Building the Future of TensorFlow

We’ve started planning the future of TensorFlow! In this article, we’d like to share our vision.

https://blog.tensorflow.org/2022/10/building-the-future-of-tensorflow.html

EnCodec

State-of-the-art deep learning based audio codec supporting both mono 24 kHz audio and stereo 48 kHz audio.

https://github.com/facebookresearch/encodec

Building Generator Pipelines in Python

This article proposes an elegant way to build generator pipelinesGenerator pipelines: a straight ...

https://towardsdatascience.com/building-generator-pipelines-in-python-8931535792ff

Django Performance Improvements - Part 4: Caching in Django Applications

In the first three parts of this series around improving performance in your Django applications, we focused on database, code optimization, and frontend optimization. In part 4, we will focus on ways to improve the speed of the Django applications.

https://blog.sentry.io/2022/10/24/django-performance-improvements-part-4-caching-in-django-applications/

Better Python input with Rich

Do you use the "input" builtin to get input from the user? You might want to consider using the input facilities provided by the Rich package instead. This video shows you some of the reasons why Rich is a better option, and some of the features it offers.

https://www.youtube.com/watch?v=dxm_HEqzggs

Generating memes and infographics with Pillow

Pillow is used for simple operations on images, like resizing, converting to other file formats, and so on. It also can be used to generate custom graphics like infographics or composites of multiple images - memes, infographics, and more. Let's take a look at how it can be done.

https://rk.edu.pl/en/generating-memes-and-infographics-with-pillow/

My essential guidelines for better Django development

Contents

Introduction
Model design guidelines
Avoid using choices
Always use ...

https://spapas.github.io/2022/09/28/django-guidelines/

DeepXDE

DeepXDE is a library for scientific machine learning and physics-informed learning.

https://github.com/lululxvi/deepxde

When should you upgrade to Python 3.11?

Python 3.11 is out now–but should you switch to it immediately?
And if you ...

https://pythonspeed.com/articles/upgrade-python-3.11/

DataProfiler

The DataProfiler is a Python library designed to make data analysis, monitoring and sensitive data detection easy.

https://github.com/capitalone/dataprofiler

DictDataBase

A Python NoSQL database that uses dicts, and provided thread and process safety.

https://github.com/mkrd/DictDataBase

PyWeb3D

Use the three.js library without writing a single line of JavaScript.

https://github.com/Bruno-Odinukweze/PyWeb3D

How to Safely Pass Data to JavaScript in a Django Template

You want to pass your data from your Django view to JavaScript, in your template.
And, you want to ...

https://adamj.eu/tech/2022/10/06/how-to-safely-pass-data-to-javascript-in-a-django-template/

cuallee

A data quality acceleration library to get data sets verified in a friendly interface.

https://github.com/canimus/cuallee

TheLastBen / fast-stable-diffusion

fast-stable-diffusion, +25-50% speed increase + memory efficient + DreamBooth

https://github.com/TheLastBen/fast-stable-diffusion

Dynamically update periodic tasks in Celery and Django

Celery is a popular distributed tasks queue. The most common approach is to define the periodic tasks before the Celery worker is started. What if we would like to define periodic tasks dynamically?

https://saasitive.com/tutorial/dynamically-update-periodic-tasks-celery/

How We Recreated the Dixie Wildfire’s Plume from Radar and Satellite Data

New York Times Graphics and R&D engineers worked with wildfire experts to visualize how fires create their own weather patterns. An engineer describes the process behind this data driven graphic.

https://open.nytimes.com/how-we-recreated-the-dixie-wildfires-plume-from-radar-and-satellite-data-d6e829a727cd