diff --git a/Cargo.lock b/Cargo.lock
index e23b50e..6de6517 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -2,12 +2,6 @@
 # It is not intended for manual editing.
 version = 4
 
-[[package]]
-name = "adler2"
-version = "2.0.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "320119579fcad9c21884f5c4861d16174d0e06250625266f50fe6898340abefa"
-
 [[package]]
 name = "aho-corasick"
 version = "1.1.4"
@@ -17,15 +11,6 @@ dependencies = [
  "memchr",
 ]
 
-[[package]]
-name = "android_system_properties"
-version = "0.1.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "819e7219dbd41043ac279b19830f2efc897156490d7fd6ea916720117ee66311"
-dependencies = [
- "libc",
-]
-
 [[package]]
 name = "anes"
 version = "0.1.6"
@@ -59,24 +44,6 @@ version = "1.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c08606f8c3cbf4ce6ec8e28fb0014a2c086708fe954eaa885384a6165172e7e8"
 
-[[package]]
-name = "base16ct"
-version = "0.2.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4c7f02d4ea65f2c1853089ffd8d2787bdbc63de2f0d29dedbcf8ccdfa0ccd4cf"
-
-[[package]]
-name = "base64"
-version = "0.22.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "72b3254f16251a8381aa12e40e3c4d2f0199f8c6508fbecb9d91f575e0fbb8c6"
-
-[[package]]
-name = "base64ct"
-version = "1.8.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2af50177e190e07a26ab74f8b1efbfe2ef87da2116221318cb1c2e82baf7de06"
-
 [[package]]
 name = "bit-set"
 version = "0.8.0"
@@ -98,15 +65,6 @@ version = "2.11.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "843867be96c8daad0d758b57df9392b6d8d271134fce549de6ce169ff98a92af"
 
-[[package]]
-name = "block-buffer"
-version = "0.10.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3078c7629b62d3f0439517fa394996acacc5cbc91c5a20d8c658e77abd503a71"
-dependencies = [
- "generic-array",
-]
-
 [[package]]
 name = "bumpalo"
 version = "3.20.2"
@@ -119,76 +77,26 @@ version = "1.25.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c8efb64bd706a16a1bdde310ae86b351e4d21550d98d056f22f8a7f7a2183fec"
 
-[[package]]
-name = "bytes"
-version = "1.11.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1e748733b7cbc798e1434b6ac524f0c1ff2ab456fe201501e6497c8417a4fc33"
-
 [[package]]
 name = "cast"
 version = "0.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "37b2a672a2cb129a2e41c10b1224bb368f9f37a2b16b612598138befd7b37eb5"
 
-[[package]]
-name = "cauchy"
-version = "0.4.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9ff11ddd2af3b5e80dd0297fee6e56ac038d9bdc549573cdb51bd6d2efe7f05e"
-dependencies = [
- "num-complex",
- "num-traits",
- "rand 0.8.5",
- "serde",
-]
-
-[[package]]
-name = "cblas-sys"
-version = "0.1.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b6feecd82cce51b0204cf063f0041d69f24ce83f680d87514b004248e7b0fa65"
-dependencies = [
- "libc",
-]
-
-[[package]]
-name = "cc"
-version = "1.2.59"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b7a4d3ec6524d28a329fc53654bbadc9bdd7b0431f5d65f1a56ffb28a1ee5283"
-dependencies = [
- "find-msvc-tools",
- "shlex",
-]
-
 [[package]]
 name = "cfg-if"
 version = "1.0.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9330f8b2ff13f34540b44e946ef35111825727b38d33286ef986142615121801"
 
-[[package]]
-name = "chrono"
-version = "0.4.44"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c673075a2e0e5f4a1dde27ce9dee1ea4558c7ffe648f576438a20ca1d2acc4b0"
-dependencies = [
- "iana-time-zone",
- "js-sys",
- "num-traits",
- "wasm-bindgen",
- "windows-link",
-]
-
 [[package]]
 name = "ci_core"
 version = "0.1.0"
 dependencies = [
  "anyhow",
  "criterion",
+ "nalgebra",
  "ndarray",
- "ndarray-linalg",
  "ordered-float",
  "proptest",
  "rand 0.9.2",
@@ -200,7 +108,9 @@ dependencies = [
 name = "ci_js"
 version = "0.1.0"
 dependencies = [
- "ci_core",
+ "js-sys",
+ "ndarray",
+ "wasm-bindgen",
 ]
 
