[m3at]

> mostly because it's the scripting language of choice for PyTorch and AI-adjacent libraries/tooling/frameworks

I would politely disagree. Torch started in Lua, and switched to Python because of its already soaring popularity. Whatever drove Python's growth predates modern AI frameworks

[int_19h]

Python was already big for scientists back in 2010. I remember working on Python tooling at the time, and DS/ML was one of our single largest user groups. It was already popular enough to have an IDE specifically for scientific Python use: https://en.wikipedia.org/wiki/Spyder_(software).

As far as I could tell, it had to do with two things. First, Python is notoriously dynamic and extensible, making it possible to implement "sloppy" syntax like advanced slicing or dataframes. But also, those guys had lots of pre-existing C and Fortran code, and Python had one of the easiest extensibility APIs to wrap it as high-level packages. And with IPython, you had a nice REPL with graphing to use all that from, and then of course notebooks happened.

[agentultra]

Yeah, I can see that. At the time of the talk Feldman claims Python is a slow-and-steady language. It definitely did get a lot of support from the scientific/engineering community for a long time. I spent a good part of my career with Python from about 2006-2016.

It had boosts from Django... but it never had Rails' level of popularity. You kinda have to be first-to-market and that good to get the "killer app" effect.

It's also been integrated as the scripting language for several popular software pacakges (Blender comes to mind).

Machine learning and now... "AI"; seems to be a market cornered by Python quite a bit.

[spooky_deep]

Google blessed Python at a time when Java didn’t even have lambdas.

[aeonik]

A MAJOR portion of popularity was because of this xkcd comic.

https://xkcd.com/353/

It hit the front page of Slashdot, Digg, Reddit, made the rounds on Hacker news, etc... (https://news.ycombinator.com/item?id=86246)

Django was also very popular at the time.

I had already learned Basic, C++, Java, and C#. I wanted to add a dynamic scripting language that was cross-platform under my belt.

A lot of my peers were in the same boat.

Python seemed at the time, to be the only general purpose scripting language that was easy to use on multiple platforms.

I had heard bad things about Perl being write only, and Ruby being tough to deploy, I also found it hard to read. (Which is a shame they are wonderful languages, though Ruby is dog slow, Python is slow too, but Ruby is worse somehow).

IIRC Google and some other large companies were pushing it as one of their official languages.

Right as Python was rocketing in popularity, Go came out, and I also heard a lot of good things about Clojure (they seemed neck and neck in popularity from my incorrect perspective at the time, lol).

[graemep]

I think Python became popular before Go came out.

Do you mean the comic was responsible, or the comic explains why Python is popular? It is definitely the ecosystem. As you said its general purpose. It is used for numerical computing and visualisation, web apps, GUIs, sysadmin. Even a reasonably popular DVCS is written in Python.

[aeonik]

I wrote: “Right as Python was rocketing in popularity, Go came out.”

I wasn’t talking chronology of first release, just describing the overlap in hype cycles back then.

The comic was released in 2007, and started heading to the moon. Go came out around 2009, and almost instantly got traction.

[graemep]

I do not mean to disagree with just, just wanted to clarify some wording and add to the "general purpose aspect of Python.