diff --git a/pixi.lock b/pixi.lock
index 7e66552..826ec66 100644
--- a/pixi.lock
+++ b/pixi.lock
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   - libbrotlienc >=1.1.0,<1.2.0a0
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   license_family: BSD
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   platform: osx
   license: BSD-3-Clause
   license_family: BSD
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-  md5: 51bb7010fc86f70eee639b4bb7a894f5
+- conda: https://conda.anaconda.org/conda-forge/linux-64/lcms2-2.17-h717163a_0.conda
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+  md5: 000e85703f0fd9594c81710dd5066471
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-  - libtiff >=4.6.0,<4.8.0a0
+  - libtiff >=4.7.0,<4.8.0a0
   arch: x86_64
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   license: MIT
   license_family: MIT
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+  md5: bf210d0c63f2afb9e414a858b79f0eaa
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+  - libtiff >=4.7.0,<4.8.0a0
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   license_family: MIT
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+  md5: 92a61fd30b19ebd5c1621a5bfe6d8b5f
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-  - libtiff >=4.6.0,<4.8.0a0
+  - libtiff >=4.7.0,<4.8.0a0
   arch: arm64
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   license: MIT
   license_family: MIT
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+- conda: https://conda.anaconda.org/conda-forge/win-64/lcms2-2.17-hbcf6048_0.conda
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+  md5: 3538827f77b82a837fa681a4579e37a1
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-  - libtiff >=4.6.0,<4.8.0a0
+  - libtiff >=4.7.0,<4.8.0a0
   - ucrt >=10.0.20348.0
   - vc >=14.2,<15
   - vc14_runtime >=14.29.30139
@@ -12534,8 +10357,8 @@ packages:
   platform: win
   license: MIT
   license_family: MIT
-  size: 507632
-  timestamp: 1701648249706
+  size: 510641
+  timestamp: 1739161381270
 - conda: https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.43-h712a8e2_2.conda
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   md5: 048b02e3962f066da18efe3a21b77672
@@ -12704,28 +10527,28 @@ packages:
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   timestamp: 1711021603471
-- conda: https://conda.anaconda.org/conda-forge/osx-64/libasprintf-0.22.5-hdfe23c8_3.conda
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-  md5: 55363e1d53635b3497cdf753ab0690c1
+- conda: https://conda.anaconda.org/conda-forge/osx-64/libasprintf-0.23.1-h27064b9_0.conda
+  sha256: d6a4fbf497040ab4733c5dc65dd273ed6fa827ce6e67fd12abbe08c3cc3e192e
+  md5: 43e1d9e1712208ac61941a513259248d
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-  - libcxx >=16
+  - libcxx >=18
   arch: x86_64
   platform: osx
   license: LGPL-2.1-or-later
-  size: 40442
-  timestamp: 1723626787726
-- conda: https://conda.anaconda.org/conda-forge/osx-arm64/libasprintf-0.22.5-h8414b35_3.conda
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-  md5: 472b673c083175195965a48f2f4808f8
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+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/libasprintf-0.23.1-h493aca8_0.conda
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+  md5: baf9e4423f10a15ca7eab26480007639
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   - __osx >=11.0
-  - libcxx >=16
+  - libcxx >=18
   arch: arm64
   platform: osx
   license: LGPL-2.1-or-later
-  size: 40657
-  timestamp: 1723626937704
+  size: 41679
+  timestamp: 1739039255705
 - conda: https://conda.anaconda.org/conda-forge/linux-64/libavif16-1.1.1-h1909e37_2.conda
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   timestamp: 1738114033763
-- conda: https://conda.anaconda.org/conda-forge/osx-64/libblas-3.9.0-28_h7f60823_openblas.conda
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-  md5: c9f0b30e5ab2f4ddc450b95743d2070d
+- conda: https://conda.anaconda.org/conda-forge/osx-64/libblas-3.9.0-29_h7f60823_openblas.conda
