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silero-models Pre-trained speech-to-text, text-to-speech and text-enhancement models made embarrassingly simple. https://github.com/snakers4/silero-models

Red Engine: modern scheduling framework for Python applications https://red-engine.readthedocs.io/en/stable/index.html

PyTorch 1.12 This release is composed of over 3124 commits, 433 contributors. Along with 1.12, we are releasing beta versions of AWS S3 Integration, PyTorch Vision Models on Channels Last on CPU, Empowering PyTorch on Intel® Xeon® Scalable processors with Bfloat16 and FSDP API. https://pytorch.org/blog/pytorch-1.12-released/

data-diff Efficiently diff rows across two different databases. https://github.com/datafold/data-diff

A recipe recommendation system Learn how to build a recipe recommendation system with Python, embeddings and FAISS. https://duarteocarmo.com/blog/scandinavia-food-python-recommendation-systems

How to Run a Django Migration “By Hand” https://adamj.eu/tech/2022/06/29/run-a-django-migration-by-hand/

Multiprocessing in Python: The Complete Guide This guide provides a detailed and comprehensive guide to multiprocessing in Python, including how processes work, how to use processes in multiprocessor programming, concurrency primitives used with processes, common questions, and best practices. https://superfastpython.com/multiprocessing-in-python/

Procedural music composition with Python An exploration on composing a musical ensemble using arvo and music21 with minimalistic procedural composition techniques. https://deepnote.com/@essia/Procedural-music-composition-with-arvo-9b35ebd7-63e0-47bc-a3d5-c503954a083d

Python Flask has no remaining open issues or pull requests https://twitter.com/davidism/status/1542956488355762176

parti-pytorch Implementation of Parti, Google's pure attention-based text-to-image neural network, in Pytorch. https://github.com/lucidrains/parti-pytorch

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fastapi-postgresql FastAPI + Postgres project generator. https://github.com/lorenzocesconetto/fastapi-postgresql

Python Lazy Imports With Cinder https://developers.facebook.com/blog/post/2022/06/15/python-lazy-imports-with-cinder/

Logging in Python Like a Pro https://guicommits.com/how-to-log-in-python-like-a-pro/

quaterion Blazing fast framework for fine-tuning similarity learning models. https://github.com/qdrant/quaterion

Python Image Segmentation Tutorial https://www.youtube.com/watch?v=UIgaLDgb2fY

PyPI: Python packets steal AWS keys from users https://blog.sonatype.com/python-packages-upload-your-aws-keys-env-vars-secrets-to-web

“Don’t Mock What You Don’t Own” in 5 Minutes A common issue programmers have when they try to test real-world software is how to deal with third-party dependencies. Let’s examine an old, but counter-intuitive principle. https://hynek.me/articles/what-to-mock-in-5-mins/

Discovering and Debugging a PyTorch Performance Decrease Subclassed Tensors Reduce GPU Throughput up to Forty Percent. https://benjaminwarner.dev/2022/06/14/debugging-pytorch-performance-decrease

What's New in Python 3.11? https://deepsource.io/blog/python-3-11-whats-new/