diff --git a/Cargo.toml b/Cargo.toml
index e6efcfd48..d91765df2 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -41,7 +41,7 @@ rand = { version = "0.8", features = ["small_rng"] }
 approx = "0.5"
 
 ndarray = { version = "0.16", features = ["approx"] }
-ndarray-linalg = { version = "0.17", optional = true }
+ndarray-linalg = { version = "0.18", optional = true }
 sprs = { version = "0.11", default-features = false }
 
 thiserror = "2.0"
diff --git a/algorithms/linfa-clustering/Cargo.toml b/algorithms/linfa-clustering/Cargo.toml
index 6ba9fccd4..66c25a61f 100644
--- a/algorithms/linfa-clustering/Cargo.toml
+++ b/algorithms/linfa-clustering/Cargo.toml
@@ -37,7 +37,7 @@ features = ["std", "derive"]
 [dependencies]
 ndarray = { version = "0.16", features = ["rayon", "approx"] }
 linfa-linalg = { version = "0.2", default-features = false }
-ndarray-linalg = { version = "0.17", optional = true }
+ndarray-linalg = { version = "0.18", optional = true }
 ndarray-rand = "0.15"
 ndarray-stats = "0.6"
 num-traits = "0.2"
diff --git a/algorithms/linfa-elasticnet/Cargo.toml b/algorithms/linfa-elasticnet/Cargo.toml
index 79577cf50..72cf6e76b 100644
--- a/algorithms/linfa-elasticnet/Cargo.toml
+++ b/algorithms/linfa-elasticnet/Cargo.toml
@@ -31,7 +31,7 @@ features = ["std", "derive"]
 [dependencies]
 ndarray = { version = "0.16", features = ["approx"] }
 linfa-linalg = { version = "0.2", default-features = false }
-ndarray-linalg = { version = "0.17", optional = true }
+ndarray-linalg = { version = "0.18", optional = true }
 
 num-traits = "0.2"
 approx = "0.5"
diff --git a/algorithms/linfa-ica/Cargo.toml b/algorithms/linfa-ica/Cargo.toml
index f6ac6685a..b30601702 100644
--- a/algorithms/linfa-ica/Cargo.toml
+++ b/algorithms/linfa-ica/Cargo.toml
@@ -27,7 +27,7 @@ features = ["std", "derive"]
 [dependencies]
 ndarray = { version = "0.16" }
 linfa-linalg = { version = "0.2", default-features = false }
-ndarray-linalg = { version = "0.17", optional = true }
+ndarray-linalg = { version = "0.18", optional = true }
 ndarray-rand = "0.15"
 ndarray-stats = "0.6"
 num-traits = "0.2"
diff --git a/algorithms/linfa-linear/Cargo.toml b/algorithms/linfa-linear/Cargo.toml
index 08b2b435e..663f04267 100644
--- a/algorithms/linfa-linear/Cargo.toml
+++ b/algorithms/linfa-linear/Cargo.toml
@@ -31,7 +31,7 @@ features = ["std", "derive"]
 [dependencies]
 ndarray = { version = "0.16", features = ["approx"] }
 linfa-linalg = { version = "0.2", default-features = false }
-ndarray-linalg = { version = "0.17", optional = true }
+ndarray-linalg = { version = "0.18", optional = true }
 num-traits = "0.2"
 argmin = { version = "0.11.0", default-features = false }
 argmin-math = { version = "0.5", features = ["ndarray_v0_16-nolinalg"] }
diff --git a/algorithms/linfa-pls/Cargo.toml b/algorithms/linfa-pls/Cargo.toml
index 1a6735687..9275e6555 100644
--- a/algorithms/linfa-pls/Cargo.toml
+++ b/algorithms/linfa-pls/Cargo.toml
@@ -27,7 +27,7 @@ features = ["std", "derive"]
 [dependencies]
 ndarray = { version = "0.16" }
 linfa-linalg = { version = "0.2", default-features = false }
-ndarray-linalg = { version = "0.17", optional = true }
+ndarray-linalg = { version = "0.18", optional = true }
 ndarray-stats = "0.6"
 ndarray-rand = "0.15"
 num-traits = "0.2"
diff --git a/algorithms/linfa-preprocessing/Cargo.toml b/algorithms/linfa-preprocessing/Cargo.toml
index 3d21363ff..4177f6c37 100644
--- a/algorithms/linfa-preprocessing/Cargo.toml
+++ b/algorithms/linfa-preprocessing/Cargo.toml
@@ -20,7 +20,7 @@ serde = ["serde_crate", "ndarray/serde", "serde_regex"]
 [dependencies]
 linfa = { version = "0.8.0", path = "../.." }
 ndarray = { version = "0.16", features = ["approx"] }
-ndarray-linalg = { version = "0.17", optional = true }
+ndarray-linalg = { version = "0.18", optional = true }
 linfa-linalg = { version = "0.2", default-features = false }
 ndarray-stats = "0.6"
 thiserror = "2.0"
diff --git a/algorithms/linfa-reduction/Cargo.toml b/algorithms/linfa-reduction/Cargo.toml
index df33a82af..f294da6f0 100644
--- a/algorithms/linfa-reduction/Cargo.toml
+++ b/algorithms/linfa-reduction/Cargo.toml
@@ -36,7 +36,7 @@ features = ["std", "derive"]
 [dependencies]
 ndarray = { version = "0.16", features = ["approx"] }
 linfa-linalg = { version = "0.2" }
-ndarray-linalg = { version = "0.17", optional = true }
+ndarray-linalg = { version = "0.18", optional = true }
 ndarray-rand = "0.15"
 num-traits = "0.2"
 thiserror = "2.0"