 [[package]]
@@ -272,40 +182,6 @@ version = "1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c8d4a3bb8b1e0c1050499d1815f5ab16d04f0959b233085fb31653fbfc9d98f9"
 
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-name = "core-foundation"
-version = "0.10.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b2a6cd9ae233e7f62ba4e9353e81a88df7fc8a5987b8d445b4d90c879bd156f6"
-dependencies = [
- "core-foundation-sys",
- "libc",
-]
-
-[[package]]
-name = "core-foundation-sys"
-version = "0.8.7"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "773648b94d0e5d620f64f280777445740e61fe701025087ec8b57f45c791888b"
-
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-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "59ed5838eebb26a2bb2e58f6d5b5316989ae9d08bab10e0e6d103e656d1b0280"
-dependencies = [
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-
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-dependencies = [
- "cfg-if",
-]
-
 [[package]]
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 version = "0.5.1"
@@ -373,155 +249,6 @@ version = "0.2.4"
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 checksum = "460fbee9c2c2f33933d720630a6a0bac33ba7053db5344fac858d4b8952d77d5"
 
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-
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- "darling_macro",
-]
-
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- "quote",
- "strsim",
- "syn",
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-
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-dependencies = [
- "derive_builder_core",
- "syn",
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-
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-dependencies = [
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- "crypto-common",
-]
-
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-dependencies = [
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-dependencies = [
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- "option-ext",
- "redox_users 0.4.6",
- "windows-sys 0.48.0",
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-dependencies = [
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-
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-source = "registry+https://github.com/rust-lang/crates.io-index"
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-dependencies = [
- "proc-macro2",
- "quote",
- "syn",
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-
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 version = "1.15.0"
@@ -541,7 +268,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "39cab71617ae0d63f51a36d69f866391735b51691dbda63cf6f96d042b63efeb"
 dependencies = [
  "libc",
- "windows-sys 0.61.2",
+ "windows-sys",
 ]
 
 [[package]]
@@ -550,33 +277,6 @@ version = "2.4.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9f1f227452a390804cdb637b74a86990f2a7d7ba4b7d5693aac9b4dd6defd8d6"
 
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-source = "registry+https://github.com/rust-lang/crates.io-index"
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- "libc",
- "libredox",
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-
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-source = "registry+https://github.com/rust-lang/crates.io-index"
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-dependencies = [
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- "miniz_oxide",
-]
-
 [[package]]
 name = "fnv"
 version = "1.0.7"
@@ -589,40 +289,6 @@ version = "0.1.5"
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 checksum = "d9c4f5dac5e15c24eb999c26181a6ca40b39fe946cbe4c263c7209467bc83af2"
 
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-checksum = "f6f339eb8adc052cd2ca78910fda869aefa38d22d5cb648e6485e4d3fc06f3b1"
-dependencies = [
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-
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-checksum = "00b0228411908ca8685dba7fc2cdd70ec9990a6e753e89b6ac91a84c40fbaf4b"
-
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-dependencies = [
- "typenum",
- "version_check",
-]
-
 [[package]]
 name = "getrandom"
 version = "0.2.17"
@@ -659,18 +325,6 @@ dependencies = [
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 ]
 
-[[package]]
-name = "getset"
-version = "0.1.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
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- "proc-macro-error2",
- "proc-macro2",
- "quote",
- "syn",
-]
-
 [[package]]
 name = "half"
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@@ -710,271 +364,59 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "fc0fef456e4baa96da950455cd02c081ca953b141298e41db3fc7e36b1da849c"
 
