diff --git a/.gitattributes b/.gitattributes
new file mode 100644
index 0000000..997504b
--- /dev/null
+++ b/.gitattributes
@@ -0,0 +1,2 @@
+# SCM syntax highlighting & preventing 3-way merges
+pixi.lock merge=binary linguist-language=YAML linguist-generated=true -diff
diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml
index 67766d6..dc32a48 100644
--- a/.github/workflows/python-package.yml
+++ b/.github/workflows/python-package.yml
@@ -5,13 +5,12 @@ name: Python package
 
 on:
   push:
-    branches: [ "main" ]
+    branches: ["main"]
   pull_request:
-    branches: [ "main" ]
+    branches: ["main"]
 
 jobs:
   build:
-
     runs-on: ubuntu-latest
     strategy:
       fail-fast: false
@@ -19,24 +18,23 @@ jobs:
         python-version: ["3.9", "3.10", "3.11"]
 
     steps:
-    - uses: actions/checkout@v3
-    - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v3
-      with:
-        python-version: ${{ matrix.python-version }}
-    - name: Install dependencies
-      run: |
-        python -m pip install --upgrade pip
-        python -m pip install flake8 pytest
-        pip install numpy numba
-        pip install torch torchaudio --index-url https://download.pytorch.org/whl/cpu
-        pip install torchlpc
-    - name: Lint with flake8
-      run: |
-        # stop the build if there are Python syntax errors or undefined names
-        flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics
-        # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide
-        flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics
-    - name: Test with pytest
-      run: |
-        pytest
+      - uses: actions/checkout@v4
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v5
+        with:
+          python-version: ${{ matrix.python-version }}
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          python -m pip install flake8 pytest
+          pip install torch --index-url https://download.pytorch.org/whl/cpu
+          pip install . --no-build-isolation
+      - name: Lint with flake8
+        run: |
+          # stop the build if there are Python syntax errors or undefined names
+          flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics
+          # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide
+          flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics
+      - name: Test with pytest
+        run: |
+          pytest
diff --git a/.gitignore b/.gitignore
index e84d348..01b23fd 100644
--- a/.gitignore
+++ b/.gitignore
@@ -3,4 +3,7 @@
 *.pyc
 build/
 dist/
-*.egg-info/
\ No newline at end of file
+*.egg-info/
+# pixi environments
+.pixi/*
+!.pixi/config.toml
diff --git a/pixi.lock b/pixi.lock
new file mode 100644
index 0000000..260905b
--- /dev/null
+++ b/pixi.lock
@@ -0,0 +1,3895 @@
+version: 6
+environments:
+  build:
+    channels:
+    - url: https://conda.anaconda.org/conda-forge/
+    - url: https://conda.anaconda.org/nvidia/
+    indexes:
+    - https://pypi.org/simple
+    options:
+      pypi-prerelease-mode: if-necessary-or-explicit
+    packages:
+      linux-64:
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-7_kmp_llvm.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-hda65f42_8.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2026.1.4-hbd8a1cb_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/cpython-3.13.11-py313hd8ed1ab_100.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/filelock-3.20.3-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/fmt-12.1.0-hff5e90c_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/fsspec-2026.1.0-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/gmp-6.3.0-hac33072_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/gmpy2-2.2.1-py313h86d8783_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/icu-78.2-h33c6efd_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/jinja2-3.1.6-pyhcf101f3_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.45-default_hbd61a6d_105.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libabseil-20250512.1-cxx17_hba17884_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libblas-3.11.0-5_h5875eb1_mkl.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libcblas-3.11.0-5_hfef963f_mkl.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.7.3-hecca717_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libffi-3.5.2-h9ec8514_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libgcc-15.2.0-he0feb66_16.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-15.2.0-h69a702a_16.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libhwloc-2.12.2-default_hafda6a7_1000.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libiconv-1.18-h3b78370_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/liblapack-3.11.0-5_h5e43f62_mkl.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/liblzma-5.8.1-hb9d3cd8_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libmpdec-4.0.0-hb9d3cd8_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libprotobuf-6.31.1-h49aed37_4.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.51.1-hf4e2dac_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-15.2.0-h934c35e_16.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-ng-15.2.0-hdf11a46_16.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libtorch-2.9.1-cpu_mkl_hfee2a32_102.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.41.3-h5347b49_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libuv-1.51.0-hb03c661_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libxml2-16-2.15.1-hca6bf5a_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libxml2-2.15.1-he237659_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.1-hb9d3cd8_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/llvm-openmp-21.1.8-h4922eb0_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/llvmlite-0.46.0-py313hdd307be_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/markupsafe-3.0.3-py313h3dea7bd_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/mkl-2025.3.0-h0e700b2_463.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/mpc-1.3.1-h24ddda3_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/mpfr-4.2.1-h90cbb55_3.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/mpmath-1.3.0-pyhd8ed1ab_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h2d0b736_3.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/networkx-3.6.1-pyhcf101f3_0.conda
