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A collection of curated Python resources from trustworthy sources.
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https://github.com/trailofbits/algo
GitHub
GitHub - trailofbits/algo: Set up a personal VPN in the cloud
Set up a personal VPN in the cloud. Contribute to trailofbits/algo development by creating an account on GitHub.
Python drawer
https://github.com/kkyon/databot
GitHub
GitHub - kkyon/databot: Databot was renamed to BotFlow https://github.com/kkyon/botflow
Databot was renamed to BotFlow https://github.com/kkyon/botflow - kkyon/databot
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https://towardsdatascience.com/how-to-scrape-the-web-using-python-with-scrapy-spiders-e2328ac4526
Medium
How to Scrape the Web using Python with ScraPy Spiders
Sometimes Kaggle is not enough, and you need to generate your own data set.
Python drawer
https://www.makewithpython.com/article/displaying-images-oled-displays/
Make with Python
Displaying images on OLED screens | Using 1-bpp images in MicroPython
We've previously covered the basics of driving OLED I2C displays from MicroPython, including simple graphics commands and text. Here we look at displaying monochrome 1 bit-per-pixel images and animations using MicroPython on a Wemos D1. Processing the images…
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https://stackabuse.com/comparing-strings-using-python/
Stack Abuse
Comparing Strings using Python
In Python, strings are sequences of characters, which are effectively stored in memory as an object. Each object can be identified using the id() method, as you...
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https://realpython.com/interview-mariatta-wijaya/
Realpython
Python Community Interview With Mariatta Wijaya – Real Python
Mariatta is a web developer at Zapier and volunteers much of her time to helping maintain Python as a core developer. In this interview we talk about her role as a Python core developer, as well as her love of GitHub bots and #icecreamselfies.
Python drawer
https://simpleisbetterthancomplex.com/tutorial/2018/08/27/how-to-create-custom-django-management-commands.html
Simple is Better Than Complex
How to Create Custom Django Management Commands
Django comes with a variety of command line utilities that can be either invoked using django-admin.py or theconvenient manage.py script. A nice thing about it is that you can also add your own com...
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https://rbtcollins.wordpress.com/2018/08/26/monads-and-python/
Code happens
Monads and Python
Porting Monads to Python is a common hobby. But should we really do it?
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https://www.pydanny.com/using-executable-code-outside-version-control.html
Pydanny
Stop Using Executable Code Outside of Version Control | Daniel Feldroy
Fighting the local_settings.py antipattern
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https://realpython.com/python-pandas-tricks/
Realpython
Python pandas: Tricks & Features You May Not Know – Real Python
Lesser-known but idiomatic pandas features for those already comfortable with Pandas' basic functionality and concepts.
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https://www.youtube.com/watch?v=zu2PBUHMEew
YouTube
Django Tutorial // Build a Video Subscription Website
***
Please note this video is over two years old. I've left it up for those of you who might get value from it but be aware that packages update and things change. It could not work for you and that might just be because the tech has changed by now. In this…
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https://www.pyimagesearch.com/2018/08/27/neural-style-transfer-with-opencv/
PyImageSearch
Neural Style Transfer with OpenCV - PyImageSearch
In this guide you will learn how to apply Neural Style Transfer with OpenCV and Python to both images and video streams.
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https://pusher.com/tutorials/live-table-flask
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https://www.toptal.com/deep-learning/pytorch-reinforcement-learning-tutorial
Toptal
Schooling Flappy Bird: A Reinforcement Learning Tutorial
In this tutorial, Deep Learning Engineer Neven Pičuljan goes through the building blocks of reinforcement learning, showing how to train a neural network to play Flappy Bird using the PyTorch framework.
Python drawer
https://www.youtube.com/watch?v=-FWuNnCe73g
YouTube
Full stack Python Flask tutorial - Build a social network
Learn how to build a basic social platform with the Python Flask web framework. In this video we review how to create a database, pull data in and out of that database, create a web server with python, and use python HTML templating to render a page for the…
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https://databricks.com/blog/2018/08/23/how-to-use-mlflow-to-experiment-a-keras-network-model-binary-classification-for-movie-reviews.html
Databricks
How to Use MLflow to Experiment a Keras Network Model: Binary Classification for Movie Reviews
In this blog, we demonstrate how to use MLflow to experiment Keras Models. In particular, we build and experiment with a binary classifier Keras/TensorFlow model using MLflow for tracking and experimenting.
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https://medium.com/coinmonks/4-718-using-machine-learning-to-bet-on-the-nhl-25d16649cd52
Medium
$4,718 — Using Machine Learning to Bet on the NHL
They say it’s the hardest trophy to win in sports. 82 gruelling games of the regular season. 16 wins in the playoffs. You need your Sidney…
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https://rubikscode.net/2018/08/27/implementing-self-organizing-maps-with-python-and-tensorflow/
Rubik's Code
Implementing Self-Organizing Maps with Python and TensorFlow | Rubik's Code
In the previous article, we got familiar with the main concepts of Self-Organizing Maps. We explored how they utilize different type of learning than we got a chance to see during our trip through the…
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https://medium.com/@noufalsamsudin/generating-music-with-seq2seq-models-627b2506265a
Medium
Generating Music with Seq2Seq Models
Build a stacked LSTM encoder-decoder model with Keras for generating Music
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https://truveris.github.io/articles/configuring-pypirc/
truveris.github.io
Configuring a .pypirc File for Easier Python Packaging - truveris.github.io