Excuse me, but a tensor is actually a blob of numbers which extends the concept of a matrix to a sequence and stride data structure.
number box o number box
Submitted 3 days ago by fossilesque@mander.xyz to science_memes@mander.xyz
https://mander.xyz/pictrs/image/b068fcc9-ba8d-4d92-a81b-8a1d0db1d45c.png
Comments
zo0@programming.dev 3 days ago
Avengers Endgame is just a sequence of numbers
scrubbles@poptalk.scrubbles.tech 3 days ago
All of creation is just a stream of numbers
And we call that physics
And that is beautiful
zo0@programming.dev 3 days ago
Your mom is an endless stream of numbers
not_woody_shaw@lemmy.world 1 day ago
There is no spoon.
Dadifer@lemmy.world 2 days ago
A tensor is a special box of numbers that doesn’t change under coordinate transformation.
kogasa@programming.dev 1 day ago
Which is really a roundabout way of saying a tensor is a multilinear relationship between arbitrary products of vectors and covectors. They’re inherently geometric objects that don’t depend on a choice of coordinate system. The box of numbers is just one way of looking at a tensor, like a matrix is to a linear transformation on a vector space
exocortex@discuss.tchncs.de 2 days ago
Isn’t a tensor the generalization of scalar, vector matrix and so on? (PLUS the invariance under coordinate transforms?)
A box would be 3-dimensional indicating that tensors have 3 indices when in reality they have n-indices. Ir am i reading it wrong?
Dadifer@lemmy.world 2 days ago
It’s an n-dimensional box
Eq0@literature.cafe 2 days ago
Where does this definition come from?
All the geometric definitions of tensors I have met always assumed a base, such that a change of coordinate or of parametrization would change the values of the tensor. Unless you define the tensor by its action instead of its values?
CompassRed@discuss.tchncs.de 2 days ago
That’s exactly correct. It’s similar to how a vector in R^2 is just an arrow with a magnitude and a direction. When you represent that arrow in different bases, the arrow itself isn’t changing, just the list of numbers you use to represent them. Likewise, tensors do not change when you change bases, but their representations as n dimensional grids of numbers do change.
Dadifer@lemmy.world 2 days ago
Tensors are defined independent of any basis, although they are often referred to by their components in a basis related to a particular coordinate system; those components form an array, which can be thought of as a high-dimensional matrix.
captainlezbian@lemmy.world 2 days ago
A number is just a type of vector
Hupf@feddit.org 1 day ago
Tensorflow is just Numberwang
azi@mander.xyz 1 day ago
*a subtype of vector
vector is a type not a kind :P
Droggelbecher@lemmy.world 2 days ago
A scalar is just a 0th order tensor
someacnt@sh.itjust.works 3 days ago
A tensor is one that transforms like a tensor 🤯
kibiz0r@midwest.social 3 days ago
You really did a number on this one
InnerScientist@lemmy.world 2 days ago
He’s doing numbers!
dohpaz42@lemmy.world 3 days ago
Can you all keep it down! You’re mathing too loudly for this time of night. Some of us have to get up early(ish).
purplemonkeymad@programming.dev 2 days ago
But a grid can just be a number with a list of numbers. A tensor is just two numbers with a list of numbers. A n-tensor is just two lists of numbers. Two lists can be combined with a number to indicate when they split. If we put that number at the start of the list, then we just have a list.
Everything is just a list of numbers.
luciole@beehaw.org 3 days ago
You’re quite a number bee hat tip emoji
TigerAce@lemmy.dbzer0.com 2 days ago
A Pi is just an endless string of numbers.
Opisek@lemmy.world 2 days ago
Hnghhhhh I can’t agree. Its decimal representation is an endless string of digits, yes. However, in base π, π is represented by only one digit.
affiliate@lemmy.world 2 days ago
a tensor is just an element of a tensor product. and a tensor product is just a way to multiply algebraic structures
OpenStars@piefed.social 3 days ago
I mean... it also has to be linear too, but sure okay ☺️
verstra@programming.dev 3 days ago
What has to be linear? Vector?matrix? Tensor? Neither makes sense
OpenStars@piefed.social 3 days ago
You lost me at vectors not having to be linear. You can apply nonlinear functions or operations to vectors, but doing so transforms them into a different, non-linear context, afaik. We might be using different definitions of some of these terms, especially "linear".
NoneOfUrBusiness@fedia.io 3 days ago
"Linear" describes transformations, not numbers.
OpenStars@piefed.social 3 days ago
Isn't a tensor a multilinear map taking as input a tensor and outputting another tensor?
Una@europe.pub 3 days ago
I am THE NUMBER
Sivecano@lemmy.dbzer0.com 2 days ago
And this is the reason why no one knows what a tensor is. (This also completely blows up in your face as soon as you have infinite dimensions)
MonkderVierte@lemmy.zip 1 day ago
Math is just syntax.
tatterdemalion@programming.dev 2 days ago
Overly simplified math meme is bad. Take it down
Pulptastic@midwest.social 2 days ago
These collections also happen to follow a few specific geometric rules.
someacnt@sh.itjust.works 3 days ago
A tensor is one that transforms like a tensor 🤯
Neverclear@lemmy.dbzer0.com 3 days ago
To approach from another angle…
mathworld.wolfram.com/Tensor.html
PlexSheep@infosec.pub 2 days ago
That makes a lot of sense