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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
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.
Python drawer
https://www.pythoncheatsheet.org/blog/python-sets-what-why-how
www.pythoncheatsheet.org
Python Sets: What, Why and How - Python Cheatsheet
When writing code, you can do it in more than a single way. Some are considered to be bad, and others, clear, concise and maintainable. Or pythonic. In this Article we are going to explore the way that Python Sets can help us not just with readability, but…
Python drawer
https://github.com/jerry-git/learn-python3#idiomatic-python
GitHub
GitHub - jerry-git/learn-python3: Jupyter notebooks for teaching/learning Python 3
Jupyter notebooks for teaching/learning Python 3. Contribute to jerry-git/learn-python3 development by creating an account on GitHub.
Python drawer
http://stackabuse.com/the-naive-bayes-algorithm-in-python-with-scikit-learn/
Stack Abuse
The Naive Bayes Algorithm in Python with Scikit-Learn
When studying Probability & Statistics, one of the first and most important theorems students learn is the Bayes' Theorem. This theorem is the foundation of...
Python drawer
https://www.thepythoncorner.com/2018/05/object-serialization-inpython.html
Thepythoncorner
Object serialization in Python
Today we’re going to explore a wonderful feature that the Python library offers to you out of the box: the serialization. To serialize an o...
Python drawer
https://www.nexedi.com/NXD-Blog.Multicore.Python.HTTP.Server
Nexedi
A multi-core Python HTTP server (much) faster than Go (spoiler: Cython)
A multi-core Python HTTP server that is about 40% to 110% faster than Go can be built by relying on the Cython language and LWAN C library. A proof of concept validates the possibility of high performance system programming in the Cython language.
Python drawer
https://blog.wallaroolabs.com/2018/07/detecting-spam-as-it-happens-getting-erlang-and-python-working-together-with-wallaroo/
Wallaroolabs
Detecting Spam as it happens: Getting Erlang and Python working together with Wallaroo
Official blog of the Wallaroo Labs Engineering team
Python drawer
https://python-packaging-tutorial.readthedocs.io/en/latest/
Python drawer
https://serafin.io/slack-django-errors/
Dominik Serafin
Logging Django errors to Slack channels.
I've then got the Eureka Moment. Why not use Slack? People are using it to order Uber, look at GIFs or play ping-pong. So why not use it for error reporting?