diff --git a/Cargo.lock b/Cargo.lock
index d0aa694..4165424 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -13,6 +13,18 @@ dependencies = [
  "winapi",
 ]
 
+[[package]]
+name = "autocfg"
+version = "1.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d468802bab17cbc0cc575e9b053f41e72aa36bfa6b7f55e3529ffa43161b97fa"
+
+[[package]]
+name = "bitflags"
+version = "1.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bef38d45163c2f1dde094a7dfd33ccf595c92905c8f8f4fdc18d06fb1037718a"
+
 [[package]]
 name = "cfg-if"
 version = "1.0.0"
@@ -30,6 +42,12 @@ dependencies = [
  "wasi",
 ]
 
+[[package]]
+name = "heck"
+version = "0.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "95505c38b4572b2d910cecb0281560f54b440a19336cbbcb27bf6ce6adc6f5a8"
+
 [[package]]
 name = "hermit-abi"
 version = "0.1.19"
@@ -39,6 +57,12 @@ dependencies = [
  "libc",
 ]
 
+[[package]]
+name = "indoc"
+version = "2.0.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1e186cfbae8084e513daff4240b4797e342f988cecda4fb6c939150f96315fd8"
+
 [[package]]
 name = "itoa"
 version = "1.0.10"
@@ -51,6 +75,54 @@ version = "0.2.153"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9c198f91728a82281a64e1f4f9eeb25d82cb32a5de251c6bd1b5154d63a8e7bd"
 
+[[package]]
+name = "lock_api"
+version = "0.4.11"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3c168f8615b12bc01f9c17e2eb0cc07dcae1940121185446edc3744920e8ef45"
+dependencies = [
+ "autocfg",
+ "scopeguard",
+]
+
+[[package]]
+name = "memoffset"
+version = "0.9.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5a634b1c61a95585bd15607c6ab0c4e5b226e695ff2800ba0cdccddf208c406c"
+dependencies = [
+ "autocfg",
+]
+
+[[package]]
+name = "once_cell"
+version = "1.19.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3fdb12b2476b595f9358c5161aa467c2438859caa136dec86c26fdd2efe17b92"
+
+[[package]]
+name = "parking_lot"
+version = "0.12.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3742b2c103b9f06bc9fff0a37ff4912935851bee6d36f3c02bcc755bcfec228f"
+dependencies = [
+ "lock_api",
+ "parking_lot_core",
+]
+
+[[package]]
+name = "parking_lot_core"
+version = "0.9.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4c42a9226546d68acdd9c0a280d17ce19bfe27a46bf68784e4066115788d008e"
+dependencies = [
+ "cfg-if",
+ "libc",
+ "redox_syscall",
+ "smallvec",
+ "windows-targets",
+]
+
 [[package]]
 name = "ppv-lite86"
 version = "0.2.17"
@@ -66,6 +138,67 @@ dependencies = [
  "unicode-ident",
 ]
 
+[[package]]
+name = "pyo3"
+version = "0.20.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9a89dc7a5850d0e983be1ec2a463a171d20990487c3cfcd68b5363f1ee3d6fe0"
+dependencies = [
+ "cfg-if",
+ "indoc",
+ "libc",
+ "memoffset",
+ "parking_lot",
+ "pyo3-build-config",
+ "pyo3-ffi",
+ "pyo3-macros",
+ "unindent",
+]
+
+[[package]]
+name = "pyo3-build-config"
+version = "0.20.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "07426f0d8fe5a601f26293f300afd1a7b1ed5e78b2a705870c5f30893c5163be"
+dependencies = [
+ "once_cell",
+ "target-lexicon",
+]
+
+[[package]]
+name = "pyo3-ffi"
+version = "0.20.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dbb7dec17e17766b46bca4f1a4215a85006b4c2ecde122076c562dd058da6cf1"
+dependencies = [
+ "libc",
+ "pyo3-build-config",
+]
+
+[[package]]
+name = "pyo3-macros"
+version = "0.20.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "05f738b4e40d50b5711957f142878cfa0f28e054aa0ebdfc3fd137a843f74ed3"
+dependencies = [
+ "proc-macro2",
+ "pyo3-macros-backend",
+ "quote",
+ "syn",
+]
+
+[[package]]
+name = "pyo3-macros-backend"
+version = "0.20.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0fc910d4851847827daf9d6cdd4a823fbdaab5b8818325c5e97a86da79e8881f"
+dependencies = [
+ "heck",
+ "proc-macro2",
+ "quote",
+ "syn",
+]
+
 [[package]]
 name = "quote"
 version = "1.0.35"
@@ -105,12 +238,27 @@ dependencies = [
  "getrandom",
 ]
 
