18 common anti-patterns that are worth remembering when #programming in #Python. #DataSciencehttps://t.co/cUCXUyv3ds pic.twitter.com/HqHGzV1763

— Randy Olson (@randal_olson) August 23, 2021

Free idea: A Slack plug-in for startups that attaches equity amounts to names:

Bob (34.6%): “Startup life is about the hustle, let do a 48 hour producthackathon!”

Jake (0.01%): “Uh, I have my a wedding this weekend”

Sally (49.4%): “I thought you believed in this company?”

— ChrisAlbon.com (@chrisalbon) August 20, 2021

I love how some of the nitty gritty details are explained.

For example, the Transformer and it’s positional encoding scheme is relied upon to create a vector representation of the world from images (which are first processed through a common ‘virtual camera’). pic.twitter.com/jjBtmDAfme

— hardmaru (@hardmaru) August 20, 2021

Do Vision Transformers See Like Convolutional Neural
Networks?
pdf: https://t.co/5Yz5F2PZwO
abs: https://t.co/bpHO2rOYDv

find striking differences between the two architectures, such as ViT having more uniform representations across all layers pic.twitter.com/0KT0KE16f9

— AK (@ak92501) August 20, 2021

Can Europe go green without nuclear power? My instinct is to avoid nuclear as much as possible as the potential downside is big even if the risk is tiny. That said, if the goal is to drive emissions down, nuclear might well be worth considering. Source: https://t.co/ktPPIgSx3u pic.twitter.com/nS8RQ4jVE1

— Simon Kuestenmacher (@simongerman600) August 19, 2021

"Pitfalls in Machine Learning Research: Reexamining the Development Cycle" -- Nice write-up by Stella Biderman & Walter Scheirer on improving your methodological ML practices, incl (1) algorithm design/choice, (2) data collection, and (3) model evaluation: https://t.co/YMcCFhpWCv

— Sebastian Raschka (@rasbt) August 18, 2021

Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data now on @huggingface Spaces using @Gradio
demo: https://t.co/3KXzlj5M7Z
paper: https://t.co/1j8gR7uDIC
github: https://t.co/IE0O5SHDDF pic.twitter.com/4LH9oIWO15

— AK (@ak92501) August 17, 2021

SOTR: Segmenting Objects with Transformers
pdf: https://t.co/eplIKD4mgZ
abs: https://t.co/ARAaQ7VJAe
github: https://t.co/XlVZrJh25P

performs well on the MS COCO dataset and surpasses sota instance segmentation approaches pic.twitter.com/06tH3XPtKQ

— AK (@ak92501) August 17, 2021

11 Short Videos About AI Ethicshttps://t.co/U8gSlUxdeG

— Rachel Thomas (@math_rachel) August 16, 2021

As of August 13, we no longer accept password authentication for Git operations. @_mph4 gives a rundown of available 2FA options - including a GitHub-branded YubiKey! https://t.co/wgQg9P0MZ0

— GitHub (@github) August 16, 2021

This is not a healthy work culture. Don’t let your boss convince you that this is noble or normal. And Internet Explorer sucked. https://t.co/eVZSbJJu9q

— Eva (@evacide) August 15, 2021

Past, present, and projected air conditioning use by income group across eight countries. Richer cohorts and richer nations can afford to cool more which leads to more need for cooling. Source: https://t.co/OJN0LZRPFR pic.twitter.com/kTVXxRWSa8

— Simon Kuestenmacher (@simongerman600) August 15, 2021