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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/2018/07/09/face-clustering-with-python/
PyImageSearch
Face clustering with Python - PyImageSearch
This tutorial covers face clustering, the process of finding the unique faces in an unlabeled set of images. We accomplish our face clustering and identity recognition task using OpenCV, Python, and deep learning.
Python drawer
https://realpython.com/python-strings/
Real Python
Strings and Character Data in Python – Real Python
Work with Python strings using a rich set of operators and functions: string literals, the str() function, and the methods you'll use most.
Python drawer
https://medium.com/tensorflow/an-introduction-to-biomedical-image-analysis-with-tensorflow-and-dltk-2c25304e7c13
Medium
An Introduction to Biomedical Image Analysis with TensorFlow and DLTK
By Martin Rajchl, S. Ira Ktena and Nick Pawlowski — Imperial College London
Python drawer
https://towardsdatascience.com/an-end-to-end-project-on-time-series-analysis-and-forecasting-with-python-4835e6bf050b
Medium
An End-to-End Project on Time Series Analysis and Forecasting with Python
Time series analysis comprises methods for analyzing time series data in order to extract meaningful statistics and other characteristics…
Python drawer
https://rise.cs.berkeley.edu/blog/pandas-on-ray-early-lessons/
RISE Lab
Pandas on Ray - Early Lessons from Parallelizing Pandas - RISE Lab
View the code on Gist.
Python drawer
https://testdriven.io/running-flask-on-docker-swarm
testdriven.io
Running Flask on Docker Swarm
This tutorial looks at how to run a Flask app on Docker Swarm.
Python drawer
https://snipcart.com/blog/django-ecommerce-tutorial-wagtail-cms
Snipcart
Guide to Django E-Commerce (Wagtail CMS Shop Tutorial)
Learn how to take advantage of the mix of Django & e-commerce. Follow this tutorial with Wagtail CMS to start quickly. Live demo & GitHub repo included.
Python drawer
http://www.randalolson.com/2018/07/04/does-batting-order-matter-in-major-league-baseball-a-simulation-approach
Dr. Randal S. Olson
Does batting order matter in Major League Baseball? A simulation approach
Randy Olson uses data science to learn whether batting order matters in Major League Baseball.
Python drawer
https://www.marsja.se/pandas-dataframe-read-csv-excel-subset/
Erik Marsja
A Basic Pandas Dataframe Tutorial for Beginners - Erik Marsja
In this tutorial we will work with Pandas Dataframe. We will create dataframes from Excel & CSV files but also how to subset, group, & much more!
Python drawer
https://read.iopipe.com/the-right-way-to-do-serverless-in-python-part-2-63430131239
Medium
The Right Way
™
to do Serverless in Python (Part 2)
In Part 1 we covered the serverless basics and got our feet wet with the Serverless Framework. If you haven’t read that part yet, it’s…
Python drawer
https://medium.com/mindorks/understanding-python-dataclasses-part-2-660ecc11c9b8
Medium
Understanding Python Dataclasses — Part 2
This is the second part of the two part series on Python’s new Dataclasses. In the first part I discussed the general usage of the new…
Python drawer
https://realpython.com/python-random/
Real Python
Generating Random Data in Python (Guide) – Real Python
You'll cover a handful of different options for generating random data in Python, and then build up to a comparison of each in terms of its level of security, versatility, purpose, and speed.
Python drawer
https://www.dataschool.io/how-to-update-your-scikit-learn-code-for-2018/
Data School
How to update your scikit-learn code for 2018
In 2015, I created a 4-hour video series called Introduction to machine learning in Python with scikit-learn. In the years since, hundreds of thousands of students have watched these videos, and thousands continue to do so every month. At the time of the…
Python drawer
https://github.com/chubin/wttr.in
GitHub
GitHub - chubin/wttr.in: :partly_sunny: The right way to check the weather
:partly_sunny: The right way to check the weather. Contribute to chubin/wttr.in development by creating an account on GitHub.
Python drawer
https://github.com/mukund109/word-mesh
GitHub
GitHub - mukund109/word-mesh: A context-preserving word cloud generator
A context-preserving word cloud generator. Contribute to mukund109/word-mesh development by creating an account on GitHub.
Python drawer
https://github.com/shobrook/statcode
GitHub
GitHub - shobrook/statcode: Man pages for HTTP status codes
Man pages for HTTP status codes. Contribute to shobrook/statcode development by creating an account on GitHub.
Python drawer
https://github.com/JordanReiter/django-impersonate-auth
GitHub
GitHub - JordanReiter/django-impersonate-auth: Impersonation backend for Django
Impersonation backend for Django. Contribute to JordanReiter/django-impersonate-auth development by creating an account on GitHub.
Python drawer
http://geoffboeing.com/2018/07/comparing-city-street-orientations/
Geoff Boeing
Comparing US City Street Orientations
This post is adapted from this research paper that you can read/cite for more info. It analyzes and visualizes 100 cities around the world.
Python drawer
https://medium.com/@mathmare_/pyng-a-simple-anomaly-detection-algorithm-2f355d7dc054
Medium
[PyNg] A Simple Anomaly Detection Algorithm
A chap called Andrew Ng [1][2][3][4] taught an online course called “Machine Learning”[5][6]. This course presents all different kinds of…
Python drawer
http://kldavenport.com/algorithm-complexity-part-1/
Kevin Davenport
Computability, Complexity, & Algorithms Part 1 - Kevin Davenport
In this series of posts we'll cover important concepts from computability theory; techniques for designing efficient algorithms.