+  build_number: 29
+  sha256: c3a5f3a5d3769b0bf89f7ac06cffea2208b3b134c14d33e5ecc597dfaa68a29f
+  md5: eae479c0b10e9776ba13f827e1fc02d0
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   - libopenblas >=0.3.28,<0.3.29.0a0
   - libopenblas >=0.3.28,<1.0a0
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-  - liblapacke =3.9.0=28*_openblas
-  - libcblas =3.9.0=28*_openblas
-  - blas =2.128=openblas
-  - liblapack =3.9.0=28*_openblas
+  - blas =2.129=openblas
+  - libcblas =3.9.0=29*_openblas
+  - liblapacke =3.9.0=29*_openblas
+  - liblapack =3.9.0=29*_openblas
   arch: x86_64
   platform: osx
   license: BSD-3-Clause
-  license_family: BSD
-  size: 16854
-  timestamp: 1738114357360
-- conda: https://conda.anaconda.org/conda-forge/osx-arm64/libblas-3.9.0-28_h10e41b3_openblas.conda
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-  md5: 166166d84a0e9571dc50210baf993b46
+  size: 17028
+  timestamp: 1739425972066
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/libblas-3.9.0-29_h10e41b3_openblas.conda
+  build_number: 29
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+  md5: 6ebbed2244408eca4f7569b532f813bd
   depends:
   - libopenblas >=0.3.28,<0.3.29.0a0
   - libopenblas >=0.3.28,<1.0a0
   constrains:
+  - liblapacke =3.9.0=29*_openblas
+  - libcblas =3.9.0=29*_openblas
+  - blas =2.129=openblas
+  - liblapack =3.9.0=29*_openblas
+  arch: arm64
+  platform: osx
+  license: BSD-3-Clause
+  size: 17046
+  timestamp: 1739426231872
+- conda: https://conda.anaconda.org/conda-forge/win-64/libblas-3.9.0-28_h706a439_openblas.conda
+  build_number: 28
+  sha256: 203af2d25cf964e0ea8f4336bcce509584c9649a26d907cfef36bb9a15dc8668
+  md5: 750e7cac655a911715f7a88b911dd005
+  depends:
+  - libopenblas 0.3.28 openmp_h9566aca_1
+  - llvm-openmp >=19.1.7
+  constrains:
+  - libcblas =3.9.0=28*_openblas
   - liblapack =3.9.0=28*_openblas
   - liblapacke =3.9.0=28*_openblas
   - blas =2.128=openblas
-  - libcblas =3.9.0=28*_openblas
-  arch: arm64
-  platform: osx
+  arch: x86_64
+  platform: win
+  track_features:
+  - blas_openblas
   license: BSD-3-Clause
   license_family: BSD
-  size: 16840
-  timestamp: 1738114389937
-- conda: https://conda.anaconda.org/conda-forge/win-64/libblas-3.9.0-28_h576b46c_mkl.conda
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-  md5: eb97c3ea4cc02e42c01bc6c928094037
+  size: 3951959
+  timestamp: 1738114671661
+- conda: https://conda.anaconda.org/conda-forge/win-64/libblas-3.9.0-29_h576b46c_mkl.conda
+  build_number: 29
+  sha256: 4027b6317b6f3d4b6f1b12600d8ca78057a3d2be2144bbc8aaeb3b0ad11b9bbd
+  md5: 2d25c162673da78c4329b963452bb0e1
   depends:
   - mkl 2024.2.2 h66d3029_15
   constrains:
-  - liblapack =3.9.0=28*_mkl
-  - blas =2.128=mkl
-  - liblapacke =3.9.0=28*_mkl
-  - libcblas =3.9.0=28*_mkl
+  - liblapack =3.9.0=29*_mkl
+  - liblapacke =3.9.0=29*_mkl
+  - libcblas =3.9.0=29*_mkl
+  - blas =2.129=mkl
   arch: x86_64
   platform: win
   license: BSD-3-Clause
-  license_family: BSD
-  size: 3732428
-  timestamp: 1738114465076
+  size: 3733634
+  timestamp: 1739426273305
 - conda: https://conda.anaconda.org/conda-forge/linux-64/libboost-1.84.0-h6c02f8c_7.conda
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   md5: ce81535528fbdd5349870048b8b09846
@@ -13100,54 +10940,73 @@ packages:
   license_family: BSD
   size: 16539
   timestamp: 1738114043618
-- conda: https://conda.anaconda.org/conda-forge/osx-64/libcblas-3.9.0-28_hff6cab4_openblas.conda
-  build_number: 28
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-  md5: bf672fd5b62c531028cda585c6ee91b1
+- conda: https://conda.anaconda.org/conda-forge/osx-64/libcblas-3.9.0-29_hff6cab4_openblas.conda
+  build_number: 29
+  sha256: c74ee7ffab8928fcf74bff7bc9428451d67b1e5a809c50d91cafd0d61fe5e07a
+  md5: aa26f233422568fd8b68dae426d063a4
   depends:
-  - libblas 3.9.0 28_h7f60823_openblas
+  - libblas 3.9.0 29_h7f60823_openblas
   constrains:
-  - liblapacke =3.9.0=28*_openblas
-  - blas =2.128=openblas
-  - liblapack =3.9.0=28*_openblas
