Python Weekly (Issue 540 March 3 2022)

Python Weekly - Issue 540

March 03, 2022

Python Weekly

Welcome to issue 540 of Python Weekly. We are giving away

2 free tickets to 2022 Python Web Conference

. If you are interested please

.

Articles, Tutorials and Talks

In this video Kaggle Grandmaster Rob shows you how to use python and librosa to work with audio data.

Find out why your Python apps are using too much memory and reduce their RAM usage with these simple tricks and efficient data structures.

This post introduces an approach to automatic musical composition, including the theory, the algorithm, and a Python package implementation ch0p1n.

Learn how to use Python to generate a collection of unique profile-picture avatar by layering images from a directory. This is the technique used bymany popular NFT collections like Cryptopunks or Bored Ape.

In this post, you will discover how to use two common serialization libraries in Python to serialize data objects (namely pickle and HDF5) such as dictionaries and Tensorflow models in Python for storage and transmission

SonarLint is a free & Open Source IDE extension that helps you find & fix bugs and security issues from the moment you start writing Python code. Simply install from your IDE marketplace. Learn More.

SPONSOROne Voice Detector to Rule Them AllIn this article we will tell you about Voice Activity Detection in general, describe our approach to VAD metrics, and show how to use our VAD and test it on your own voice.Awesome Pandas Tricks - Advent of Code Problems 1-5 Learn these fun, exciting, unusual and just plain awesome pandas tricks to solve problems from the Advent of Code.Transfer Learning on Greyscale ImagesHow to Fine-Tune Pretrained Models on Black-and-White Datasets.Practical Quantization in PyTorchQuantization is a cheap and easy way to make your DNN run faster and with lower memory requirements. PyTorch offers a few different approaches to quantize your model. In this blog post, we’ll lay a (quick) foundation of quantization in deep learning, and then take a look at how each technique looks like in practice. Finally we’ll end with recommendations from the literature for using quantization in your workflows.Some notes on writing parser-based interactive fiction in Python How to use httpx, a web client for Python Link Prediction Recommendation Engines with Node2VecInteresting Projects, Tools and LibrariesWhyProfilerWhyProfiler is a CPU profiler for Jupyter notebook that not only identifies hotspots but can suggest faster alternatives.minibossThe most versatile way to manage containers locally.TorchStudioIDE for PyTorch and its ecosystem.RasgoQLRasgoQL is a Python package that enables you to easily query and transform tables in your Data Warehouse directly from a notebook.skillmapA tool for generating skill map/tree like diagram.SQLAdminSQLAdmin is a flexible Admin interface for SQLAlchemy models.dirty-equalsDoing dirty (but extremely useful) things with equals.NebullvmEasy-to-use library to boost AI inference leveraging multiple DL compilers. Upcoming Events and WebinarsVirtual: PyRVA Meetup March 2022There will be a talk, Use RestructuredText to create rich email messages.  

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