 [[package]]
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-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e3ba2a386d7f85a81f119ad7498ebe444d2e22c2af0b86b069416ace48b3311a"
-dependencies = [
- "bytes",
- "itoa",
-]
-
-[[package]]
-name = "httparse"
-version = "1.10.1"
+name = "id-arena"
+version = "2.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6dbf3de79e51f3d586ab4cb9d5c3e2c14aa28ed23d180cf89b4df0454a69cc87"
+checksum = "3d3067d79b975e8844ca9eb072e16b31c3c1c36928edf9c6789548c524d0d954"
 
 [[package]]
-name = "iana-time-zone"
-version = "0.1.65"
+name = "indexmap"
+version = "2.13.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e31bc9ad994ba00e440a8aa5c9ef0ec67d5cb5e5cb0cc7f8b744a35b389cc470"
+checksum = "45a8a2b9cb3e0b0c1803dbb0758ffac5de2f425b23c28f518faabd9d805342ff"
 dependencies = [
- "android_system_properties",
- "core-foundation-sys",
- "iana-time-zone-haiku",
- "js-sys",
- "log",
- "wasm-bindgen",
- "windows-core",
+ "equivalent",
+ "hashbrown 0.16.1",
+ "serde",
+ "serde_core",
 ]
 
 [[package]]
-name = "iana-time-zone-haiku"
-version = "0.1.2"
+name = "is-terminal"
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+checksum = "3640c1c38b8e4e43584d8df18be5fc6b0aa314ce6ebf51b53313d4306cca8e46"
 dependencies = [
- "cc",
+ "hermit-abi",
+ "libc",
+ "windows-sys",
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 [[package]]
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-version = "2.2.0"
+name = "itertools"
+version = "0.10.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2984d1cd16c883d7935b9e07e44071dca8d917fd52ecc02c04d5fa0b5a3f191c"
+checksum = "b0fd2260e829bddf4cb6ea802289de2f86d6a7a690192fbe91b3f46e0f2c8473"
 dependencies = [
- "displaydoc",
- "potential_utf",
- "utf8_iter",
- "yoke",
- "zerofrom",
- "zerovec",
+ "either",
 ]
 
 [[package]]
-name = "icu_locale_core"
-version = "2.2.0"
+name = "itoa"
+version = "1.0.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
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-dependencies = [
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- "litemap",
- "tinystr",
- "writeable",
- "zerovec",
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+checksum = "8f42a60cbdf9a97f5d2305f08a87dc4e09308d1276d28c869c684d7777685682"
 
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+version = "0.3.94"
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-checksum = "c56e5ee99d6e3d33bd91c5d85458b6005a22140021cc324cea84dd0e72cff3b4"
+checksum = "2e04e2ef80ce82e13552136fabeef8a5ed1f985a96805761cbb9a2c34e7664d9"
 dependencies = [
- "icu_collections",
- "icu_normalizer_data",
- "icu_properties",
- "icu_provider",
- "smallvec",
- "zerovec",
+ "once_cell",
+ "wasm-bindgen",
 ]
 
-[[package]]
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- "icu_properties_data",
- "icu_provider",
- "zerotrie",
- "zerovec",
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-
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-
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@@ -993,30 +435,12 @@ version = "0.2.16"
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- "redox_syscall",
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-
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@@ -1039,16 +463,6 @@ version = "2.8.0"
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- "adler2",
- "simd-adler32",
-]
-
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@@ -1057,6 +471,7 @@ checksum = "9d43ddcacf343185dfd6de2ee786d9e8b1c2301622afab66b6c73baf9882abfd"
 dependencies = [
  "approx",
  "matrixmultiply",
+ "nalgebra-macros",
  "num-complex",
  "num-rational",
  "num-traits",
@@ -1067,20 +482,14 @@ dependencies = [
 ]
 
 [[package]]
-name = "native-tls"
-version = "0.2.18"
+name = "nalgebra-macros"
+version = "0.2.2"
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-checksum = "465500e14ea162429d264d44189adc38b199b62b1c21eea9f69e4b73cb03bbf2"
+checksum = "254a5372af8fc138e36684761d3c0cdb758a4410e938babcff1c860ce14ddbfc"
 dependencies = [
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- "log",
- "openssl",
- "openssl-probe",
- "openssl-sys",
- "schannel",
- "security-framework",
- "security-framework-sys",
- "tempfile",
+ "proc-macro2",
+ "quote",
+ "syn",
 ]
 
