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The Digital Cat: How to write a Pelican theme for your static website

Link: https://www.thedigitalcatonline.com/blog/2021/03/25/how-to-write-a-pelican-theme-for-your-static-website/

I run The Digital Cat using a static site generator called Pelican, created by my friend Justin Mayer and actively maintained by him and other developers. I also gave some minor contributions to the p
EuroPython: 20th Anniversary of EuroPython

Link: https://blog.europython.eu/20th-anniversary-of-europython/

This year's conference will mark the 20th edition of the EuroPython conference.Since we started touring Europe in 2002 in Charleroi, Belgium, we have come a long way. The conference has grown from the
EuroPython Society: 20th Anniversary of EuroPython

Link: https://www.europython-society.org/20th-anniversary-of-europython/

This year's conference will mark the 20th edition of the EuroPython conference:Since we started touring Europe in 2002 in Charleroi, Belgium, we have come a long way. The conference has grown from the
Kushal Das: The correct spelling is Tor

Link: https://kushaldas.in/posts/the-correct-spelling-is-tor.html



The correct spelling is Tor, not TOR or any other variations.
Please use the correct spelling of the project.
Ben Cook: SageMaker Studio Quick Start

Link: https://jbencook.com/sagemaker-studio-quick-start/

A step-by-step quick start guide for SageMaker Studio. Start a Studio session, launch a notebook on a GPU instance and run object detection inference with a detectron2 pre-trained model.
Ben Cook: NumPy Meshgrid: Understanding np.meshgrid()

Link: https://jbencook.com/numpy-meshgrid/

You can create multi-dimensional coordinate arrays using the np.meshgrid() function, which is also available in PyTorch and TensorFlow. But watch out! PyTorch uses different indexing by default so the
Ben Cook: Linear Interpolation in Python: An np.interp() Example

Link: https://jbencook.com/numpy-interpolate/

It's easy to linearly interpolate a 1-dimensional set of points in Python using the np.interp() function from NumPy.
Ben Cook: Binary Cross Entropy Explained

Link: https://jbencook.com/binary-cross-entropy/

A simple NumPy implementation of the binary cross entropy loss function and some intuition about why it works.
Ben Cook: NumPy All: Understanding np.all()

Link: https://jbencook.com/numpy-all/

The np.all() function tests whether all elements in a NumPy array evaluate to true.
Ben Cook: Finding the Mode of an Empirical Continuous Distribution

Link: https://jbencook.com/mode-of-continuous-distribution/

You can find the mode of an empirical continuous distribution by plotting the histogram and looking for the maximum bin.
Ben Cook: NumPy Where: Understanding np.where()

Link: https://jbencook.com/numpy-where/

The NumPy where function is like a vectorized switch that you can use to combine two arrays.
Ben Cook: TorchVision Transforms

Link: https://jbencook.com/torchvision-transforms/

TorchVision, a PyTorch computer vision package, has a great API for image pre-processing in its torchvision.transforms module. This post gives some basic usage examples, describes the API and shows yo
Ben Cook: Filtering DataFrames with the .query() Method in Pandas

Link: https://jbencook.com/pandas-query/

Pandas provides a .query() method on DataFrame's with a convenient string syntax for filtering DataFrames. This post describes the method and gives simple usage examples.
Python Morsels: Tuple unpacking

Link: https://www.pythonmorsels.com/topics/tuple-unpacking/




Transcript
Let's talk about tuple unpacking in Python.
An alternative to hard-coded indexes
We have a three-item tuple, called p:
>>> p = (2, 1, 3)

We can access each of the things in this tuple b
Janusworx: Thoughts on Setting Up a Blog

Link: https://janusworx.com/blog/thoughts-on-setting-up-a-blog/

This post was first sent to my newsletter on March 19th, 2021.
You really ought to subscribe :)
I blame Mahe for this post.

Hey, Jason!
Can you please write an article on how to build a website l
Real Python: The Real Python Podcast – Episode #53: Improving the Learning Experience on Real Python

Link: https://realpython.com/podcasts/rpp/53/

If you haven't visited the website lately, then you're missing out on the updates to realpython.com! The site features a completely refreshed layout with multiple sections to help you take advantage o
Talk Python to Me: #309 What ML Can Teach Us About Life: 7 Lessons

Link: https://talkpython.fm/episodes/show/309/what-ml-can-teach-us-about-life-7-lessons

Machine learning and data science are full of best practices and important workflows. Can we extrapolate these to our broader lives? Eugene Yan and I give it a shot on this slightly more philosophical
PyCharm: PyCharm 2021.1 EAP 5 is Out!

Link: http://feedproxy.google.com/~r/Pycharm/~3/fmi8Yqd7-DU/


We’ve addressed a long list of issues in this bug-fix release. Here’s just a few of the major fixes:


UX: The IDE no longer gets stuck when you cancel the process of opening (starting up) a project.
Quansight Labs Blog: Accessibility: Who's Responsible?

Link: https://labs.quansight.org/blog/2021/03/accessibility-whos-responsible/


JupyterLab Accessibility Journey Part 1
For the past few months, I've been part of a group of people in the JupyterLab community
who've committed to start chipping away at the many accessibility fai