Hi,
I guess:
category theory is to set theory
what
autograd is to calculus
LoL
Bye
See also:
Another beautiful day doing math that has no real world applications https://x.com/MathMatize/status/1902708970306891901
sobriquet schrieb:
Set theory relates to logic as category theory relates to... ?
https://www.youtube.com/watch?v=1KUhLHlgG2Q
Hi,
No joke, I wonder whether category can
express the sharing in such a function
block diagram:
+----+ +----+ +----+
| |-->| g1 |-->| |
| | +----+ | |
x -->| f | | h |--> y
| | +----+ | |
| |-->| g2 |-->| |
+----+ +----+ +----+
With common subexpessions, i.e. computing
f only once, I can write the forward pass as follows:
p, q = f(x)
y = h(g1(p), g2(q))
But what common expressios has the
gradient? How would I express the
subexpression things "category logic" style,
which has as a main operation composition?
How comes a gradient out with such composition?
Bye
Mild Shock schrieb:
Hi,
I guess:
category theory is to set theory
;
what
;
autograd is to calculus
LoL
Bye
See also:
Another beautiful day doing math that has no real world applications
https://x.com/MathMatize/status/1902708970306891901
sobriquet schrieb:
Set theory relates to logic as category theory relates to... ?
https://www.youtube.com/watch?v=1KUhLHlgG2Q
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