+  - blas =2.129=openblas
+  - liblapacke =3.9.0=29*_openblas
+  - liblapack =3.9.0=29*_openblas
   arch: x86_64
   platform: osx
   license: BSD-3-Clause
-  license_family: BSD
-  size: 16772
-  timestamp: 1738114371625
-- conda: https://conda.anaconda.org/conda-forge/osx-arm64/libcblas-3.9.0-28_hb3479ef_openblas.conda
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-  md5: 30942dea911ce333765003a8adec4e8a
+  size: 16969
+  timestamp: 1739425981878
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/libcblas-3.9.0-29_hb3479ef_openblas.conda
+  build_number: 29
+  sha256: 5fb812ca6b194a0d4ea6c780fba9afab87f7da7b8c4558cfe2954e27bb07a4a9
+  md5: cc30b97c4a6bc1984781bf147daa015b
   depends:
-  - libblas 3.9.0 28_h10e41b3_openblas
+  - libblas 3.9.0 29_h10e41b3_openblas
   constrains:
-  - blas =2.128=openblas
-  - liblapacke =3.9.0=28*_openblas
-  - liblapack =3.9.0=28*_openblas
+  - liblapack =3.9.0=29*_openblas
+  - blas =2.129=openblas
+  - liblapacke =3.9.0=29*_openblas
   arch: arm64
   platform: osx
   license: BSD-3-Clause
-  license_family: BSD
-  size: 16788
-  timestamp: 1738114399962
-- conda: https://conda.anaconda.org/conda-forge/win-64/libcblas-3.9.0-28_h7ad3364_mkl.conda
+  size: 16983
+  timestamp: 1739426238799
+- conda: https://conda.anaconda.org/conda-forge/win-64/libcblas-3.9.0-28_ha692739_openblas.conda
   build_number: 28
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-  md5: fc67cf6a19301fc7d6eb83949abce428
+  sha256: 12d1e6ee4b74a5d9d6df431d69e7b6a6a4d7cf70b12f187ba125390c96d38744
+  md5: cce183f418c0177af101488d47eff4f9
   depends:
-  - libblas 3.9.0 28_h576b46c_mkl
+  - libblas 3.9.0 28_h706a439_openblas
+  - libopenblas * openmp*
+  - libopenblas >=0.3.28,<1.0a0
+  - llvm-openmp >=19.1.7
   constrains:
-  - liblapack =3.9.0=28*_mkl
-  - blas =2.128=mkl
-  - liblapacke =3.9.0=28*_mkl
+  - liblapack =3.9.0=28*_openblas
+  - liblapacke =3.9.0=28*_openblas
+  - blas =2.128=openblas
   arch: x86_64
   platform: win
+  track_features:
+  - blas_openblas
   license: BSD-3-Clause
   license_family: BSD
-  size: 3732314
-  timestamp: 1738114505434
+  size: 3951638
+  timestamp: 1738114726992
+- conda: https://conda.anaconda.org/conda-forge/win-64/libcblas-3.9.0-29_h7ad3364_mkl.conda
+  build_number: 29
+  sha256: 983caad08c23475de33810d924a6818354dea2ece2c1a65ccc32e94ed5d29d14
+  md5: 3d674200e7a1ee1561894501f81f821f
+  depends:
+  - libblas 3.9.0 29_h576b46c_mkl
+  - mkl >=2024.2.2,<2025.0a0
+  constrains:
+  - liblapacke =3.9.0=29*_mkl
+  - liblapack =3.9.0=29*_mkl
+  - blas =2.129=mkl
+  arch: x86_64
+  platform: win
+  license: BSD-3-Clause
+  size: 3735136
+  timestamp: 1739426312628
 - conda: https://conda.anaconda.org/conda-forge/linux-64/libcups-2.3.3-h4637d8d_4.conda
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   md5: d4529f4dff3057982a7617c7ac58fde3
@@ -13326,26 +11185,29 @@ packages:
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-- conda: https://conda.anaconda.org/conda-forge/linux-64/libffi-3.4.2-h7f98852_5.tar.bz2
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-  md5: d645c6d2ac96843a2bfaccd2d62b3ac3
+- conda: https://conda.anaconda.org/conda-forge/linux-64/libffi-3.4.6-h2dba641_0.conda
+  sha256: 67a6c95e33ebc763c1adc3455b9a9ecde901850eb2fceb8e646cc05ef3a663da
+  md5: e3eb7806380bc8bcecba6d749ad5f026
   depends:
-  - libgcc-ng >=9.4.0
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=13
   arch: x86_64
   platform: linux
   license: MIT
   license_family: MIT
-  size: 58292
-  timestamp: 1636488182923
-- conda: https://conda.anaconda.org/conda-forge/osx-64/libffi-3.4.2-h0d85af4_5.tar.bz2
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-  md5: ccb34fb14960ad8b125962d3d79b31a9
+  size: 53415
+  timestamp: 1739260413716
+- conda: https://conda.anaconda.org/conda-forge/osx-64/libffi-3.4.6-h281671d_0.conda
+  sha256: 7805fdc536a3da7fb63dc48e040105cd4260c69a1d2bf5804dadd31bde8bab51
+  md5: b8667b0d0400b8dcb6844d8e06b2027d
+  depends:
+  - __osx >=10.13
   arch: x86_64
   platform: osx
   license: MIT
