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Show HN: Geomatic – A command-driven geometry studio enabled with autodiff(tinyvolt.com)

75 points·by nivter·vor 2 Monaten·16 comments
tinyvolt.com
Show HN: Geomatic – A command-driven geometry studio enabled with autodiff

https://www.tinyvolt.com/geomatic

All commands have the format `output = \func inputs` or just `\function inputs`. Points and scalars are built on the fly. Eg `\line a b` to an empty canvas creates points `a` and `b`, and joins them with a line.

One can use broadcasting semantics similar to NumPy and PyTorch in a visual setting (imagine creating a list of circles where one dim corresponds to radius and another to the center). One can also use backpropagation, run gradient descent or visualize vector fields. Almost everything is reactive so changing a variable updates all of the downstream geometry. It also allows anyone to write and load their own visualization, which can be broadcasted and differentiated through.

https://www.tinyvolt.com/geomatic/examples/getting-started

23 comments

sowow·vor 2 Monaten
I liked this one, but it took me a while to understand, I think this page is a much better intro: https://www.tinyvolt.com/geomatic/examples/getting-started
dang·vor 2 Monaten
We've added that link to the toptext too. Thanks!
felooboolooomba·vor 2 Monaten
Bug: https://www.tinyvolt.com/geomatic/examples/broadcasting-in-g... Click "Draw a single n-star" Results in a message popping up "unknown command: n-star"
galaxy_quest·vor 2 Monaten
You have to load the extension, the instructions are in the text above the button.
[deleted]·vor 2 Monaten
permute·letzten Monat
It’s fun to play around with this! It could be helpful to add support for parentheses and chaining of commands. For example: \add (\area-circle circ0) (\area-circle circ1). Intermediate nodes could be anonymous or automatically named.
dmos62·vor 2 Monaten
Pretty cool. Curious, why a one time payment? Why not, say, a smaller monthly payment?
sowow·vor 2 Monaten
Not OP, but for me personally I’m tired of subscriptions. I’m grabbing the one time payment before OP changes his mind.
hiyokoko·letzten Monat
nivter·vor 2 Monaten
Not a fan of subscription hell myself, I plan to use one-time payment for all my products. Implementation wise one time payment is much simpler than setting up smaller payments that cap at a fixed amount.
herpdyderp·vor 2 Monaten
- When I have an example open, I can't type any commands.

- When I open an example, I expected to actually... see an example. I'm not gonna read the wall of text. I don't even understand what this is yet, that's why I tried to see an example.
necovek·vor 2 Monaten
The example was great for someone like me: I'd rather read through and follow excellent instructions by clicking through commands to understand the value of this command-driven tool.

If you want to look through a video or something, then this tool is likely not for you! (nothing bad with that, that's why it's great that there are so many different tools we can choose from)
roger_·vor 2 Monaten
Cool idea but not very mobile friendly it seems.
ddxv·vor 2 Monaten
What is autodiff?
nivter·vor 2 Monaten
Automatic differentiation. For any DAG with a scalar output, it allows calculating its partial derivative wrt the input parameters.
Rexxar·vor 2 Monaten
I don't understand what the use automatic differentiation for in this context.
nivter·vor 2 Monaten
Some use cases and examples are provided here: https://www.tinyvolt.com/blog/bringing-autodiff-to-geometry
candizdar·vor 2 Monaten
dsecurity49·vor 2 Monaten
embirdating·vor 2 Monaten
Armonsrer·vor 2 Monaten
hbwang2076·vor 2 Monaten
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