+[[package]]
+name = "redox_syscall"
+version = "0.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4722d768eff46b75989dd134e5c353f0d6296e5aaa3132e776cbdb56be7731aa"
+dependencies = [
+ "bitflags",
+]
+
 [[package]]
 name = "ryu"
 version = "1.0.16"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f98d2aa92eebf49b69786be48e4477826b256916e84a57ff2a4f21923b48eb4c"
 
+[[package]]
+name = "scopeguard"
+version = "1.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "94143f37725109f92c262ed2cf5e59bce7498c01bcc1502d7b9afe439a4e9f49"
+
 [[package]]
 name = "serde"
 version = "1.0.196"
@@ -142,6 +290,12 @@ dependencies = [
  "serde",
 ]
 
+[[package]]
+name = "smallvec"
+version = "1.13.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e6ecd384b10a64542d77071bd64bd7b231f4ed5940fba55e98c3de13824cf3d7"
+
 [[package]]
 name = "syn"
 version = "2.0.48"
@@ -154,10 +308,17 @@ dependencies = [
 ]
 
 [[package]]
-name = "traktor"
+name = "target-lexicon"
+version = "0.12.13"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "69758bda2e78f098e4ccb393021a0963bb3442eac05f135c30f61b7370bbafae"
+
+[[package]]
+name = "traktorpy"
 version = "0.1.0"
 dependencies = [
  "atty",
+ "pyo3",
  "rand",
  "serde",
  "serde_json",
@@ -169,6 +330,12 @@ version = "1.0.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "3354b9ac3fae1ff6755cb6db53683adb661634f67557942dea4facebec0fee4b"
 
+[[package]]
+name = "unindent"
+version = "0.2.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c7de7d73e1754487cb58364ee906a499937a0dfabd86bcb980fa99ec8c8fa2ce"
+
 [[package]]
 name = "wasi"
 version = "0.11.0+wasi-snapshot-preview1"
@@ -196,3 +363,60 @@ name = "winapi-x86_64-pc-windows-gnu"
 version = "0.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "712e227841d057c1ee1cd2fb22fa7e5a5461ae8e48fa2ca79ec42cfc1931183f"
+
+[[package]]
+name = "windows-targets"
+version = "0.48.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9a2fa6e2155d7247be68c096456083145c183cbbbc2764150dda45a87197940c"
+dependencies = [
+ "windows_aarch64_gnullvm",
+ "windows_aarch64_msvc",
+ "windows_i686_gnu",
+ "windows_i686_msvc",
+ "windows_x86_64_gnu",
+ "windows_x86_64_gnullvm",
+ "windows_x86_64_msvc",
+]
+
+[[package]]
+name = "windows_aarch64_gnullvm"
+version = "0.48.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2b38e32f0abccf9987a4e3079dfb67dcd799fb61361e53e2882c3cbaf0d905d8"
+
+[[package]]
+name = "windows_aarch64_msvc"
+version = "0.48.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dc35310971f3b2dbbf3f0690a219f40e2d9afcf64f9ab7cc1be722937c26b4bc"
+
+[[package]]
+name = "windows_i686_gnu"
+version = "0.48.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a75915e7def60c94dcef72200b9a8e58e5091744960da64ec734a6c6e9b3743e"
+
+[[package]]
+name = "windows_i686_msvc"
+version = "0.48.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8f55c233f70c4b27f66c523580f78f1004e8b5a8b659e05a4eb49d4166cca406"
+
+[[package]]
+name = "windows_x86_64_gnu"
+version = "0.48.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "53d40abd2583d23e4718fddf1ebec84dbff8381c07cae67ff7768bbf19c6718e"
+
+[[package]]
+name = "windows_x86_64_gnullvm"
+version = "0.48.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0b7b52767868a23d5bab768e390dc5f5c55825b6d30b86c844ff2dc7414044cc"
+
+[[package]]
+name = "windows_x86_64_msvc"
+version = "0.48.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ed94fce61571a4006852b7389a063ab983c02eb1bb37b47f8272ce92d06d9538"
diff --git a/Cargo.toml b/Cargo.toml
index 531f38a..0a937b1 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -1,12 +1,15 @@
 [package]
-name = "traktor"
+name = "lyagushka"
 version = "0.1.0"
 edition = "2021"
 