   license_family: MIT
-  size: 51348
-  timestamp: 1636488394370
+  size: 47258
+  timestamp: 1739260651925
 - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libffi-3.4.2-h3422bc3_5.tar.bz2
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   md5: 086914b672be056eb70fd4285b6783b6
@@ -13355,18 +11217,19 @@ packages:
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   timestamp: 1636488587153
-- conda: https://conda.anaconda.org/conda-forge/win-64/libffi-3.4.2-h8ffe710_5.tar.bz2
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-  md5: 2c96d1b6915b408893f9472569dee135
+- conda: https://conda.anaconda.org/conda-forge/win-64/libffi-3.4.6-h537db12_0.conda
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+  md5: 31d5107f75b2f204937728417e2e39e5
   depends:
-  - vc >=14.1,<15.0a0
-  - vs2015_runtime >=14.16.27012
+  - ucrt >=10.0.20348.0
+  - vc >=14.2,<15
+  - vc14_runtime >=14.29.30139
   arch: x86_64
   platform: win
   license: MIT
   license_family: MIT
-  size: 42063
-  timestamp: 1636489106777
+  size: 40830
+  timestamp: 1739260917585
 - conda: https://conda.anaconda.org/conda-forge/linux-64/libgcc-14.2.0-h77fa898_1.conda
   sha256: 53eb8a79365e58849e7b1a068d31f4f9e718dc938d6f2c03e960345739a03569
   md5: 3cb76c3f10d3bc7f1105b2fc9db984df
@@ -13499,32 +11362,32 @@ packages:
   license_family: BSD
   size: 165838
   timestamp: 1737548342665
-- conda: https://conda.anaconda.org/conda-forge/osx-64/libgettextpo-0.22.5-hdfe23c8_3.conda
-  sha256: 8f7631d03a093272a5a8423181ac2c66514503e082e5494a2e942737af8a34ad
-  md5: ba6eeccaee150e24a544be8ae71aeca1
+- conda: https://conda.anaconda.org/conda-forge/osx-64/libgettextpo-0.23.1-h27064b9_0.conda
+  sha256: 52c2423df75223df4ebee991eb33e3827b9d360957211022246145b99c672dc5
+  md5: 352ffb2b7788775a65a32c018d972a8a
   depends:
   - __osx >=10.13
   - libiconv >=1.17,<2.0a0
-  - libintl 0.22.5 hdfe23c8_3
+  - libintl 0.23.1 h27064b9_0
   arch: x86_64
   platform: osx
   license: GPL-3.0-or-later
   license_family: GPL
-  size: 172305
-  timestamp: 1723626852373
-- conda: https://conda.anaconda.org/conda-forge/osx-arm64/libgettextpo-0.22.5-h8414b35_3.conda
-  sha256: bc446fad58155e96a01b28e99254415c2151bdddf57f9a2c00c44e6f0298bb62
-  md5: c8cd7295cfb7bda5cbabea4fef904349
+  size: 183258
+  timestamp: 1739039203159
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/libgettextpo-0.23.1-h493aca8_0.conda
+  sha256: 4dbd3f698d027330033f06778567eda5b985e2348ca92900083654a114ddd051
+  md5: 18ad77def4cb7326692033eded9c815d
   depends:
   - __osx >=11.0
   - libiconv >=1.17,<2.0a0
-  - libintl 0.22.5 h8414b35_3
+  - libintl 0.23.1 h493aca8_0
   arch: arm64
   platform: osx
   license: GPL-3.0-or-later
   license_family: GPL
-  size: 159800
-  timestamp: 1723627007035
+  size: 166929
+  timestamp: 1739039303132
 - conda: https://conda.anaconda.org/conda-forge/linux-64/libgfortran-14.2.0-h69a702a_1.conda
   sha256: fc9e7f22a17faf74da904ebfc4d88699013d2992e55505e4aa0eb01770290977
   md5: f1fd30127802683586f768875127a987
@@ -13806,28 +11669,28 @@ packages:
   license: LGPL-2.1-only
   size: 636146
   timestamp: 1702682547199
-- conda: https://conda.anaconda.org/conda-forge/osx-64/libintl-0.22.5-hdfe23c8_3.conda
-  sha256: 0dbb662440a73e20742f12d88e51785a5a5117b8b150783a032b8818a8c043af
-  md5: 52d4d643ed26c07599736326c46bf12f
+- conda: https://conda.anaconda.org/conda-forge/osx-64/libintl-0.23.1-h27064b9_0.conda
+  sha256: 1bce54e6c76064032129ba138898a5b188d9415c533eb585f89d48b04e00e576
+  md5: 4182fe11073548596723d9cd2c23b1ac
   depends:
   - __osx >=10.13
   - libiconv >=1.17,<2.0a0
   arch: x86_64
   platform: osx
   license: LGPL-2.1-or-later
-  size: 88086
-  timestamp: 1723626826235
-- conda: https://conda.anaconda.org/conda-forge/osx-arm64/libintl-0.22.5-h8414b35_3.conda
-  sha256: 7c1d238d4333af385e594c89ebcb520caad7ed83a735c901099ec0970a87a891
-  md5: 3b98ec32e91b3b59ad53dbb9c96dd334
+  size: 87157
+  timestamp: 1739039171974
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/libintl-0.23.1-h493aca8_0.conda