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 dependencies = [
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- "cblas-sys",
- "libc",
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@@ -1101,22 +507,6 @@ dependencies = [
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 ]
 
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- "thiserror 2.0.18",
-]
-
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@@ -1134,8 +524,6 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
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 dependencies = [
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- "serde",
 ]
 
 [[package]]
@@ -1184,48 +572,6 @@ dependencies = [
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 ]
 
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-
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- "url",
- "uuid",
- "walkdir",
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-
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@@ -1238,82 +584,6 @@ version = "11.1.5"
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-
-[[package]]
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-
 [[package]]
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@@ -1329,33 +599,6 @@ version = "1.0.15"
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-
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-
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-
 [[package]]
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@@ -1399,15 +642,6 @@ dependencies = [
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 ]
 
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-dependencies = [
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-
 [[package]]
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@@ -1427,28 +661,6 @@ dependencies = [
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 ]
 
-[[package]]
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- "quote",
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-
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- "quote",
- "syn",
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-
 [[package]]
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 version = "1.0.106"
@@ -1677,41 +889,10 @@ dependencies = [
 ]
 
 [[package]]
-name = "redox_syscall"
-version = "0.7.3"
+name = "regex"
+version = "1.12.3"
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-checksum = "e10754a14b9137dd7b1e3e5b0493cc9171fdd105e0ab477f51b72e7f3ac0e276"
+checksum = "e10754a14b9137dd7b1e3e5b0493cc9171fdd105e0ab477f51b72e7f3ac0e276"
 dependencies = [
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@@ -1736,20 +917,6 @@ version = "0.8.10"
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- "libc",
- "untrusted",
- "windows-sys 0.52.0",
-]
-
 [[package]]
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 version = "2.1.2"
@@ -1766,42 +933,7 @@ dependencies = [
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  "linux-raw-sys",
- "windows-sys 0.61.2",
-]
-
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-dependencies = [
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- "ring",
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-dependencies = [
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-dependencies = [
- "ring",
- "rustls-pki-types",
- "untrusted",
+ "windows-sys",
 ]
 
 [[package]]
@@ -1840,38 +972,6 @@ dependencies = [
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 ]
 
-[[package]]
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-dependencies = [
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- "libc",
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-
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-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "df79d97927682d2fd8adb29682d1140b343be4ac0f08fd68b7765d9c059d3945"
-dependencies = [
- "memchr",
-]
-
 [[package]]
 name = "wit-bindgen"
 version = "0.51.0"
@@ -2780,45 +1364,6 @@ dependencies = [
  "wasmparser",
 ]
 
-[[package]]
-name = "writeable"
-version = "0.6.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1ffae5123b2d3fc086436f8834ae3ab053a283cfac8fe0a0b8eaae044768a4c4"
-
-[[package]]
-name = "xattr"
-version = "1.6.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "32e45ad4206f6d2479085147f02bc2ef834ac85886624a23575ae137c8aa8156"
-dependencies = [
- "libc",
- "rustix",
-]
-
-[[package]]
-name = "yoke"
-version = "0.8.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "abe8c5fda708d9ca3df187cae8bfb9ceda00dd96231bed36e445a1a48e66f9ca"
-dependencies = [
- "stable_deref_trait",
- "yoke-derive",
- "zerofrom",
-]
-
-[[package]]
-name = "yoke-derive"
-version = "0.8.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "de844c262c8848816172cef550288e7dc6c7b7814b4ee56b3e1553f275f1858e"
-dependencies = [
- "proc-macro2",
- "quote",
- "syn",
- "synstructure",
-]
-
 [[package]]
 name = "zerocopy"
 version = "0.8.48"
@@ -2839,66 +1384,6 @@ dependencies = [
  "syn",
 ]
 
