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Python drawer

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A collection of curated Python resources from trustworthy sources.

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Repeated Measures ANOVA in Python using Statsmodels - Erik Marsja
https://www.marsja.se/repeated-measures-anova-in-python-using-statsmodels/

Repeated Measures ANOVA in Python using Statsmodels - Erik Marsja

Learn how to do repeated measures ANOVA with Statsmodels; one-way ANOVA, two-way ANOVA, & a YouTube video comparing R & Python.

10 views07:30

Modin (Pandas on Ray) - October 2018 - RISE Lab
https://rise.cs.berkeley.edu/blog/modin-pandas-on-ray-october-2018/

Modin (Pandas on Ray) - October 2018 - RISE Lab

View the code on Gist.

11 views07:30

Multi-object tracking with dlib - PyImageSearch
https://www.pyimagesearch.com/2018/10/29/multi-object-tracking-with-dlib/

Multi-object tracking with dlib - PyImageSearch

In this guide you will learn how to use dlib to efficiently track multiple objects in video in real-time.

11 views07:30

House hunting — the data scientist way – GeoAI – Medium
https://medium.com/geoai/house-hunting-the-data-scientist-way-b32d93f5a42f

House hunting — the data scientist way

Performing spatial data science in Python to shortlist good properties

11 views07:31

https://blog.insightdatascience.com/generating-custom-photo-realistic-faces-using-ai-d170b1b59255?gi=56aad2e1d24

Generating custom photo-realistic faces using AI

Controlled image synthesis and editing using a novel TL-GAN model

11 views07:31

Twelve malicious Python libraries found and removed from PyPI | ZDNet
https://www.zdnet.com/article/twelve-malicious-python-libraries-found-and-removed-from-pypi/

Twelve malicious Python libraries found and removed from PyPI

One package contained a clipboard hijacker that replaced victims' Bitcoin addresses in an attempt to hijack funds from users.

19 views07:31

assert_not magic?
https://assertnotmagic.com/2018/11/03/automating-with-python-is-cool/

assert_not magic? | Automating Simple Things with Python is Awesome

I scripted the renaming of a bunch of files at work and it make me feel like a wizard.

18 views19:33

Writing Comments in Python (Guide) – Real Python
https://realpython.com/python-comments-guide/

Writing Comments in Python (Guide) – Real Python

Learn how to write Python comments that are clean, concise, and useful. Quickly get up to speed on what the best practices are, which types of comments it's best to avoid, and how you can practice writing cleaner comments.

13 views20:55

https://pyfound.blogspot.com/2018/10/pypi-security-and-accessibility-q1-2019.html

PyPI Security and Accessibility Q1 2019 Request for Information period opens.

The Python Software Foundation Packaging Working Group has applied for and received a commitment from the Open Technology Fund to ful...

10 views07:37

https://julien.danjou.info/the-best-flake8-extensions/

The Best flake8 Extensions for your Python Project

In the last blog post about coding style, we dissected what the state of the art was regarding coding style check in Python. As we've seen, Flake8 is a wrapper around several tools and is extensible via plugins: meaning that you can add your own checks. I'm…

10 views07:38

https://www.pyimagesearch.com/2018/11/05/creating-gifs-with-opencv/

Creating GIFs with OpenCV - PyImageSearch

This hands-on guide will teach how to create animated GIFs using OpenCV, Python, and ImageMagick.

10 views07:38

https://blogs.dropbox.com/tech/2018/11/crash-reporting-in-desktop-python-applications/

Dropbox Tech Blog

Crash reporting in desktop Python applications

One of the greatest challenges associated with maintaining a complex desktop application like Dropbox is that with hundreds of millions of installs, even the smallest bugs can end up affecting a very large number of users.

10 views07:38

https://www.reddit.com/r/Python/comments/9u1udd/can_a_nonpythonprogrammer_set_up_a_django_website/

r/Python - Can a non-python-programmer set up a Django website with a few hours of practice?

117 votes and 100 comments so far on Reddit

10 views07:38

https://www.reddit.com/r/Python/comments/9sqvjn/a_python_interview_question/

A python interview question

This is not really a programming question but rather something that I think applies to python as a language. Forgive me for this this rant but I...

10 views07:39

https://www.reddit.com/r/Python/comments/9ts367/i_just_got_a_67k_job_before_i_even_graduated_all/

r/Python - I just got a 67k job before I even graduated, all thanks to python.

665 votes and 153 comments so far on Reddit

10 views07:39

https://realpython.com/python-windows-machine-learning-setup/

Setting Up Python for Machine Learning on Windows – Real Python

In this step-by-step tutorial, you’ll cover the basics of setting up a Python numerical computation environment for machine learning on a Windows machine using the Anaconda Python distribution.

10 views07:39

http://deanla.com/dont_reinvent_pandas.html

Diving into Pandas is Faster than Reinventing it

This notebook aims to show some nice ways modern Pandas makes your life easier. It is not about efficiency. I'm pretty sure using Pandas' built-in methods will be more efficient than reinventing pandas, but the main goal is to make the code easier to read…

10 views07:39

https://lepture.com/en/2018/structure-of-a-flask-project

Structure of a Flask Project

Flask itself is very flexible. It has no certain pattern for a project folder structure, which is very good for experien...

11 views07:39

https://testdriven.io/dockerizing-django-with-postgres-gunicorn-and-nginx

Dockerizing Django with Postgres, Gunicorn, and Nginx

This tutorial details how to configure Django to run on Docker along with Postgres, Nginx, and Gunicorn.

12 views07:39

https://peterdemin.github.io/script-to-pex.html

Make a PEX from Python script

12 views07:39