diff ext/DiffinitiveSparseArraysExt.jl @ 1858:4a9be96f2569 feature/documenter_logo

Merge default
author Jonatan Werpers <jonatan@werpers.com>
date Sun, 12 Jan 2025 21:18:44 +0100
parents 471a948cd2b2
children
line wrap: on
line diff
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/ext/DiffinitiveSparseArraysExt.jl	Sun Jan 12 21:18:44 2025 +0100
@@ -0,0 +1,25 @@
+module DiffinitiveSparseArraysExt
+
+using Diffinitive
+using Diffinitive.LazyTensors
+
+using SparseArrays
+using Tokens
+
+"""
+    sparse(t::LazyTensor)
+
+The sparse matrix representation of `t`.
+
+If `L` is a `LazyTensor` and `v` a tensor, then `A = sparse(L)` is constructed
+so that `A*reshape(v,:) == reshape(L*v,:)`.
+"""
+function SparseArrays.sparse(t::LazyTensor)
+    v = ArrayToken(:v, prod(domain_size(t)))
+
+    v̄ = reshape(v,domain_size(t)...)
+    tv = reshape(t*v̄, :)
+    return Tokens._to_matrix(tv, prod(range_size(t)), prod(domain_size(t)))
+end
+
+end