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Python drawer

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A collection of curated Python resources from trustworthy sources.

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Jupyter Notebook Viewer
https://nbviewer.jupyter.org/urls/gist.github.com/ChrisBeaumont/5758381/raw/descriptor_writeup.ipynb

Notebook on nbviewer

Check out this Jupyter notebook!

14 views03:58

Bay Area Housing Market Analysis Part 1
https://blog.checkyo.tech/2018/08/06/bay-area-housing-market-analysis/

Bay Area Housing Market Analysis Part 1

Let's use some public Zillow real estate data and mix in some Python to come up with some insights on the Bay Area housing rental market.

15 views03:59

Dictionaries in Python – Real Python
https://realpython.com/python-dicts/

Dictionaries in Python – Real Python

Learn how dictionaries in Python work: create and modify key-value pairs using dict literals, the dict() constructor, built-in methods, and operators.

16 views03:59

Multiplicative LSTM for sequence-based Recommenders - Florian Wilhelm
https://florianwilhelm.info/2018/08/multiplicative_LSTM_for_sequence_based_recos/

Florian Wilhelm's blog

Multiplicative LSTM for sequence-based Recommenders

Recommender Systems support the decision making processes of customers with personalized suggestions. They are widely used and influence the daily life of almost everyone in different domains like e-commerce, social media, or entertainment. Quite often the…

19 views03:59

Data Preprocessing With Python – Hacker Noon
https://hackernoon.com/data-preprocessing-with-python-a10d89ea91ab

Data Preprocessing With Python – Hacker Noon

“Data! Data! Data!” he cried impatiently. “I can’t make bricks without clay.”

15 views08:16

Perform robust unit tests with PyHamcrest | Opensource.com
https://opensource.com/article/18/8/robust-unit-tests-hamcrest

Perform robust unit tests with PyHamcrest

Increase the accuracy of your development testing with this framework for writing assertions.

20 views08:36

https://cloud.google.com/blog/products/gcp/introducing-app-engine-second-generation-runtimes-and-python-3-7

20 views09:22

https://medium.com/nanonets/how-to-automate-surveillance-easily-with-deep-learning-4eb4fa0cd68d

How to Automate Surveillance Easily with Deep Learning

This article is a quick tutorial for implementing a surveillance system using Object Detection based on Deep Learning. It also compares the…

13 views09:22

https://medium.com/jordi-moraleda/crypto-portfolio-optimization-with-python-and-tensorflow-an-approach-aa504578c799

Finding top crypto portfolios with Tensorflow and Matrix calculus

Breathe deep because today we are going to dive into the land of Portfolio Optimization. We will use fancy tools around the Python…

14 views09:22

https://realpython.com/python-dicts/

Dictionaries in Python – Real Python

Learn how dictionaries in Python work: create and modify key-value pairs using dict literals, the dict() constructor, built-in methods, and operators.

13 views09:22

https://tech.instacart.com/freezing-pythons-dependency-hell-in-2018-f1076d625241

Freezing Python’s Dependency Hell in 2018

A simpler solution for a complicated problem

12 views09:22

https://pynative.com/python-mysql-tutorial/

15 views09:22

https://towardsdatascience.com/how-tracking-apps-analyse-your-gps-data-a-hands-on-tutorial-in-python-756d4db6715d

How tracking apps analyse your GPS data: a hands-on tutorial in Python

Sport tracking applications and the social networks accompanying them are all over the place nowadays. Everyone wants to make the biggest…

12 views09:23

https://www.toptal.com/python/python-machine-learning-flask-example

Python Machine Learning Prediction With a Flask REST API

This article will demonstrate how to use Python and Flask API to create a predictive machine learning architecture.

15 views09:23

https://www.mongodb.com/blog/post/introduction-to-mongodb-transactions-in-python

15 views09:23

https://dev.to/amarlearning/finger-detection-and-tracking-using-opencv-and-python-586m

Finger Detection and Tracking using OpenCV and Python

A histogram based approach is used to separate out the hand from the background frame

12 views09:23

https://blog.labdigital.nl/working-with-huge-data-sets-in-django-169453bca049

Working with huge data sets in Django

When prefetch_related() no longer cuts it

12 views09:23

http://pbpython.com/seaborn09.html

New Plot Types in Seaborn’s Latest Release

Seaborn release 0.9 contains several new plot types as well as other updates described in this article.

12 views09:23

https://github.com/zotroneneis/harry_potter_universe

GitHub - zotroneneis/magical_universe: Awesome Python features explained using the world of magic

Awesome Python features explained using the world of magic - zotroneneis/magical_universe

12 views09:23

https://florianwilhelm.info/2018/08/multiplicative_LSTM_for_sequence_based_recos/

Florian Wilhelm's blog

Multiplicative LSTM for sequence-based Recommenders

Recommender Systems support the decision making processes of customers with personalized suggestions. They are widely used and influence the daily life of almost everyone in different domains like e-commerce, social media, or entertainment. Quite often the…

12 views09:23