Add SparseLatticedTensor

src/torchjd/sparse/linalg.py

@@ -0,0 +1,24 @@
+import torch
+from torch import Tensor
+
+
+def solve_int(A: Tensor, B: Tensor, tol=1e-9) -> Tensor | None:
+    """
+    Solve A X = B where A, B and X have integer dtype.
+    Return X if such a matrix exists and otherwise None.
+    """
+
+    A_ = A.to(torch.float64)
+    B_ = B.to(torch.float64)
+
+    try:
+        X = torch.linalg.solve(A_, B_)
+    except RuntimeError:
+        return None
+
+    X_rounded = X.round()
+    if not torch.all(torch.isclose(X, X_rounded, atol=tol)):
+        return None
+
+    # TODO: Verify that the round operation cannot fail
+    return X_rounded.to(torch.int64)