+  sha256: 30d2a8a37070615a61777ce9317968b54c2197d04e9c6c2eea6cdb46e47f94dc
+  md5: 7b8faf3b5fc52744bda99c4cd1d6438d
   depends:
   - __osx >=11.0
   - libiconv >=1.17,<2.0a0
   arch: arm64
   platform: osx
   license: LGPL-2.1-or-later
-  size: 81171
-  timestamp: 1723626968270
+  size: 78921
+  timestamp: 1739039271409
 - conda: https://conda.anaconda.org/conda-forge/win-64/libintl-0.22.5-h5728263_3.conda
   sha256: c7e4600f28bcada8ea81456a6530c2329312519efcf0c886030ada38976b0511
   md5: 2cf0cf76cc15d360dfa2f17fd6cf9772
@@ -13999,54 +11862,73 @@ packages:
   license_family: BSD
   size: 16553
   timestamp: 1738114053556
-- conda: https://conda.anaconda.org/conda-forge/osx-64/liblapack-3.9.0-28_h236ab99_openblas.conda
-  build_number: 28
-  sha256: 862267d20bd7a248cef3dad1fefe5b31d44503943bd9745de42e8be17c86c806
-  md5: edbfe8906ba99637eebb9ebe675a57d3
+- conda: https://conda.anaconda.org/conda-forge/osx-64/liblapack-3.9.0-29_h236ab99_openblas.conda
+  build_number: 29
+  sha256: beaf023dff0c014af897e4c4fcdfaa6b05d3b806dd7e6327a70c3f680212e96e
+  md5: 70fde87282f015d4a0b0985bacf16201
   depends:
-  - libblas 3.9.0 28_h7f60823_openblas
+  - libblas 3.9.0 29_h7f60823_openblas
   constrains:
-  - liblapacke =3.9.0=28*_openblas
-  - libcblas =3.9.0=28*_openblas
-  - blas =2.128=openblas
+  - blas =2.129=openblas
+  - libcblas =3.9.0=29*_openblas
+  - liblapacke =3.9.0=29*_openblas
   arch: x86_64
   platform: osx
   license: BSD-3-Clause
-  license_family: BSD
-  size: 16758
-  timestamp: 1738114383382
-- conda: https://conda.anaconda.org/conda-forge/osx-arm64/liblapack-3.9.0-28_hc9a63f6_openblas.conda
-  build_number: 28
-  sha256: 79c75a02bff20f8b001e6aecfee8d22a51552c3986e7037fca68e5ed071cc213
-  md5: 45f26652530b558c21083ceb7adaf273
+  size: 16962
+  timestamp: 1739425991591
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/liblapack-3.9.0-29_hc9a63f6_openblas.conda
+  build_number: 29
+  sha256: de23734b43bd3d788d87db223605961129df3f464f0fafabfb3bd9265766472f
+  md5: 523116f84153f74aa9541278faff40d8
   depends:
-  - libblas 3.9.0 28_h10e41b3_openblas
+  - libblas 3.9.0 29_h10e41b3_openblas
   constrains:
-  - blas =2.128=openblas
-  - liblapacke =3.9.0=28*_openblas
-  - libcblas =3.9.0=28*_openblas
+  - libcblas =3.9.0=29*_openblas
+  - blas =2.129=openblas
+  - liblapacke =3.9.0=29*_openblas
   arch: arm64
   platform: osx
   license: BSD-3-Clause
-  license_family: BSD
-  size: 16793
-  timestamp: 1738114407021
-- conda: https://conda.anaconda.org/conda-forge/win-64/liblapack-3.9.0-28_hacfb0e4_mkl.conda
+  size: 16988
+  timestamp: 1739426245773
+- conda: https://conda.anaconda.org/conda-forge/win-64/liblapack-3.9.0-28_h1c6d55f_openblas.conda
   build_number: 28
-  sha256: 4b4bb704f46d12f56c1dcf5525bb97aea53a110e6bde6b8d588bf43b773500da
-  md5: 5aa8e62e29e0d76b0b99b79a739cd2dd
+  sha256: fa3b29b1ac794708101f417aa296990f5008dae9300ecaf8cf27830136ab51c3
+  md5: 35fe2d6317bc523c4e9129852354fc27
   depends:
-  - libblas 3.9.0 28_h576b46c_mkl
+  - libblas 3.9.0 28_h706a439_openblas
+  - libopenblas * openmp*
+  - libopenblas >=0.3.28,<1.0a0
+  - llvm-openmp >=19.1.7
   constrains:
-  - blas =2.128=mkl
-  - liblapacke =3.9.0=28*_mkl
-  - libcblas =3.9.0=28*_mkl
+  - libcblas =3.9.0=28*_openblas
+  - blas =2.128=openblas
+  - liblapacke =3.9.0=28*_openblas
   arch: x86_64
   platform: win
+  track_features:
+  - blas_openblas
   license: BSD-3-Clause
   license_family: BSD
-  size: 3732321
-  timestamp: 1738114541347
+  size: 3951423
+  timestamp: 1738114771080
+- conda: https://conda.anaconda.org/conda-forge/win-64/liblapack-3.9.0-29_hacfb0e4_mkl.conda
+  build_number: 29
+  sha256: 0debb626a58560e99a5c20ec01109240c1ae97a1acc57217a82ad3649837c155
+  md5: a362f444c68f33b2a4f62ef743ce12c4
+  depends:
+  - libblas 3.9.0 29_h576b46c_mkl
+  - mkl >=2024.2.2,<2025.0a0
+  constrains:
+  - liblapacke =3.9.0=29*_mkl
+  - libcblas =3.9.0=29*_mkl
+  - blas =2.129=mkl
+  arch: x86_64
+  platform: win
+  license: BSD-3-Clause
+  size: 3735157
+  timestamp: 1739426350747
