PythonHub

Python 3.12.0 beta 3 released https://pythoninsider.blogspot.com/2023/06/python-3120-beta-3-released.html

Maccarone Maccarone is an experimental tool that lets you write English inside Python source code. https://github.com/bsilverthorn/maccarone

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

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

Python Dict – An Explorable Explanation https://just-taking-a-ride.com/inside_python_dict/chapter1.html

Frouros Frouros is an open-source Python library for drift detection in machine learning systems. https://github.com/IFCA/frouros

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/

Proposing a Struct Syntax for Python https://snarky.ca/proposing-a-struct-syntax/

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/

How to Create a UTF-16 Surrogate Pair by Hand, with Python https://www.oilshell.org/blog/2023/06/surrogate-pair.html

Python in Visual Studio Code – June 2023 Release This release includes the following announcements: https://devblogs.microsoft.com/python/python-in-visual-studio-code-june-2023-release/

CSV-AI CSV-AI is the ultimate app powered by LangChain, OpenAI, and Streamlit that allows you to unlock hidden insights in your CSV files. With CSV-AI, you can effortlessly interact with, summarize, and analyze your CSV files in one convenient place. https://github.com/Safiullah-Rahu/CSV-AI

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

Deep Learning for Computer Vision with Python and TensorFlow https://www.youtube.com/watch?v=IA3WxTTPXqQ

Show HN: Agency – Unifying human, AI, and other computing systems, in Python https://github.com/operand/agency

Understanding GPT tokenizers Large language models such as GPT-3/4, LLaMA and PaLM work in terms of tokens. They take text, convert it into tokens (integers), then predict which tokens should come next. Playing around with these tokens is an interesting way to get a better idea for how this stuff actually works under the hood. https://simonwillison.net/2023/Jun/8/gpt-tokenizers/

h2oai / h2ogpt Join us at H2O.ai to make the world's best open-source GPT with document and image Q&A, 100% private chat, no data leaks, Apache 2.0 https://arxiv.org/pdf/2306.08161.pdf https://github.com/h2oai/h2ogpt

Python GUIs https://www.pythonguis.com

Scalene: A high-performance, CPU, GPU, and memory profiler for Python https://github.com/plasma-umass/scalene

SQL Databases with Pandas and Python - A Complete Guide In this Python tuturial we talk all about connecting to SQL Databases with Python and Pandas. Python is the swiss army knife of data anaylsis, and relational databases are the most common way data is stored at small and large companies. Learning how to best connect the two is an essential skill for any data professional. https://www.youtube.com/watch?v=DiQ5Hni6oRI