Mastodawn

emeryberger Nov 28, 2024

RightTyper: A Python 3.12+ type assistant that adds type hints to your code. https://github.com/righttyper/righttyper, python3 -m pip install righttyper

RightTyper turns type checking into anomaly detection: it captures the most commonly used types, letting a type checker like mypy detect possibly incorrect type mismatches in your code.

GitHub - RightTyper/RightTyper: A fast and efficient type assistant for Python, including tensor shape inference

A fast and efficient type assistant for Python, including tensor shape inference - RightTyper/RightTyper

GitHub

emeryberger Oct 1, 2023

Tremendously fun performance by @jonathancoulton in Amherst @thedrakeamherst, and a super crowd! Two chords were enough to get the entire audience singing in unison the refrain to Re: Your Brains
https://youtu.be/8tmzjaN2DWc?si=RzJbFzBiXKUaCC1J

Re: Your Brains

YouTube

emeryberger Sep 20, 2023

Now available in the Visual Studio Marketplace: the Scalene VS Code Extension! Now you can profile your Python code from the comfort of your IDE! (Note: you need to install the latest version of VS Code and Scalene.) https://marketplace.visualstudio.com/items?itemName=EmeryBerger.scalene

Scalene - Visual Studio Marketplace

Extension for Visual Studio Code - Scalene: An AI-powered CPU+GPU+memory profiler for Python

emeryberger Sep 5, 2023

Hope he enjoys the card. https://adl.org/donate

emeryberger Sep 5, 2023

Just donated some money to https://www.adl.org/. Dedicated to Elon Musk.

Homepage ORG

ADL

emeryberger Aug 30, 2023

Great article from The Register on our Scalene profiler https://github.com/plasma-umass/scalene, with a hilarious subtitle shout-out to Dolly Parton to boot! "Scalene, Scalene, Scalene, Scalene, I'm beggin' of you please improve my code" 😂

"This profiler chatbot promises to help speed up your Python – we can believe it": https://www.theregister.com/2023/08/30/scalene_ai_advice_python/

GitHub - plasma-umass/scalene: Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals

Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals - plasma-umass/scalene

GitHub

emeryberger Mar 17, 2023

Now with its own easy to remember URL: https://csconferences.org, a site dedicated to collecting information about Computer Science conferences. More conferences and areas coming! Pull requests to https://github.com/emeryberger/csconferences welcome (one just added Embedded & Real-time Systems, thanks @mnwrhsn!). The graphs are in some cases pretty eye-popping (check out those y-axes on the AI conferences). Easy links, too - try https://csconferences.org/#AAAI.

csconferences.org

Major CS conference publication stats (including accepted and submitted) by year.

csconferences

emeryberger Feb 28, 2023

BIG new release of the Scalene profiler for Python (1.5.20) with TONS of improvements to its AI-powered proposed optimization - we've seen speedups up to 300x! (Some examples here: https://github.com/plasma-umass/scalene/issues/554) https://github.com/plasma-umass/scalene, `python3 -m pip install scalene`

Success stories using Scalene's optimization suggestions · Issue #554 · plasma-umass/scalene

This thread is meant to document and collect successful optimizations suggested by Scalene (vs. the more general success stories given here: #58).

GitHub

emeryberger Feb 20, 2023

Show your laptop some love with a shiny "holographic" Scalene sticker - the best Python profiler, and the first ever with AI-infused optimization suggestions! (If you haven't installed it yet, you're missing out! https://github.com/plasma-umass/scalene, `pip install scalene`). DM me and we'll mail you one (while they last - supplies limited)

GitHub - plasma-umass/scalene: Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals

Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals - plasma-umass/scalene

GitHub

emeryberger Feb 10, 2023

RT @StackOverflow:

AI giveth and AI taketh away. Our Head of Content @benpopper chats with Professor @emeryberger, who teaches computer science at the University of Massachusetts Amherst, to discuss recent advances in AI and potential ramifications of its use in education.

https://stackoverflow.blog/2023/02/10/does-your-professor-pass-the-turing-test-ep-537/

Does your professor pass the Turing test? (Ep. 537)

How can educators (and students) adapt to the inevitable rise of AI?

Stack Overflow Blog

Affiliation	Univ. of Massachusetts Amherst
Personal GitHub	https://github.com/emeryberger
Lab GitHub	https://github.com/plasma-umass
Home page	https://emeryberger.com