 - conda: https://conda.anaconda.org/conda-forge/linux-64/liblightgbm-4.5.0-cpu_h155599f_4.conda
   sha256: 0202f885e575fb584fdb53480449f96e3ba7d722215fcabe2bc7b983cfb3851c
   md5: e04be6e9a74d8aa50fb0c5c5e44ba226
@@ -14295,6 +12177,24 @@ packages:
   license_family: BSD
   size: 4165774
   timestamp: 1730772154295
+- conda: https://conda.anaconda.org/conda-forge/win-64/libopenblas-0.3.28-openmp_h9566aca_1.conda
+  sha256: 5d645f3c1bd4102630f492eb21c155041aa3334b62412c2a746ecffb00e455fd
+  md5: 18ed04cd2796d65e5955f35c4bb89d57
+  depends:
+  - llvm-openmp >=19.1.3
+  - ucrt >=10.0.20348.0
+  - vc >=14.2,<15
+  - vc14_runtime >=14.29.30139
+  constrains:
+  - openblas >=0.3.28,<0.3.29.0a0
+  arch: x86_64
+  platform: win
+  track_features:
+  - openblas_threading_openmp
+  license: BSD-3-Clause
+  license_family: BSD
+  size: 3946261
+  timestamp: 1730776943618
 - conda: https://conda.anaconda.org/conda-forge/linux-64/libpng-1.6.46-h943b412_0.conda
   sha256: a46436dadd12d58155280d68876dba2d8a3badbc8074956d14fe6530c7c7eda6
   md5: adcf7bacff219488e29cfa95a2abd8f7
@@ -14642,9 +12542,9 @@ packages:
   license: HPND
   size: 978878
   timestamp: 1734399004259
-- conda: https://conda.anaconda.org/conda-forge/linux-64/libtorch-2.5.1-cpu_generic_h90be84d_11.conda
-  sha256: 173cf108248ed7ec2e27736253789ba904fc358b627b2f6227a083019d38564d
-  md5: eaa3cb576453e937e9694b5746d6ce1e
+- conda: https://conda.anaconda.org/conda-forge/linux-64/libtorch-2.5.1-cpu_generic_h90be84d_13.conda
+  sha256: 4cc77fe8c22c2f256014102b3c259dcd8b965273da1b7f2fdb58879bfc9375d3
+  md5: c1ee7070d1f02c7b08472148282931f0
   depends:
   - __glibc >=2.17,<3.0.a0
   - _openmp_mutex >=4.5
@@ -14657,18 +12557,19 @@ packages:
   - libprotobuf >=5.28.3,<5.28.4.0a0
   - libstdcxx >=13
   - libuv >=1.50.0,<2.0a0
+  - libzlib >=1.3.1,<2.0a0
   - sleef >=3.8,<4.0a0
   constrains:
-  - pytorch-cpu ==2.5.1
   - openblas * openmp_*
-  - pytorch 2.5.1 cpu_generic_*_11
+  - pytorch-cpu ==2.5.1
+  - pytorch 2.5.1 cpu_generic_*_13
   - pytorch-gpu ==99999999
   arch: x86_64
   platform: linux
   license: BSD-3-Clause
   license_family: BSD
-  size: 53636472
-  timestamp: 1738208920572
+  size: 53645760
+  timestamp: 1739239150329
 - conda: https://conda.anaconda.org/conda-forge/osx-64/libtorch-2.5.1-cpu_mkl_h7edb32c_108.conda
   sha256: 42765e96300d9b8e3dc514baae61b4cfa6789ce4919682f00d3dd66d629f7321
   md5: 72b6952eef5500f81fcc0e3f15f37c6a
@@ -14695,9 +12596,9 @@ packages:
   license_family: BSD
   size: 46097137
   timestamp: 1736097355921
-- conda: https://conda.anaconda.org/conda-forge/osx-arm64/libtorch-2.5.1-cpu_generic_h5d0aec3_11.conda
-  sha256: 82a9e5f03de918be6207ed53c3e94f7e6aca28e457332cd040e6649afb38a9fa
-  md5: cd4e04076ddaf7f99147ed61c2eb1403
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/libtorch-2.5.1-cpu_generic_h5d0aec3_13.conda
+  sha256: 4e9f1a1fc0604d1915ffb09435722d583bda539b42dc602342280b85fb2e4109
+  md5: e5b785218ca08942570985f95a165d48
   depends:
   - __osx >=11.0
   - libabseil * cxx17*
@@ -14708,22 +12609,23 @@ packages:
   - liblapack >=3.9.0,<4.0a0
   - libprotobuf >=5.28.3,<5.28.4.0a0
   - libuv >=1.50.0,<2.0a0
+  - libzlib >=1.3.1,<2.0a0
   - llvm-openmp >=18.1.8
   - numpy >=1.19,<3
   - python >=3.10,<3.11.0a0 *_cpython
   - python_abi 3.10.* *_cp310
   - sleef >=3.8,<4.0a0
   constrains:
+  - pytorch-gpu ==99999999
   - pytorch-cpu ==2.5.1
+  - pytorch 2.5.1 cpu_generic_*_13
   - openblas * openmp_*
-  - pytorch-gpu ==99999999
-  - pytorch 2.5.1 cpu_generic_*_11
   arch: arm64
   platform: osx
   license: BSD-3-Clause
   license_family: BSD
-  size: 28327888
-  timestamp: 1738216897832
+  size: 28337248
+  timestamp: 1739245318167
 - conda: https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.38.1-h0b41bf4_0.conda
   sha256: 787eb542f055a2b3de553614b25f09eefb0a0931b0c87dbcce6efdfd92f04f18
   md5: 40b61aab5c7ba9ff276c41cfffe6b80b
@@ -14906,9 +12808,9 @@ packages:
   license: LGPL-2.1-or-later
   size: 100393
   timestamp: 1702724383534