-[[package]]
-name = "zerofrom"
-version = "0.1.7"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "69faa1f2a1ea75661980b013019ed6687ed0e83d069bc1114e2cc74c6c04c4df"
-dependencies = [
- "zerofrom-derive",
-]
-
-[[package]]
-name = "zerofrom-derive"
-version = "0.1.7"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "11532158c46691caf0f2593ea8358fed6bbf68a0315e80aae9bd41fbade684a1"
-dependencies = [
- "proc-macro2",
- "quote",
- "syn",
- "synstructure",
-]
-
-[[package]]
-name = "zeroize"
-version = "1.8.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b97154e67e32c85465826e8bcc1c59429aaaf107c1e4a9e53c8d8ccd5eff88d0"
-
-[[package]]
-name = "zerotrie"
-version = "0.2.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0f9152d31db0792fa83f70fb2f83148effb5c1f5b8c7686c3459e361d9bc20bf"
-dependencies = [
- "displaydoc",
- "yoke",
- "zerofrom",
-]
-
-[[package]]
-name = "zerovec"
-version = "0.11.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "90f911cbc359ab6af17377d242225f4d75119aec87ea711a880987b18cd7b239"
-dependencies = [
- "yoke",
- "zerofrom",
- "zerovec-derive",
-]
-
-[[package]]
-name = "zerovec-derive"
-version = "0.11.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "625dc425cab0dca6dc3c3319506e6593dcb08a9f387ea3b284dbd52a92c40555"
-dependencies = [
- "proc-macro2",
- "quote",
- "syn",
-]
-
 [[package]]
 name = "zmij"
 version = "1.0.21"
diff --git a/crates/ci-core/Cargo.toml b/crates/ci-core/Cargo.toml
index b8312b1..73902ad 100644
--- a/crates/ci-core/Cargo.toml
+++ b/crates/ci-core/Cargo.toml
@@ -17,15 +17,9 @@ ndarray = { workspace = true }
 statrs = { workspace = true }
 ordered-float = "5.3.0"
 rand = "0.9"
+nalgebra = "0.33"
 
-[target.'cfg(target_os = "linux")'.dependencies]
-ndarray-linalg = { version = "0.18.1", features = ["openblas-system"] }
 
-[target.'cfg(target_os = "macos")'.dependencies]
-ndarray-linalg = { version = "0.18.1", features = ["openblas-system"] }
-
-[target.'cfg(windows)'.dependencies]
-ndarray-linalg = { version = "0.18.1", features = ["intel-mkl-static"] }
 
 [dev-dependencies]
 criterion = { workspace = true }
diff --git a/crates/ci-core/src/ci_tests/mod.rs b/crates/ci-core/src/ci_tests/mod.rs
index 9cae276..2242363 100644
--- a/crates/ci-core/src/ci_tests/mod.rs
+++ b/crates/ci-core/src/ci_tests/mod.rs
@@ -1,10 +1,10 @@
-mod chi_squared;
-mod cressie_read;
-mod freeman_tukey;
-mod log_likelihood;
-mod modified_likelihood;
-mod pearson_correlation;
-mod pearson_equivalence;
+pub mod chi_squared;
+pub mod cressie_read;
+pub mod freeman_tukey;
+pub mod log_likelihood;
+pub mod modified_likelihood;
+pub mod pearson_correlation;
+pub mod pearson_equivalence;
 
 use chi_squared::ChiSquared;
 use cressie_read::CressieRead;
@@ -30,7 +30,7 @@ pub fn register_all_tests(registry: &mut Registry) {
         .expect("Failed to register Modified Likelihood Test!");
 
     registry
-        .add_to_registry("pearson_correlation", PearsonCorrelation::new(true, 0.05))
+        .add_to_registry("pearson_correlation", PearsonCorrelation::new(false, 0.05))
         .expect("Failed to register Pearson Correlation test!");
 
     registry
diff --git a/crates/ci-core/src/ci_tests/pearson_correlation.rs b/crates/ci-core/src/ci_tests/pearson_correlation.rs
index 57b9b4f..de61668 100644
--- a/crates/ci-core/src/ci_tests/pearson_correlation.rs
+++ b/crates/ci-core/src/ci_tests/pearson_correlation.rs
@@ -1,7 +1,7 @@
 use crate::strategy::{CITest, CITestDataType, TestResult};
 use anyhow::{ensure, Context};
 use ndarray::{Array1, Array2, ArrayView1};
-use ndarray_linalg::LeastSquaresSvd;
+use nalgebra::{DMatrix, DVector};
 use statrs::distribution::{ContinuousCDF, StudentsT};
 use statrs::statistics::Statistics;
 
