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๐Ÿน Latest

Flash Attention derived and coded from first principles with Triton (Python)
This video provides an in-depth, step-by-step explanation of Flash Attention, covering its derivation, implementation, and underlying concepts. The presenter explains CUDA, Triton, and autograd from scratch, then derives and codes both the forward and backward passes of Flash Attention.

BeamerQt
PyQt-based application to create Beamer-LaTeX Presentations.

microsoft / autogen
A programming framework for agentic AI ๐Ÿค–

Thoughts on Djangoโ€™s Core
Django's longevity is attributed to its stable core, time-based releases, and API stability policy. While there's enthusiasm for expanding Django's features, the author argues that the core should remain focused and prioritize stability. Instead, the community should embrace third-party packages as a way to innovate and extend Django's capabilities without compromising its core.

Muon
Muon optimizer for neural networks: >30% extra sample efficiency, <3% wallclock overhead.


๐Ÿ’– Most Popular in the Last Two Weeks

Basilisp: Clojure on the Python VM
Everyone knows Clojure runs on the JVM and CLR, in Node, and in the browser, but what about Python? Basilisp is a mostly-compatible implementation of Clojure for Python, enabling users who may not be familiar with Java or JavaScript to experience the joy of Clojure.

Tinylangs: Programming languages in 50 lines of Python

The Polars vs pandas difference nobody is talking about
A closer look at non-elementary group-by aggregations.

Pex: A tool for generating .pex (Python EXecutable) files, lock files and venvs

ToolGit
ToolGit is a collection of scripts that extend Git with various sub-commands to make life easier.


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