-- conda: https://conda.anaconda.org/conda-forge/linux-64/libxgboost-2.1.3-cpu_h97e353d_3.conda
-  sha256: f5e719896d52cd9f4ef484fcccd6b496cfbce7f907c68c174d2e4f26a241c0ea
-  md5: d2f5d32f79b1ab302c9504d230556f75
+- conda: https://conda.anaconda.org/conda-forge/linux-64/libxgboost-2.1.4-cpu_h97e353d_0.conda
+  sha256: 40099e7e4f83e2b02eb55e13b7777a72dd73125ac6a1005ddbdbfa6b7b8017fd
+  md5: 5d71f6dd538e75cdda5fd28d3a09bc37
   depends:
   - __glibc >=2.17,<3.0.a0
   - _openmp_mutex >=4.5
@@ -14918,11 +12820,11 @@ packages:
   platform: linux
   license: Apache-2.0
   license_family: APACHE
-  size: 3199961
-  timestamp: 1738396017945
-- conda: https://conda.anaconda.org/conda-forge/osx-64/libxgboost-2.1.3-cpu_h250267a_3.conda
-  sha256: 1a4901e70ad671c75fecbf2b6365a6a5e623c4fdc186d7886a4980698666d5bf
-  md5: 15be38c0f45225345e66a9b2c872a6be
+  size: 3198163
+  timestamp: 1738881204661
+- conda: https://conda.anaconda.org/conda-forge/osx-64/libxgboost-2.1.4-cpu_h250267a_0.conda
+  sha256: 0d98b72e61ea8dd5c5a3aaa7420381ef9c071353ae00b2b958424898fb73c2b3
+  md5: f02b51407e24a3c3efc753ec71fadb01
   depends:
   - __osx >=10.13
   - libcxx >=18
@@ -14931,11 +12833,11 @@ packages:
   platform: osx
   license: Apache-2.0
   license_family: APACHE
-  size: 1492220
-  timestamp: 1738395836134
-- conda: https://conda.anaconda.org/conda-forge/osx-arm64/libxgboost-2.1.3-cpu_hf17a1b1_3.conda
-  sha256: 1e55e8d63359cf2298f350e12883b5c0f4a06faa2f0f5a414395845725a0c08d
-  md5: 76667239c285aee17634b47984f8a4a4
+  size: 1491292
+  timestamp: 1738881272726
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/libxgboost-2.1.4-cpu_hf17a1b1_0.conda
+  sha256: 7918871618bf8240bee413325b1875ba879b46a7441315bb52b2866de6f5aef2
+  md5: 0310f749c1f0efa1de851f06fe8938e7
   depends:
   - __osx >=11.0
   - libcxx >=18
@@ -14944,11 +12846,11 @@ packages:
   platform: osx
   license: Apache-2.0
   license_family: APACHE
-  size: 1369146
-  timestamp: 1738395801385
-- conda: https://conda.anaconda.org/conda-forge/win-64/libxgboost-2.1.3-cpu_h0649c51_3.conda
-  sha256: 91be42e14a486629b7d396203ff414bf5d468a8e3fc08afa33c78b3c90c14963
-  md5: 45f4d7d10ab7c9ecd22b7a3c00fb7786
+  size: 1367438
+  timestamp: 1738881367910
+- conda: https://conda.anaconda.org/conda-forge/win-64/libxgboost-2.1.4-cpu_h0649c51_0.conda
+  sha256: 9713a46d7c7f3a0533eaa1ae49f895bcef4b1a1373bbe23e5be8b32013bfec7c
+  md5: 063532a9e5130f737fc9a8198248be68
   depends:
   - _openmp_mutex >=4.5
   - libgomp
@@ -14959,24 +12861,42 @@ packages:
   platform: win
   license: Apache-2.0
   license_family: APACHE
-  size: 1441344
-  timestamp: 1738396354761
-- conda: https://conda.anaconda.org/conda-forge/linux-64/libxkbcommon-1.7.0-h2c5496b_1.conda
-  sha256: 6804c2a7062d10de6f159f7106dc45ebccc8d42bfb925f7919e26e567fa6da6b
-  md5: e2eaefa4de2b7237af7c907b8bbc760a
+  size: 1441076
+  timestamp: 1738881619432
+- conda: https://conda.anaconda.org/conda-forge/linux-64/libxkbcommon-1.8.0-hc4a0caf_0.conda
+  sha256: 583203155abcfb03938d8473afbf129156b5b30301a0f796c8ecca8c5b7b2ed2
+  md5: f1656760dbf05f47f962bfdc59fc3416
   depends:
-  - libgcc-ng >=12
-  - libstdcxx-ng >=12
-  - libxcb >=1.16,<2.0.0a0
-  - libxml2 >=2.12.7,<3.0a0
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=13
+  - libstdcxx >=13
+  - libxcb >=1.17.0,<2.0a0
+  - libxml2 >=2.13.5,<3.0a0
   - xkeyboard-config
-  - xorg-libxau >=1.0.11,<2.0a0
+  - xorg-libxau >=1.0.12,<2.0a0
   arch: x86_64
   platform: linux
   license: MIT/X11 Derivative
   license_family: MIT
-  size: 593336
-  timestamp: 1718819935698
+  size: 642349
+  timestamp: 1738735301999
+- conda: https://conda.anaconda.org/conda-forge/linux-64/libxml2-2.13.5-h0d44e9d_1.conda
+  sha256: 306e18aa647d8208ad2cd0e62d84933222b2fbe93d2d53cd5283d2256b1d54de
+  md5: f5b05674697ae7d2c5932766695945e1
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=13
+  - libiconv >=1.17,<2.0a0
+  - liblzma >=5.6.3,<6.0a0
+  - libzlib >=1.3.1,<2.0a0
+  constrains:
+  - icu <0.0a0
+  arch: x86_64