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+      - conda: https://conda.anaconda.org/conda-forge/noarch/pybind11-global-3.0.1-pyhc7ab6ef_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/python-3.13.11-hc97d973_100_cp313.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.13-8_cp313.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/pytorch-2.9.1-cpu_mkl_py313_hf5c6997_102.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/pytorch-cpu-2.9.1-cpu_mkl_hd61e0f4_102.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/readline-8.3-h853b02a_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/setuptools-80.9.0-pyhff2d567_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/sleef-3.9.0-ha0421bc_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/sympy-1.14.0-pyh2585a3b_105.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/tbb-2022.3.0-hb700be7_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_ha0e22de_103.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/typing-extensions-4.15.0-h396c80c_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/typing_extensions-4.15.0-pyhcf101f3_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2025c-hc9c84f9_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.7-hb78ec9c_6.conda
+      - pypi: https://files.pythonhosted.org/packages/c5/0d/84a4380f930db0010168e0aa7b7a8fed9ba1835a8fbb1472bc6d0201d529/build-1.4.0-py3-none-any.whl
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+      - pypi: ./
+  cpu:
+    channels:
+    - url: https://conda.anaconda.org/conda-forge/
+    - url: https://conda.anaconda.org/nvidia/
+    indexes:
+    - https://pypi.org/simple
+    options:
+      pypi-prerelease-mode: if-necessary-or-explicit
+    packages:
+      linux-64:
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-7_kmp_llvm.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-hda65f42_8.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2026.1.4-hbd8a1cb_0.conda
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+      - pypi: ./
+  cpu-test:
+    channels:
+    - url: https://conda.anaconda.org/conda-forge/
+    - url: https://conda.anaconda.org/nvidia/
+    indexes:
+    - https://pypi.org/simple
+    options:
+      pypi-prerelease-mode: if-necessary-or-explicit
+    packages:
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diff --git a/pixi.toml b/pixi.toml
new file mode 100644
index 0000000..ce3b835
--- /dev/null
+++ b/pixi.toml
@@ -0,0 +1,41 @@
+[workspace]
+authors = ["Chin-Yun Yu <chin-yun.yu@qmul.ac.uk>"]
+channels = ["conda-forge", "nvidia"]
+platforms = ["linux-64"]
+
+[tasks]
+
+[dependencies]
+numba = ">=0.63.1,<0.64"
+
+[pypi-dependencies]
+torchlpc = ">=0.7.2, <0.8"
+torchcomp = {path = ".", editable = true}
+
+[feature.dev.pypi-dependencies]
+build = ">=1.4.0, <2"
+
+[feature.test.dependencies]
+pytest = ">=9.0.2,<10"
+
+[feature.cpu.dependencies]
+pytorch-cpu = ">=2.9.1,<3"
+
+[feature.gpu.dependencies]
+cuda-version = ">=12.9,<13"
+pytorch-gpu = ">=2.9.1,<3"
+numba-cuda = ">=0.23.0,<0.24"
+cuda = { version = ">=12.9.1,<13", channel = "nvidia" }
+
+[feature.gpu.system-requirements]
+cuda = "13.0"
+
+[feature.gpu.pypi-options]
+no-build-isolation = true
+
+[environments]
+default = ["gpu"]
+cpu = ["cpu"]
+gpu-test = ["gpu", "test"]
+cpu-test = ["cpu", "test"]
+build = ["dev", "cpu"]
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..8011429
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,32 @@
+[tool.setuptools.packages.find]
+where = ["."]
+exclude = ["tests", "tests.*"]
+
+[project]
+name = "torchcomp"
+version = "0.2.1"
+description = "Fast, efficient, and differentiable dynamic range compression/expansion/limiting for PyTorch."
+readme = "README.md"
+requires-python = ">=3.9"
+authors = [
+    {name = "Chin-Yun Yu", email = "chin-yun.yu@qmul.ac.uk"},
+]
+maintainers = [
+    {name = "Chin-Yun Yu", email = "chin-yun.yu@qmul.ac.uk"},
+]
+license = "MIT"
+license-files = ["LICENSE"]
+classifiers = [
+    "Programming Language :: Python :: 3",
+    "Operating System :: OS Independent",
+]
+dependencies = [
+    "torch>=2",
+    "torchlpc",
+    "numpy",
+    "numba",
+]
+
+[project.urls]
+Homepage = "https://github.com/DiffAPF/torchcomp"
+
diff --git a/setup.py b/setup.py
deleted file mode 100644
index fbe4c1d..0000000
--- a/setup.py
+++ /dev/null
@@ -1,28 +0,0 @@
-import setuptools
-
-NAME = "torchcomp"
-VERSION = "0.2.1"
-MAINTAINER = "Chin-Yun Yu"
-EMAIL = "chin-yun.yu@qmul.ac.uk"
-
-
-with open("README.md", "r") as fh:
-    long_description = fh.read()
-
-setuptools.setup(
-    name=NAME,
-    version=VERSION,
-    author=MAINTAINER,
-    author_email=EMAIL,
-    description="Fast, efficient, and differentiable dynamic range compression/expansion/limiting for PyTorch.",
-    long_description=long_description,
-    long_description_content_type="text/markdown",
-    url="https://github.com/yoyololicon/torchcomp",
-    packages=["torchcomp"],
-    install_requires=["torch>=2", "torchlpc", "numpy", "numba"],
-    classifiers=[
-        "Programming Language :: Python :: 3",
-        "License :: OSI Approved :: MIT License",
-        "Operating System :: OS Independent",
-    ],
-)