@@ -45,38 +45,40 @@ impl CITest for PearsonCorrelation {
     ///
     /// - If `boolean=true`: `TestResult::Boolean(p_value >= SIGNIFICANCE_LEVEL)`
     /// - If `boolean=false`: `TestResult::PValue(p_value, coefficient)`
-    fn run_test(
-        &self,
-        x_values: Array1<f64>,
-        y_values: Array1<f64>,
-        z: Array2<f64>,
-    ) -> anyhow::Result<TestResult> {
-        if z.is_empty() {
-            let (coefficient, p_value) = pearsonr(&x_values.view(), &y_values.view())?;
-            Ok(wrap_result(
-                self.boolean,
-                p_value,
-                coefficient,
-                self.significance_level,
-            ))
-        } else {
-            // Use linear regression to compute residuals and test independence on it.
-            let x_coefficient = z.view().least_squares(&x_values.view())?.solution;
-
-            let y_coefficient = z.view().least_squares(&y_values.view())?.solution;
-
-            let residual_x = x_values - z.dot(&x_coefficient);
-            let residual_y = y_values - z.dot(&y_coefficient);
-
-            let (coefficient, p_value) = pearsonr(&residual_x.view(), &residual_y.view())?;
-            Ok(wrap_result(
-                self.boolean,
-                p_value,
-                coefficient,
-                self.significance_level,
-            ))
-        }
+  fn run_test(
+    &self,
+    x_values: Array1<f64>,
+    y_values: Array1<f64>,
+    z: Array2<f64>,
+) -> anyhow::Result<TestResult> {
+    if z.is_empty() {
+        let (coefficient, p_value) = pearsonr(&x_values.view(), &y_values.view())?;
+        Ok(wrap_result(self.boolean, p_value, coefficient, self.significance_level))
+    } else {
+        // Convert ndarrays into DMatrix and DVector
+        let z_na = DMatrix::from_row_iterator(z.nrows(), z.ncols(), z.iter().cloned());
+        let x_na = DVector::from_iterator(x_values.len(), x_values.iter().cloned());
+        let y_na = DVector::from_iterator(y_values.len(), y_values.iter().cloned());
+        
+        // Least square computation
+        let svd = z_na.svd(true, true);
+        let x_coefficient = svd.solve(&x_na, 1e-10)
+            .map_err(|e| anyhow::anyhow!("least squares failed for x: {e}"))?;
+        let y_coefficient = svd.solve(&y_na, 1e-10)
+            .map_err(|e| anyhow::anyhow!("least squares failed for y: {e}"))?;
+
+        // Convert nalgebra resuult into ndarray
+        let x_coef_nd = Array1::from_vec(x_coefficient.iter().cloned().collect());
+        let y_coef_nd = Array1::from_vec(y_coefficient.iter().cloned().collect());
+
+        // Compute residuals
+        let residual_x = x_values - z.dot(&x_coef_nd);
+        let residual_y = y_values - z.dot(&y_coef_nd);
+
+        let (coefficient, p_value) = pearsonr(&residual_x.view(), &residual_y.view())?;
+        Ok(wrap_result(self.boolean, p_value, coefficient, self.significance_level))
     }
+}
 
     fn data_types(&self) -> &'static [CITestDataType] {
         &[CITestDataType::Continuous]
diff --git a/crates/ci-core/src/lib.rs b/crates/ci-core/src/lib.rs
index 3294e97..abc87ef 100644
--- a/crates/ci-core/src/lib.rs
+++ b/crates/ci-core/src/lib.rs
@@ -1,4 +1,4 @@
-mod ci_tests;
+pub mod ci_tests;
 pub mod registry;
 pub mod strategy;
 pub mod utils;
diff --git a/crates/ci-js/Cargo.toml b/crates/ci-js/Cargo.toml
index 694d7ab..16ad7d0 100644
--- a/crates/ci-js/Cargo.toml
+++ b/crates/ci-js/Cargo.toml
@@ -7,11 +7,17 @@ license = ""
 description = "wasm-pack bindings for Conditional Independence Testing"
 repository = ""
 