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+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/zlib-ng-2.2.4-h13dfb9a_0.conda
+  sha256: 00d2321c74825e3c33cf95ed9d3322013fb253222d204d388f0c7d69cb69cb3f
+  md5: 73ac419d43520743df271e1e7d5eb012
   depends:
   - __osx >=11.0
   - libcxx >=18
@@ -26312,11 +23533,11 @@ packages:
   platform: osx
   license: Zlib
   license_family: Other
-  size: 86598
-  timestamp: 1735739676826
-- conda: https://conda.anaconda.org/conda-forge/win-64/zlib-ng-2.2.3-hbb528cf_0.conda
-  sha256: aab23d02faf65767c84f7d64885914d034b873a8c7e8905eb422221478f075c6
-  md5: 0213e1b3915a4ee94961761a16263845
+  size: 87396
+  timestamp: 1739246493584
+- conda: https://conda.anaconda.org/conda-forge/win-64/zlib-ng-2.2.4-hbb528cf_0.conda
+  sha256: e693a9273cf672a9adcd93bfd3cf76f2fbcda0797d5907c22378b67ed2e5a252
+  md5: b3f79c3f0a636672943b2fbcb9c52252
   depends:
   - ucrt >=10.0.20348.0
   - vc >=14.2,<15
@@ -26325,8 +23546,8 @@ packages:
   platform: win
   license: Zlib
   license_family: Other
-  size: 109873
-  timestamp: 1735739925126
+  size: 109882
+  timestamp: 1739246538085
 - conda: https://conda.anaconda.org/conda-forge/linux-64/zstandard-0.23.0-py312hef9b889_1.conda
   sha256: b97015e146437283f2213ff0e95abdc8e2480150634d81fbae6b96ee09f5e50b
   md5: 8b7069e9792ee4e5b4919a7a306d2e67
diff --git a/pixi.toml b/pixi.toml
index 03388f1..3f222fb 100644
--- a/pixi.toml
+++ b/pixi.toml
@@ -5,44 +5,43 @@ platforms = ["linux-64", "osx-arm64", "osx-64", "win-64"]
 
 [tasks]
 postinstall = "pip install --no-build-isolation --no-deps --disable-pip-version-check -e ."
-coverage = "pytest tests --cov=metalearners --cov-report=xml --cov-report term-missing --color=yes"
-# Note that this task will fail on systems without bash.
-nb-convert = "nb-convert.sh"
-nb-mypy = "mypy docs/examples/*.py"
 
 [dependencies]
-pre-commit = "*"
-git_root = "*"
-pip = "*"
 python = ">=3.10"
-setuptools-scm = "*"
-setuptools = ">=61"
-ipykernel = "*"
-ipywidgets = "*"
-lime = "*"
-optuna = "*"
-nbconvert = "*"
-mypy = "*"
-pytest = ">=6"
-pytest-cov = "*"
-pytest-xdist = "*"
+shap = "*"
+matplotlib-base = "*"
+joblib = ">=1.2.0"
 # Remove the upper bound once this xgboost problem
 # has been fixed: https://github.com/dmlc/xgboost/issues/11093
 scikit-learn = ">=1.4,<1.6"
 numpy = "*"
 pandas = "*"
+
+[host-dependencies]
+pip = "*"
+setuptools-scm = "*"
+setuptools = ">=61"
+
+[feature.dev.dependencies]
+git_root = "*"
+mypy = "*"
 typing-extensions = "*"
+ipykernel = "*"
+ipywidgets = "*"
 lightgbm = "*"
 xgboost = "*"
-glum = "*"
-shap = "*"
-matplotlib-base = "*"
-joblib = ">=1.2.0"
 lifelines = "*"
 onnx = "*"
 onnxmltools = "*"
 onnxruntime = "*"
 spox = "*"
+optuna = "*"
+pytest = ">=6"
+pytest-cov = "*"
+pytest-xdist = "*"
+glum = "*"
+[feature.dev.tasks]
+coverage = "pytest tests --cov=metalearners --cov-report=xml --cov-report term-missing --color=yes"
 
 [feature.lint.dependencies]
 pre-commit = "*"
@@ -70,9 +69,13 @@ sphinx-autodoc-typehints = "*"
 myst-nb = "*"
 econml = ">=0.15"
 doubleml = "*"
+lime = "*"
 statsmodels = "*"
-
+nbconvert = "*"
 [feature.docs.tasks]
+# Note that this task will fail on systems without bash.
+nb-convert = "nb-convert.sh"
+nb-mypy = "mypy docs/examples/*.py"
 docs = "cd docs && make html "
 readthedocs = "rm -rf $READTHEDOCS_OUTPUT/html && cp -r docs/_build/html $READTHEDOCS_OUTPUT/html"
 
@@ -85,6 +88,7 @@ build = "python -m build"
 [feature.benchmark]
 platforms = ["linux-64", "osx-arm64", "osx-64"]
 [feature.benchmark.dependencies]
+pip = "*"
 git_root = "*"
 python = "3.10.*"
 scikit-learn = ">=1.3"
@@ -93,7 +97,6 @@ pandas = "*"
 lightgbm = "*"
 econml = ">=0.15"
 causalml = "*"
-pip = "*"
 tabulate = "*"
 
 [feature.benchmark.tasks]
@@ -108,13 +111,14 @@ python = "3.11.*"
 python = "3.12.*"
 
 [environments]
-py310 = ["py310"]
-py311 = ["py311"]
-py312 = ["py312"]
+default = ["dev"]
+py310 = ["py310", "dev"]
+py311 = ["py311", "dev"]
+py312 = ["py312", "dev"]
 
 lint = { features = ["lint"], no-default-feature = true }
 
-docs = ["docs"]
+docs = ["docs", "dev"]
 
 build = ["build"]