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Kobra – visual programming language for machine learning

235 points| amrrs | 4 years ago |kobra.dev | reply

30 comments

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[+] amasad|4 years ago|reply
Kobra is awesome! They're part of the Replit Venture program (https://blog.replit.com/ventures). The company is started by 16 year old hackers. There is a cool demo of the product here: https://kobra.dev/demo
[+] Abishek_Muthian|4 years ago|reply
Replit Ventures itself seems like a neat endeavor to support cool projects like Kobra, especially since the barrier for entry seems to be low. I wish it succeeds and helps create successful startups on the way.

PS

I would like to add Replit Ventures under the incubator section of my curated list of startup tools - https://startuptoolchain.com/ . Which URL should I be pointing to? Is that blog page current home for Replit Ventures as the application page is closed?

[+] tylermenezes|4 years ago|reply
l know one of the founders, Benjamin, who has been a many-time CodeDay participant. He spends a lot of time helping the newer coders understand how to turn their ideas into code on our Discord, and is always friendly and obviously passionate about helping others learn to code. I'm super happy something like this exists to help him work on the next generation of coding education software.
[+] peterthehacker|4 years ago|reply
Great job! Looks like there’s a layout issue on mobile for your homepage. The content is squished to the left side of the screen in portrait mode. Switching to landscape mode fixes it.
[+] pranavnt|4 years ago|reply
Thanks for letting us know, we'll take a look at it!!
[+] canada_dry|4 years ago|reply
> "Welcome to Kobra Studio... CONTINUE WITHOUT AN ACCOUNT"

Nice. I'm guessing the Kobra.dev folks are HN regulars!

[+] amitport|4 years ago|reply
IMHO, this only makes sense as part of a bigger non-code data software such as SPSS or Tableau.

I don't see non-programmers picking this up from scratch, but if they're already doing data work, this is much better than current SPSS scripting, etc., (I actually only used SPSS scripting, so I can't testify about other tools)

[+] qsort|4 years ago|reply
This sounds interesting! I'm generally not a fan of visual programming, but working on models is very visual and I could very well see this being a viable alternative to notebooks/jupyter.

Also, I haven't poked around much but it's very obvious the blocks map to a standard python-numpy-pandas stack, so it could be easy to integrate Kobra with git/other code/rest of the tech stack.

[+] hrnn|4 years ago|reply
Have you tried Orange? I found out about it as it was one of the anacounda launcher icons.

It's all visual (you connect circles) and it's a great workbench to test ideas and datasets.

[+] sinuhe69|4 years ago|reply
Can Cobra export the script in text form (and import them, of course)? That would make the language much more powerful and useful because people can then start exchange ideas and cross-validate other people’s works. It also makes the code easily reproducible.
[+] bayonetz|4 years ago|reply
A lot of overlap with Knime and Rapidminer. Why approach it with visual programming vs the direct execution graph approach like they do?
[+] Merlin04|4 years ago|reply
We're focusing more on education than building an AutoML tool, and we think visual programming helps the user understand more of what's going on behind the scenes.
[+] king_magic|4 years ago|reply
Curious how this is different from the original, now defunct version of Azure Machine Learning Studio.
[+] pranavnt|4 years ago|reply
I haven't used that before, with Kobra we're focusing more on building a tool to teach ML as opposed to being an AutoML tool (which that appears to be).
[+] BiteCode_dev|4 years ago|reply
Is that some python wrapper exposed through anyblock or something, that they call a new language?