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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://www.pyimagesearch.com/2018/04/16/keras-and-convolutional-neural-networks-cnns/
PyImageSearch
Keras and Convolutional Neural Networks (CNNs) - PyImageSearch
This gentle guide will show you how to implement, train, and evaluate your first Convolutional Neural Network (CNN) with Keras and deep learning.
Python drawer
http://blog.fastforwardlabs.com/2018/04/10/pytorch-for-recommenders-101.html
Fastforwardlabs
PyTorch for Recommenders 101
Recommenders, generally associated with e-commerce, sift though a huge inventory of available items to find and recommend ones that a user will like. Different from search, recommenders rely on historical data to tease out user preference. How does a recommender…
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https://realpython.com/python-modules-packages/
Real Python
Python Modules and Packages – An Introduction – Real Python
This article explores Python modules and Python packages, two mechanisms that facilitate modular programming.
Python drawer
http://stackabuse.com/implementing-svm-and-kernel-svm-with-pythons-scikit-learn/
Stack Abuse
Implementing SVM and Kernel SVM with Python's Scikit-Learn
This guide is the first part of three guides about Support Vector Machines (SVMs). In this series, we will work on a forged bank notes use case, learn about th...
Python drawer
https://medium.com/commite/pyppeteer-the-snake-charmer-f3d1843ddb19
Medium
Pyppeteer, the snake charmer
Or how to remotely control a browser from python.
Python drawer
https://andrewgriffithsonline.com/blog/180412-deploy-flask-api-any-serverless-cloud-platform/
Andrew Griffiths
Deploy your Flask API to any Serverless Cloud Platform using this Simple Pattern
I’m going to demonstrate how to make a Flask app serverless without locking you into any tooling or cloud platforms. It doesn’t require any…
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https://medium.com/applied-data-science/how-to-build-your-own-world-model-using-python-and-keras-64fb388ba459
Medium
Hallucinogenic Deep Reinforcement Learning Using Python and Keras
Teaching a machine to master car racing and fireball avoidance through “World Models”
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http://v1k45.com/blog/modern-django-part-2-redux-and-react-router-setup/
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http://v1k45.com/blog/modern-django-part-3-creating-an-api-and-integrating-with-react/
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http://v1k45.com/blog/modern-django-part-4-adding-authentication-to-react-spa-using-drf/
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https://hackernoon.com/ethereum-smart-contracts-in-python-a-comprehensive-ish-guide-771b03990988
Hackernoon
Ethereum Smart Contracts in Python: a comprehensive(ish) guide
It’s one thing to get a basic smart contract up on Ethereum — just google “ERC20 Token Tutorial” you’ll find plenty of information on how to do it. Interacting with a contract programmatically is another thing entirely, and if you’re a Python coder, then…
Python drawer
https://towardsdatascience.com/quantum-physics-visualization-with-python-35df8b365ff
Medium
Quantum Physics Visualization With Python
On this blog, I have decided to review some college level quantum chemistry for deriving electron orbitals. The additional fun part is…
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https://tech.gadventures.com/migrating-our-api-gateway-from-flask-to-django-88a585c4df1a
Medium
Migrating our API Gateway from Flask to Django
At G Adventures, we’ve been building a publicly accessible API for the past three years. We’ve been pushing hard to make the G Adventures…
Python drawer
https://snarky.ca/lazy-importing-in-python-3-7/
Tall, Snarky Canadian
An approach to lazy importing in Python 3.7
[Please note that the code in this blog post is now up on PyPI as part of the
modutil library [https://pypi.org/project/modutil/]]
One of the new features in Python 3.7
[https://docs.python.org/3.7/whatsnew/3.7.html] is PEP 562
[https://www.python.
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https://github.com/shobrook/rebound
GitHub
GitHub - shobrook/rebound: Instant Stack Overflow results whenever an exception is thrown
Instant Stack Overflow results whenever an exception is thrown - shobrook/rebound
Python drawer
https://github.com/Buroni/booksoup
GitHub
Buroni/booksoup
Booksoup allows you to analyse and traverse your downloaded facebook data, including features such as sentiment analysis and message frequency analysis over time. - Buroni/booksoup
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https://github.com/vaguileradiaz/tinfoleak
GitHub
GitHub - vaguileradiaz/tinfoleak: The most complete open-source tool for Twitter intelligence analysis
The most complete open-source tool for Twitter intelligence analysis - vaguileradiaz/tinfoleak
Python drawer
https://github.com/litl/backoff
GitHub
GitHub - litl/backoff: Python library providing function decorators for configurable backoff and retry
Python library providing function decorators for configurable backoff and retry - litl/backoff
Python drawer
https://github.com/lifeomic/sparkflow
GitHub
GitHub - lifeomic/sparkflow: Easy to use library to bring Tensorflow on Apache Spark
Easy to use library to bring Tensorflow on Apache Spark - lifeomic/sparkflow
Python drawer
https://github.com/NVlabs/MUNIT
GitHub
GitHub - NVlabs/MUNIT: Multimodal Unsupervised Image-to-Image Translation
Multimodal Unsupervised Image-to-Image Translation - NVlabs/MUNIT