AsyncIO

The author argues that asyncio is too complex, difficult to use, and that its performance benefits are not worth the added complexity for most applications. The author recommends using gevent, another Python library that allows asynchronous programming, as an alternative to asyncio.

https://charlesleifer.com/blog/asyncio/

Understanding CPUs can help speed up Numba and NumPy code

With a little understanding of how CPUs and compilers work, you can speed up NumPy with faster Numba code.

https://pythonspeed.com/articles/speeding-up-numba/

Frouros

Frouros is an open-source Python library for drift detection in machine learning systems.

https://github.com/IFCA/frouros

Audiocraft

Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.

https://github.com/facebookresearch/audiocraft

Gotchas of Streaming Pipelines: Profiling & Performance Improvements

Discover how Lyft identified and fixed performance issues in their streaming pipelines.

https://eng.lyft.com/gotchas-of-streaming-pipelines-profiling-performance-improvements-301439f46412

Maccarone

Maccarone is an experimental tool that lets you write English inside Python source code.

https://github.com/bsilverthorn/maccarone

Pro-Tip – pytest fixtures are magic!

Fixtures are building blocks for good tests and can increase development speed. The main issue with writing tests is setting up necessary data before the test, but pytest fixtures make it easier by injecting necessary data into your tests.

https://www.revsys.com/tidbits/pytest-fixtures-are-magic

Bringing Locality of Behaviour to Django Views and URLs

Introducing django-view-decorator, a Django package which brings Locality of Behaviour to your Views and URLs.

https://valberg.dk/bringing-locality-of-behaviour-to-django-views-and-urls.html

languagemodels

Explore large language models on any computer with 512MB of RAM.

https://github.com/jncraton/languagemodels

ricklamers / gpt-code-ui

An open source implementation of OpenAI's ChatGPT Code interpreter

https://github.com/ricklamers/gpt-code-ui

FableForge

Generate a picture book from a single prompt using OpenAI function calling, replicate, and Deep Lake.

https://github.com/e-johnstonn/FableForge

OpenTalker / video-retalking

SIGGRAPH Asia 2022 VideoReTalking: Audio-based Lip Synchronization for Talking Head Video Editing In the Wild

https://github.com/OpenTalker/video-retalking

Pandas for Data Analysis by Example

Learn how to use Pandas and Python for Data Analysis, to Data Cleaning and Data Wrangling. You will learn by creating real life projects interactively to help you take the next step in your Data Science Career.

https://www.youtube.com/watch?v=gtjxAH8uaP0

SevaSk / ecoute

Ecoute is a live transcription tool that provides real-time transcripts for both the user's microphone input (You) and the user's speakers output (Speaker) in a textbox. It also generates a suggested response using OpenAI's GPT-3.5 for the user to say based on the live transcription of the conversation.

https://github.com/SevaSk/ecoute

symbex: search Python code for functions and classes, then pipe them into a LLM

symbex is a new Python CLI tool that allows you to search Python code for functions and classes by name or wildcard, then see just the source code of those matching entities. symbex can then be used to pipe the source code into a large language model (LLM) for further analysis.

https://simonwillison.net/2023/Jun/18/symbex/