-# See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html
+[lib]
+name = "lyagushka"
+crate-type = ["cdylib"]
 
 [dependencies]
 atty = "0.2.14"
+pyo3 = "0.20.2"
 rand = "0.8.5"
 serde = { version = "1.0.196", features = ["derive"] }
 serde_json = "1.0.113"
diff --git a/src/main.rs b/src/lib.rs
similarity index 74%
rename from src/main.rs
rename to src/lib.rs
index 754d5c8..57ac035 100644
--- a/src/main.rs
+++ b/src/lib.rs
@@ -1,5 +1,9 @@
+use pyo3::prelude::*;
+use pyo3::wrap_pyfunction;
+use pyo3::types::PyList;
 use std::fs::File;
-use std::io::{self, BufRead, BufReader, stdin, Read};
+// use std::io::{self, BufRead, BufReader, stdin, Read};
+use std::io::{self, BufRead, BufReader};
 use std::env;
 use std::process;
 use serde::Serialize;
@@ -106,6 +110,7 @@ fn distance(p1: &Point, p2: &Point) -> u32 {
     if p1.value > p2.value { p1.value - p2.value } else { p2.value - p1.value }
 }
 
+
 fn main() -> io::Result<()> {
     let args: Vec<String> = env::args().collect();
     let mut dataset: Vec<Point> = Vec::new();
@@ -162,5 +167,50 @@ fn main() -> io::Result<()> {
     // Output the JSON string
     println!("{}", json);
 
+    Ok(())
+}
+
+#[pyfunction]
+fn traktor(py: Python, int_list: &PyList, factor: f32, min_cluster_size: usize) -> PyResult<String> {
+    // Convert Python list to Rust Vec<Point>
+    let mut dataset: Vec<Point> = Vec::new();
+    for py_any in int_list.into_iter() {
+        let value: u32 = py_any.extract()?;
+        dataset.push(Point::new(value));
+    }
+    dataset.sort_by_key(|p| p.value);
+
+    // Proceed with your existing logic
+    let mut cluster_gap_infos = calculate_densities_and_gaps(&dataset, factor, min_cluster_size);
+
+    // Calculate mean distance for Z-score computation
+    let total_distances: f32 = dataset.windows(2)
+                                      .map(|w| (w[1].value as f32 - w[0].value as f32))
+                                      .sum();
+    let mean_distance = total_distances / (dataset.len() as f32 - 1.0);
+
+    // Calculate Z-scores for clusters and gaps
+    for info in cluster_gap_infos.iter_mut() {
+        if info.num_elements == 0 {
+            // Z-score for gaps
+            info.z_score = Some((info.span_length - mean_distance) / mean_distance); // Simplified deviation measure
+        } else {
+            // Z-score for clusters, based on density deviation
+            let density = info.num_elements as f32 / info.span_length;
+            let expected_density = 1.0 / mean_distance; // Expected: one element per mean distance
+            info.z_score = Some((density - expected_density) / expected_density); // Simplified deviation measure
+        }
+    }
+
+    // Serialize to JSON and return
+    let json = serde_json::to_string_pretty(&cluster_gap_infos)
+        .expect("Failed to serialize to JSON");
+        
+    Ok(json)
+}
+
+#[pymodule]
+fn lyagushka(py: Python, m: &PyModule) -> PyResult<()> {
+    m.add_function(wrap_pyfunction!(traktor, m)?)?;
     Ok(())
 }
\ No newline at end of file