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A collection of curated Python resources from trustworthy sources.
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Python drawer
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Python drawer
https://pbpython.com/papermil-rclone-report-2.html
Pbpython
Automated Report Generation with Papermill: Part 2
This is part two of a two-part series post about automating report generation using python, jupyter, papermill, and a couple of other tools.
Python drawer
https://hackernoon.com/introducing-grid-studio-a-spreadsheet-app-with-python-to-make-data-science-easier-tdup38f7
Hackernoon
How I built a spreadsheet app with Python to make data science easier
Today I'm open sourcing "Grid studio", a web-based spreadsheet application with full integration of the Python programming language.
Python drawer
https://medium.com/@deeprajpradhan/tutorial-amazon-price-tracker-using-python-and-mongodb-part-1-aece6347ec63
Medium
Tutorial: Amazon price tracker using Python and MongoDB (Part 1)
Recently there was an Amazon sale and I wanted to buy a product that I had been checking on for a long time. But, as I was ready to buy it…
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https://towardsdatascience.com/how-and-why-i-got-75gb-of-free-foreign-exchange-tick-data-9ca78f5fa26c
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https://blog.theodo.com/2019/07/aws-s3-upload-django/
Theodo
Set up file uploads to S3 via Django in 10 minutes
Using AWS S3 file storage to handle uploads in Django
Python drawer
https://www.pyimagesearch.com/2019/07/29/cyclical-learning-rates-with-keras-and-deep-learning/
PyImageSearch
Cyclical Learning Rates with Keras and Deep Learning - PyImageSearch
In this tutorial, you will learn how to use Cyclical Learning Rates (CLR) and Keras to train your own neural networks. Using Cyclical Learning Rates you can dramatically reduce the number of experiments required to tune and find an optimal learning rate for…
Python drawer
https://sourcery.ai/blog/python-best-practices/
sourcery.ai
How to set up a perfect Python project
Best practices for setting up a project to maintain the highest quality code
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https://www.markkeller.dev/2018-07-14-optimize_python/
www.markkeller.dev
Optimize Python
How to profile and optimize Python apps
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https://redislabs.com/blog/introduction-redis-gears/
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https://realpython.com/manage-users-in-django-admin/
Realpython
What You Need to Know to Manage Users in Django Admin – Real Python
In this Python tutorial, you'll learn what you need to know to manage users in Django admin. Out of the box, Django admin doesn't enforce special restrictions on the user admin. This can lead to dangerous scenarios that might compromise your system.
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https://nedbatchelder.com/blog/201908/why_your_mock_doesnt_work.html
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https://www.djangoproject.com/weblog/2019/aug/01/security-releases/
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https://realpython.com/pyspark-intro/
Realpython
First Steps With PySpark and Big Data Processing – Real Python
In this tutorial for Python developers, you'll take your first steps with Spark, PySpark, and Big Data processing concepts using intermediate Python concepts.
Python drawer
https://hacksoft.blog/improve-your-tests-django-fakes-and-factories/
HackSoft - tailor-made software solutions for your business
Improve your tests in Django with fakes and factories - HackSoft - tailor-made software solutions for your business
This blog post is an introduction into unit testing in Django. It offers an explanation on what are faker and factories and code examples illustrating them.
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https://rushter.com/blog/python-memory-managment/
Artem Golubin
Memory management in Python
To speed-up memory operations and reduce fragmentation Python uses a special manager on top of the general-purpose allocator, called PyMalloc.
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https://www.python.org/dev/peps/pep-0589/
Python Enhancement Proposals (PEPs)
PEP 589 – TypedDict: Type Hints for Dictionaries with a Fixed Set of Keys | peps.python.org
PEP 484 defines the type Dict[K, V] for uniform dictionaries, where each value has the same type, and arbitrary key values are supported. It doesn’t properly support the common pattern where the type of a dictionary value depends on the string value of...
Python drawer
https://programmingzen.com/exploring-mathematics-with-matplotlib-and-python/
Programming Zen
Exploring Mathematics with Matplotlib and Python | Programming Zen
Data Visualization can be a great tool for mathematical exploration and experimentation. In this article, I show you an example using Matplotlib and Python.
Python drawer
https://www.marsja.se/how-to-make-a-scatter-plot-in-python-using-seaborn/
Erik Marsja
How to Make a Scatter Plot in Python using Seaborn -
Here we will learn how to make scatter plots, adding trend lines, text, rotating the labels, changing color, and markers, among other things.
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https://pythonspeed.com/articles/live-debugging-python/
Python⇒Speed
A Python prompt into a running process: debugging with Manhole
Your Python process is acting strange—learn how to get a live Python interpreter prompt inside your running process for debugging.
Python drawer
https://stackabuse.com/image-classification-with-transfer-learning-and-pytorch/
Stack Abuse
Image Classification with Transfer Learning and PyTorch
Transfer learning is a powerful technique for training deep neural networks that allows one to take knowledge learned about one deep learning problem and apply...