"There is commonality between text classifiers and compression and there are algorithms out there to do one with the other, but it requires an incremental compressor. Python 3.14 added Replay is a practical conference for developers building real systems. Join our Python AI & versioning workshop covering durable AI agents, safe workflow evolution, In one of David's libraries, he needed to detect whether Python got called with the"
"Text Classification With Python 3.14's zstd Module zstd which supports this feature, allowing Max to take a stab at doing ML with a compressor. MAX HALFORD Is It a Class or a Function? If a callable feels like a function, we often call it a function... even when it's not! The Python standard library is filled with things that we think are functions but really are callables. TREY HUNNER"
"Getting Started With Google Gemini CLI Learn how to use Gemini CLI to bring Google's AI-powered coding assistance into your terminal for faster code analysis, debugging, and fixes. course REAL PYTHON PEP 815: Deprecate RECORD.jws and RECORD.p7s (Final) PYTHON.ORG Python 3.14.3 and 3.13.12 Released CPYTHON DEV BLOG Django Security Releases Issued: 6.0.2, 5.2.11, and 4.2.28 DJANGO SOFTWARE FOUNDATION Articles & Tutorials"
Text classification and compression share common algorithms, and using an incremental compressor enables performing classification through compression. Python 3.14 adds zstd support that allows experimenting with machine learning via compression. The Python standard library contains many callables that behave like functions, blurring the line between classes and functions. Google Gemini CLI provides AI-powered coding assistance in the terminal for faster analysis, debugging, and fixes. PEP 815 deprecates RECORD.jws and RECORD.p7s. Python 3.14.3 and 3.13.12 were released. Django issued security releases for 6.0.2, 5.2.11, and 4.2.28. Workshops and conferences cover durable AI agents and production-ready deployment.
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