with support for multiple dialects and templated code.
A modular SQL linter and auto-formatter with support for multiple dialects and templated code. - sqlfluff/sqlfluff
Mike Driscoll: PyDev of the Week: Pedro Pregueiro
Link: https://www.blog.pythonlibrary.org/2021/10/11/pydev-of-the-week-pedro-pregueiro/
This week we welcome Pedro Pregueiro (@pedropregueiro) as our PyDev of the Week! Pedro is an entrepreneur who has co-founded several companies. He is also an author and contributor at Real Python.
If
Link: https://www.blog.pythonlibrary.org/2021/10/11/pydev-of-the-week-pedro-pregueiro/
This week we welcome Pedro Pregueiro (@pedropregueiro) as our PyDev of the Week! Pedro is an entrepreneur who has co-founded several companies. He is also an author and contributor at Real Python.
If
Mouse Vs Python
PyDev of the Week: Pedro Pregueiro - Mouse Vs Python
Pedro Pregueiro is the PyDev of the Week! He is a contributor to Real Python and an entrepreneur who has helped found multiple businesses
Quansight Labs Blog: Re-Engineering CI/CD pipelines for SciPy
Link: https://labs.quansight.org/blog/2021/10/re-engineering-cicd-pipelines-for-scipy/
In this blog post I talk about the projects and my work during my internship at Quansight Labs. My efforts were geared towards re-engineering CI/CD pipelines for SciPy to make them more efficient to
Link: https://labs.quansight.org/blog/2021/10/re-engineering-cicd-pipelines-for-scipy/
In this blog post I talk about the projects and my work during my internship at Quansight Labs. My efforts were geared towards re-engineering CI/CD pipelines for SciPy to make them more efficient to
Quansight Labs
Re-Engineering CI/CD pipelines for SciPy
In this blog post I talk about the projects and my work during my internship at Quansight Labs. My efforts were geared towards re-engineering CI/CD pipelines for SciPy to make them more efficient to u
TestDriven.io: Basic and Full-text Search with Django and Postgres
Link: https://testdriven.io/blog/django-search/
This tutorial looks at how to add basic and full-text search to a Django app with Postgres.
Link: https://testdriven.io/blog/django-search/
This tutorial looks at how to add basic and full-text search to a Django app with Postgres.
testdriven.io
Basic and Full-text Search with Django and Postgres
This tutorial looks at how to add basic and full-text search to a Django app with Postgres.
Python Engineering at Microsoft: Python in Visual Studio Code – October 2021 Release
Link: https://devblogs.microsoft.com/python/python-in-visual-studio-code-october-2021-release/
We are pleased to announce that the October 2021 release of the Python Extension for Visual Studio Code is now available. You can download the Python extension from the Marketplace, or install it dire
Link: https://devblogs.microsoft.com/python/python-in-visual-studio-code-october-2021-release/
We are pleased to announce that the October 2021 release of the Python Extension for Visual Studio Code is now available. You can download the Python extension from the Marketplace, or install it dire
Python
Python in Visual Studio Code – October 2021 Release
We are pleased to announce that the October 2021 release of the Python Extension for Visual Studio Code is now available. This release introduces debugging support for Jupyter Notebooks, our new Python walkthrough and an improvement to the debugging experience…
Real Python: Representing Rational Numbers With Python Fractions
Link: https://realpython.com/python-fractions/
The fractions module in Python is arguably one of the most underused elements of the standard library. Even though it may not be well-known, it’s a useful tool to have under your belt because it can h
Link: https://realpython.com/python-fractions/
The fractions module in Python is arguably one of the most underused elements of the standard library. Even though it may not be well-known, it’s a useful tool to have under your belt because it can h
Realpython
Representing Rational Numbers With Python Fractions – Real Python
In this tutorial, you'll learn about the Fraction data type in Python, which can represent rational numbers precisely without the rounding errors in binary arithmetic. You'll find that this is especially important in financial and other high-precision applications.