Building the Same App Using Various Web Frameworks
FastAPI, FastHTML, Next.js, SvelteKit, and thoughts on how coding assistants influence builders' choices.
Eugene Yan8 min read
python
151 stories
The Importance of Effectively Experimenting in an AI PhD
Engineering and running experiments are a key component of most PhDs in AI. While there are plenty of more theoretical topics that are often limited to smaller scale experimentation, the trend has definitely been to scale up models, datasets and experiments.
David Stutz - Paper Reviews10 min read
Exploring Line Lengths in Python Packages
This week, Twitter upped their single-tweet character limit from 140 to 280, purportedly based on this interesting analysis of tweet lengths published on Twitter's engineering blog.
Python Data Science Handbook by Jake VanderPlas Blog11 min readExposing Python 3.6's Private Dict Version
/*! * * IPython notebook * */ /* CSS font colors for translated ANSI colors. */ .ansibold { font-weight: bold; } /* use dark versions for foreground, to improve visibility */ .ansiblack { color: black; } .ansired { color: darkred; } .ansigreen { color: darkgreen; } .ansiyellow { color: #c4a000; }…
Python Data Science Handbook by Jake VanderPlas Blog8 min read
Group-by From Scratch
I've found one of the best ways to grow in my scientific coding is to spend time comparing the efficiency of various approaches to implementing particular algorithms that I find useful, in order to build an intuition of the performance of the building blocks of the scientific Python ecosystem.
Python Data Science Handbook by Jake VanderPlas Blog9 min read
Why Python is Slow: Looking Under the Hood
/*! * * IPython notebook * */ /* CSS font colors for translated ANSI colors. */ .ansibold { font-weight: bold; } /* use dark versions for foreground, to improve visibility */ .ansiblack { color: black; } .ansired { color: darkred; } .ansigreen { color: darkgreen; } .ansiyellow { color: #c4a000; }…
Python Data Science Handbook by Jake VanderPlas Blog17 min readAn Introduction to the Python Buffer Protocol
This is a bit of a niche topic, but I figured there might be one or two people out there who would find this useful (including my future self)... today I managed to implement a simple Python object which exposes the buffer protocol.
Python Data Science Handbook by Jake VanderPlas Blog16 min read
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