#509: GPU Programming in Pure Python
Talk Python To Me11 Kesä 2025

#509: GPU Programming in Pure Python

If you're looking to leverage the insane power of modern GPUs for data science and ML, you might think you'll need to use some low-level programming language such as C++. But the folks over at NVIDIA have been hard at work building Python SDKs which provide nearly native level of performance when doing Pythonic GPU programming. Bryce Adelstein Lelbach is here to tell us about programming your GPU in pure Python.

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#542: Zensical - a modern static site generator

#542: Zensical - a modern static site generator

If you've built documentation in the Python ecosystem, chances are you've used Martin Donath's work. His Material for MKDocs powers docs for FastAPI, uv, AWS, OpenAI, and tens of thousands of other pr...

25 Maalis 1h 4min

#541: Monty - Python in Rust for AI

#541: Monty - Python in Rust for AI

When LLMs write code to accomplish a task, that code has to actually run somewhere. And right now, the options aren't great. Spin up a sandboxed container and you're paying a full second of cold start...

19 Maalis 1h 5min

#540: Modern Python monorepo with uv and prek

#540: Modern Python monorepo with uv and prek

Monorepos -- you've heard the talks, you've read the blog posts, maybe you've seen a few tantalizing glimpses into how Google or Meta organize their massive codebases. But it's often in the abstract a...

13 Maalis 1h 2min

#539: Catching up with the Python Typing Council

#539: Catching up with the Python Typing Council

You're adding type hints to your Python code, your editor is happy, autocomplete is working great. But then you switch tools and suddenly there are red squiggles everywhere. Who decides what a float a...

6 Maalis 1h 1min

#538: Python in Digital Humanities

#538: Python in Digital Humanities

Digital humanities sounds niche, until you realize it can mean a searchable archive of U.S. amendment proposals, Irish folklore, or pigment science in ancient art. Today I’m talking with David Flood f...

28 Helmi 1h 12min

#537: Datastar: Modern web dev, simplified

#537: Datastar: Modern web dev, simplified

You love building web apps with Python, and HTMX got you excited about the hypermedia approach -- let the server drive the HTML, skip the JavaScript build step, keep things simple. But then you hit th...

21 Helmi 1h 16min

#536: Fly inside FastAPI Cloud

#536: Fly inside FastAPI Cloud

You've built your FastAPI app, it's running great locally, and now you want to share it with the world. But then reality hits -- containers, load balancers, HTTPS certificates, cloud consoles with 200...

10 Helmi 1h 7min

#535: PyView: Real-time Python Web Apps

#535: PyView: Real-time Python Web Apps

Building on the web is like working with the perfect clay. It’s malleable and can become almost anything. But too often, frameworks try to hide the web’s best parts away from us. Today, we’re looking ...

23 Tammi 1h 7min