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A collection of curated Python resources from trustworthy sources.
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Python drawer
33 subscribers
Python drawer
https://towardsdatascience.com/deconstructing-bert-distilling-6-patterns-from-100-million-parameters-b49113672f77
Medium
Deconstructing BERT: Distilling 6 Patterns from 100 Million Parameters
From BERT’s tangled web of attention, some intuitive patterns emerge.
Python drawer
https://developer.okta.com/blog/2018/12/20/crud-app-with-python-flask-react
Okta Developer
Build a Simple CRUD App with Python, Flask, and React
Create a CRUD (create, read, update, and delete) application using Python, Flask, and React.
Python drawer
https://towardsdatascience.com/handling-netcdf-files-using-xarray-for-absolute-beginners-111a8ab4463f
Medium
Handling NetCDF Files using XArray for Absolute Beginners
Exploring climate-related data manipulation tools in Python
Python drawer
https://medium.com/@lerner98/implementing-sift-in-python-36c619df7945
Medium
Implementing SIFT in Python
There’s a lot of content about SIFT online. There are a lot of good tutorials, but each seemed to be lacking something, whether that be…
Python drawer
https://github.com/mahmoud/awesome-python-applications
GitHub
GitHub - mahmoud/awesome-python-applications:
💿
Free software that works great, and also happens to be open-source Python.
💿
Free software that works great, and also happens to be open-source Python. - mahmoud/awesome-python-applications
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https://blog.sicara.com/perfect-python-command-line-interfaces-7d5d4efad6a2
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https://www.pyimagesearch.com/2018/12/17/image-stitching-with-opencv-and-python/
PyImageSearch
Image Stitching with OpenCV and Python - PyImageSearch
In this tutorial you will learn how to perform multiple image stitching using Python, OpenCV, and the cv2.createSticher and cv2.Stitcher_create functions.
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https://www.michaelfogleman.com/aoc18/
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https://eng.uber.com/neural-networks-jpeg/
Uber Engineering Blog
Faster Neural Networks Straight from JPEG
Uber AI Labs introduces a method for making neural networks that process images faster and more accurately by leveraging JPEG representations.
Python drawer
https://www.pythonforthelab.com/blog/using-pyzmq-for-inter-process-communication-part-1/
Python for the Lab
Using pyZMQ for inter-process communication: Part 1
Introduction to using sockets for communication between different
processes
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https://www.youtube.com/playlist?list=PLU2JOyCJmabBHlQ_hQ1YZ3uVUAiXS9Eq7
YouTube
Django on Azure with Visual Studio Code - YouTube
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https://towardsdatascience.com/master-python-through-building-real-world-applications-part-1-b040b2b7faad
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https://towardsdatascience.com/master-python-through-building-real-world-applications-part-2-60d707955aa3
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https://blog.dipasquale.fr/en/2018/12/17/incremental-scraping-with-scrapy-and-mongo/
Adrien Di Pasquale Blog
Incremental crawler with Scrapy and MongoDB
Tutorial for crawling a website incrementally. Each new scraping session will only scrape new items.
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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/the-andela-way/creating-a-djangorest-api-using-djangorestframework-part-2-1231fe949795
Medium
Creating a DjangoRest API using DjangoRestFramework part 2.
This is the second part of a series. The first part can be found here. In this part, we will recreate the Blog API that we created in the…
Python drawer
https://blog.badsectorlabs.com/how-we-built-hamiltixnet-for-less-than-1-a-month-on-aws.html
Bad Sector Labs Blog
How we built Hamiltix.net for less than $1 a month on AWS
The details of running a complex ticket ranking site for under a dollar a month on AWS
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https://matthewrocklin.com/blog//work/2018/12/17/gpu-python-challenges
Matthewrocklin
First Impressions of GPUs and PyData
Python drawer
https://jeffknupp.com/blog/2018/12/13/how-to-do-just-about-anything-with-python-lists/
Jeffknupp
How To Do Just About Anything With Python Lists
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://towardsdatascience.com/develop-a-nlp-model-in-python-deploy-it-with-flask-step-by-step-744f3bdd7776
Medium
Develop a NLP Model in Python & Deploy It with Flask, Step by Step
Flask API, Document Classification, Spam Filter