feat(cli): add clustering command with K-means support

Cargo.lock

@@ -1272,6 +1272,7 @@ dependencies = [
  "imageproc",
  "itertools 0.14.0",
  "linfa",
+ "linfa-clustering",
  "mnn",
  "mnn-bridge",
  "mnn-sync",
@@ -2809,6 +2810,16 @@ dependencies = [
  "mutate_once",
 ]
 
+[[package]]
+name = "kdtree"
+version = "0.7.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0f0a0e9f770b65bac9aad00f97a67ab5c5319effed07f6da385da3c2115e47ba"
+dependencies = [
+ "num-traits",
+ "thiserror 1.0.69",
+]
+
 [[package]]
 name = "khronos-egl"
 version = "6.0.0"
@@ -2930,6 +2941,50 @@ dependencies = [
  "thiserror 2.0.15",
 ]
 
+[[package]]
+name = "linfa-clustering"
+version = "0.7.1"
+source = "git+https://github.com/relf/linfa?branch=upgrade-ndarray-0.16#c1fbee7c54e806de3f5fb2c5240ce163d000f1ba"
+dependencies = [
+ "linfa",
+ "linfa-linalg",
+ "linfa-nn",
+ "ndarray",
+ "ndarray-rand",
+ "ndarray-stats",
+ "noisy_float",
+ "num-traits",
+ "rand_xoshiro",
+ "space",
+ "thiserror 2.0.15",
+]
+
+[[package]]
+name = "linfa-linalg"
+version = "0.2.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "02a834c0ec063937688a0d13573aa515ab8c425bd8de3154b908dd3b9c197dc4"
+dependencies = [
+ "ndarray",
+ "num-traits",
+ "thiserror 1.0.69",
+]
+
+[[package]]
+name = "linfa-nn"
+version = "0.7.2"
+source = "git+https://github.com/relf/linfa?branch=upgrade-ndarray-0.16#c1fbee7c54e806de3f5fb2c5240ce163d000f1ba"
+dependencies = [
+ "kdtree",
+ "linfa",
+ "ndarray",
+ "ndarray-stats",
+ "noisy_float",
+ "num-traits",
+ "order-stat",
+ "thiserror 2.0.15",
+]
+
 [[package]]
 name = "linux-raw-sys"
 version = "0.4.15"
@@ -3280,6 +3335,17 @@ dependencies = [
  "zip",
 ]
 
+[[package]]
+name = "ndarray-rand"
+version = "0.15.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f093b3db6fd194718dcdeea6bd8c829417deae904e3fcc7732dabcd4416d25d8"
+dependencies = [
+ "ndarray",
+ "rand 0.8.5",
+ "rand_distr",
+]
+
 [[package]]
 name = "ndarray-resize"
 version = "0.1.0"
@@ -3303,6 +3369,21 @@ dependencies = [
  "thiserror 2.0.15",
 ]
 
+[[package]]
+name = "ndarray-stats"
+version = "0.6.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "17ebbe97acce52d06aebed4cd4a87c0941f4b2519b59b82b4feb5bd0ce003dfd"
+dependencies = [
+ "indexmap 2.10.0",
+ "itertools 0.13.0",
+ "ndarray",
+ "noisy_float",
+ "num-integer",
+ "num-traits",
+ "rand 0.8.5",
+]
+
 [[package]]
 name = "ndcv-bridge"
 version = "0.1.0"
@@ -3395,6 +3476,15 @@ dependencies = [
  "memoffset",
 ]
 
+[[package]]
+name = "noisy_float"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "978fe6e6ebc0bf53de533cd456ca2d9de13de13856eda1518a285d7705a213af"
+dependencies = [
+ "num-traits",
+]
+
 [[package]]
 name = "nom"
 version = "7.1.3"
@@ -3889,6 +3979,12 @@ dependencies = [
  "libredox",
 ]
 
+[[package]]
+name = "order-stat"
+version = "0.1.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "efa535d5117d3661134dbf1719b6f0ffe06f2375843b13935db186cd094105eb"
+
 [[package]]
 name = "ordered-float"
 version = "5.0.0"
@@ -4437,6 +4533,15 @@ dependencies = [
  "rand 0.8.5",
 ]
 
+[[package]]
+name = "rand_xoshiro"
+version = "0.6.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6f97cdb2a36ed4183de61b2f824cc45c9f1037f28afe0a322e9fff4c108b5aaa"
+dependencies = [
+ "rand_core 0.6.4",
+]
+
 [[package]]
 name = "range-alloc"
 version = "0.1.4"
@@ -5108,6 +5213,12 @@ dependencies = [
  "x11rb",
 ]
 
+[[package]]
+name = "space"
+version = "0.12.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e990cc6cb89a82d70fe722cd7811dbce48a72bbfaebd623e58f142b6db28428f"
+
 [[package]]
 name = "spin"
 version = "0.9.8"