+[lib]
+crate-type = ["cdylib"] 
+
 [dependencies]
-ci_core = { path = "../ci-core" }
+ci_core = { path = "../ci_core"}
+wasm-bindgen = "0.2"
+js-sys = "0.3"
+ndarray = {workspace = true}
 
 [lints]
 workspace = true
 
-[lib]
-crate-type = ["cdylib"]
+[profile.release]
+opt-level = "s"
\ No newline at end of file
diff --git a/crates/ci-js/src/lib.rs b/crates/ci-js/src/lib.rs
index 8b13789..2d6e87b 100644
--- a/crates/ci-js/src/lib.rs
+++ b/crates/ci-js/src/lib.rs
@@ -1 +1,57 @@
+use ci_core::strategy::TestResult;
+use ndarray::{Array1, Array2};
+use js_sys::{Float64Array, Array};
+use wasm_bindgen::prelude::*;
 
+#[wasm_bindgen]
+pub struct JSCITest {}
+
+#[wasm_bindgen]
+impl JSCITest {
+    #[wasm_bindgen(js_name = "run_test")]
+    pub fn run_test(
+        &self,
+        z_flat: &Float64Array,
+        z_rows: usize,
+        z_cols: usize,
+        x: &Float64Array,
+        y: &Float64Array,
+        boolean: bool,
+        significance_level: f64,
+    ) -> Result<JsValue, JsValue> {
+        //Converting Float64Array -> Vec<f64> ->  ndarray
+        let z_vec: Vec<f64> = z_flat.to_vec();
+        let x_vec: Vec<f64> = x.to_vec();
+        let y_vec: Vec<f64> = y.to_vec();
+
+        let z: Array2<f64> = Array2::from_shape_vec((z_rows, z_cols), z_vec)
+            .map_err(|e| JsValue::from_str(&e.to_string()))?;
+        let x: Array1<f64> = Array1::from_vec(x_vec);
+        let y: Array1<f64> = Array1::from_vec(y_vec);
+
+        let test = PearsonCorrelation::new(&boolean, &significance_level);
+
+        let result = test
+            .run_test(x, y, z)
+            .map_err(|e| JsError::new(&e.to_string()))?;
+
+        match result {
+            TestResult::Boolean(b) => Ok(JsValue::from_bool(b)),
+            TestResult::PValue(p_value, coefficient) => {
+                let array = Array::new();
+                array.push(&JsValue::from_f64(p_value));
+                array.push(&JsValue::from_f64(coefficient));
+                Ok(array.into())
+            }
+                
+            TestResult::Statistic(p_value, statistic, dof) => {
+                let array = Array::new();
+                array.push(&JsValue::from_f64(p_value));
+                array.push(&JsValue::from_f64(statistic));
+                array.push(&JsValue::from_f64(dof as f64));
+                Ok(array.into())}
+                
+        }
+
+    }
+}
diff --git a/crates/ci-js/src/test.js b/crates/ci-js/src/test.js
new file mode 100644
index 0000000..adc8cc9
--- /dev/null
+++ b/crates/ci-js/src/test.js
@@ -0,0 +1,14 @@
+const response = await fetch("http://localhost:3000/tests/pearson_correlation", {
+    method: "POST",
+    headers: { "Content-Type": "application/json" },
+    body: JSON.stringify({
+        x: [1.0, 2.0, 3.0, 4.0, 5.0],
+        y: [1.0, 2.0, 3.0, 4.0, 5.0],
+        z: [],
+        boolean: false,
+        significance_level: 0.05
+    })
+});
+
+const result = await response.json();
+console.log(result);
\ No newline at end of file