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A collection of curated Python resources from trustworthy sources.
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Python drawer
33 subscribers
Python drawer
https://talkpython.fm/episodes/show/191/python-s-journey-at-microsoft
talkpython.fm
Python's journey at Microsoft
When you think about Microsoft, do you think about Python? Maybe not, but you probably should. They have been doing an incredible amount of work to improve Python for folks on Windows as well as the broader community. You can think of the wild growth of Visual…
Python drawer
https://medium.com/@kari.marttila/five-languages-five-stories-1afd7b0b583f
Medium
Five Languages — Five Stories
Introduction
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https://medium.com/@Psr1/visual-parameter-tuning-with-facebook-prophet-and-python-8f50719c7318
Medium
Visual Parameter Tuning with Facebook Prophet and Python
Bryant Crocker
Python drawer
https://djangodeconstructed.com/2018/12/18/django-and-python-logging-in-plain-english/
Django Deconstructed
Python and Django Logging in Plain English
If you’ve ever written a program and printed out a value to see what’s going on during execution, then you understand at some level why logging is so valuable. Knowing what’s happening in your code…
Python drawer
https://iosoft.blog/ftdi-python/
Lean2
Programming FTDI devices in Python
FTDI chips are frequently used as USB-to-serial adaptors, but the newer devices have the ability to drive more complex protocols such as SPI and I2C. I like to use Python when first experimenting w…
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https://www.michaelfogleman.com/aoc18/
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https://www.hackerfactor.com/blog/index.php?/archives/825-8-Reasons-Python-Sucks.html
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https://lwn.net/Articles/775105/
lwn.net
Python gets a new governance model
Back in late October, when we looked in on
the Python
governance question, which came about due to the resignation of Guido van Rossum, things seemed
to be mostly set for a vote in late November. There were six Python
Enhancement Proposals (PEPs) under…
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http://matthewrocklin.com/blog/work/2018/12/17/gpu-python-challenges
Matthewrocklin
First Impressions of GPUs and PyData
Python drawer
https://medium.com/build-smarter/blazing-fast-python-40a2b25b0495
Medium
Blazing fast Python
Profiling Python applications using Pyflame
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https://medium.com/python4you/python-io-streams-in-examples-97d2c4367207
Medium
Python IO streams in examples
Python IO streams: BytesIO and StringIO in practice.
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https://medium.com/@wbusaka/a-gentle-introduction-to-pandas-5ed17421a59d
Medium
A Gentle Introduction to Pandas
I hope you had an exciting intro to Numpy because Pandas builds on it. What is Pandas? Forget about the song ‘Panda’ by American hiphop…
Python drawer
https://medium.com/@bhavyageethika/jupyter-notebook-protips-lessons-9a391a8a0ef
Medium
Python & Jupyter notebook protips
A collection of Tips & Tricks I learned to write better Python
Python drawer
https://medium.com/datadriveninvestor/homemade-machine-learning-in-python-ed77c4d6e25b
Medium
Homemade Machine Learning in Python
I’ve recently launched Homemade Machine Learning repository that contains examples of popular machine learning algorithms and approaches…
Python drawer
https://medium.com/@yuganthadiyal/textcleaner-a-data-pre-processing-library-1a234eec02dd
Medium
Textcleaner : a data pre-processing library
It is hassle-free and saves time.
Python drawer
https://medium.com/@sandeepkandekar/pytext-for-a-ride-a7cab84b4c0
Medium
PyText, for a ride
Recently facebook opensourced Pytext, for rapid prototyping and deploying deep-learning based models. I took it for a spin, and documented…
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https://heartbeat.fritz.ai/top-7-libraries-and-packages-of-the-year-for-data-science-and-ai-python-r-6b7cca2bf000
Medium
Top 7 libraries and packages of the year for Data Science and AI: Python & R
This is a list of the best libraries and packages that changed our lives this year, compiled from my weekly digests
Python drawer
https://medium.com/@d3lm/understand-tensorflow-by-mimicking-its-api-from-scratch-faa55787170d
Medium
Understand TensorFlow by mimicking its API from scratch
TensorFlow is a very powerful and open source library for implementing and deploying large-scale machine learning models. This makes it…
Python drawer
https://blog.floydhub.com/automate-customer-support-part-two/
FloydHub Blog
Using NLP to Automate Customer Support, Part Two
Let's build an NLP model that can help out your customer support agents by suggesting previously-asked, similar questions.
Python drawer
http://friday.hirelofty.com/223293/904996-python-api-framework-roundup-drf-apistar-falcon-and-more
Buzzsprout
Python API Framework Roundup: DRF, APIStar, Falcon, and More - Friday Afternoon Deploy: A Developer Podcast
Microservice architectures are all the rage and new frameworks have emerged to build them. In this episode Casey, Alan, and Tyrel round up some of the frameworks they've been exploring and how they stack up to one another. http://friday.hirelofty.com/ht…