diff --git a/pixi.lock b/pixi.lock
index 467e15b..a89876a 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -3,1286 +3,1370 @@ environments:
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   license: Apache-2.0
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-  - liblapack 3.9.0 26_win64_mkl
-  - blas * mkl
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+  - liblapacke 3.11.0   5*_mkl
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   license_family: BSD
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 - conda: https://conda.anaconda.org/conda-forge/linux-64/libcrc32c-1.1.2-h9c3ff4c_0.tar.bz2
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+  - openssl >=3.5.4,<4.0a0
   - re2
   constrains:
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+  - grpc-cpp =1.73.1
   license: Apache-2.0
   license_family: APACHE
-  size: 7430006
-  timestamp: 1735585769731
-- conda: https://conda.anaconda.org/conda-forge/osx-arm64/libgrpc-1.67.1-h0a426d6_1.conda
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+  - c-ares >=1.34.5,<2.0a0
   - libabseil * cxx17*
-  - libabseil >=20240722.0,<20240723.0a0
-  - libcxx >=18
-  - libprotobuf >=5.28.3,<5.28.4.0a0
-  - libre2-11 >=2024.7.2
+  - libabseil >=20250512.1,<20250513.0a0
+  - libcxx >=19
+  - libprotobuf >=6.31.1,<6.31.2.0a0
+  - libre2-11 >=2025.8.12
   - libzlib >=1.3.1,<2.0a0
-  - openssl >=3.4.0,<4.0a0
+  - openssl >=3.5.4,<4.0a0
   - re2
   constrains:
-  - grpc-cpp =1.67.1
+  - grpc-cpp =1.73.1
   license: Apache-2.0
   license_family: APACHE
-  size: 5311706
-  timestamp: 1735585137716
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-  - libprotobuf >=5.28.3,<5.28.4.0a0
-  - libre2-11 >=2024.7.2
+  - libabseil >=20250512.1,<20250513.0a0
+  - libprotobuf >=6.31.1,<6.31.2.0a0
+  - libre2-11 >=2025.8.12
   - libzlib >=1.3.1,<2.0a0
-  - openssl >=3.4.0,<4.0a0
+  - openssl >=3.5.4,<4.0a0
   - re2
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-  - vc >=14.2,<15
-  - vc14_runtime >=14.29.30139
+  - vc >=14.3,<15
+  - vc14_runtime >=14.44.35208
   constrains:
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+  - grpc-cpp =1.73.1
   license: Apache-2.0
   license_family: APACHE
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-  timestamp: 1735632501670
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-  - libxml2 >=2.13.4,<3.0a0
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   - ucrt >=10.0.20348.0
-  - vc >=14.2,<15
-  - vc14_runtime >=14.29.30139
+  - vc >=14.3,<15
+  - vc14_runtime >=14.44.35208
   license: BSD-3-Clause
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+  - libgcc >=14
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-- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/libiconv-1.17-h31becfc_2.conda
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+  - libgcc >=14
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   license: LGPL-2.1-only
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-- conda: https://conda.anaconda.org/conda-forge/win-64/libiconv-1.17-hcfcfb64_2.conda
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+  md5: 64571d1dd6cdcfa25d0664a5950fdaa2
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-  - vc >=14.2,<15
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+  - vc >=14.3,<15
+  - vc14_runtime >=14.44.35208
   license: LGPL-2.1-only
-  size: 636146
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-- conda: https://conda.anaconda.org/conda-forge/osx-arm64/libintl-0.22.5-h8414b35_3.conda
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-  md5: 3b98ec32e91b3b59ad53dbb9c96dd334
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+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/libintl-0.25.1-h493aca8_0.conda
+  sha256: 99d2cebcd8f84961b86784451b010f5f0a795ed1c08f1e7c76fbb3c22abf021a
+  md5: 5103f6a6b210a3912faf8d7db516918c
   depends:
   - __osx >=11.0
-  - libiconv >=1.17,<2.0a0
+  - libiconv >=1.18,<2.0a0
   license: LGPL-2.1-or-later
-  size: 81171
-  timestamp: 1723626968270
+  size: 90957
+  timestamp: 1751558394144
 - conda: https://conda.anaconda.org/conda-forge/win-64/libintl-0.22.5-h5728263_3.conda
   sha256: c7e4600f28bcada8ea81456a6530c2329312519efcf0c886030ada38976b0511
   md5: 2cf0cf76cc15d360dfa2f17fd6cf9772
@@ -6424,646 +7171,671 @@ packages:
   license: LGPL-2.1-or-later
   size: 95568
   timestamp: 1723629479451
-- conda: https://conda.anaconda.org/conda-forge/linux-64/libjpeg-turbo-3.0.0-hd590300_1.conda
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-  md5: ea25936bb4080d843790b586850f82b8
+- conda: https://conda.anaconda.org/conda-forge/linux-64/libjpeg-turbo-3.1.2-hb03c661_0.conda
+  sha256: cc9aba923eea0af8e30e0f94f2ad7156e2984d80d1e8e7fe6be5a1f257f0eb32
+  md5: 8397539e3a0bbd1695584fb4f927485a
   depends:
-  - libgcc-ng >=12
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=14
   constrains:
   - jpeg <0.0.0a
   license: IJG AND BSD-3-Clause AND Zlib
-  size: 618575
-  timestamp: 1694474974816
-- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/libjpeg-turbo-3.0.0-h31becfc_1.conda
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-  md5: ed24e702928be089d9ba3f05618515c6
+  size: 633710
+  timestamp: 1762094827865
+- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/libjpeg-turbo-3.1.2-he30d5cf_0.conda
+  sha256: 84064c7c53a64291a585d7215fe95ec42df74203a5bf7615d33d49a3b0f08bb6
+  md5: 5109d7f837a3dfdf5c60f60e311b041f
   depends:
-  - libgcc-ng >=12
+  - libgcc >=14
   constrains:
   - jpeg <0.0.0a
   license: IJG AND BSD-3-Clause AND Zlib
-  size: 647126
-  timestamp: 1694475003570
-- conda: https://conda.anaconda.org/conda-forge/osx-arm64/libjpeg-turbo-3.0.0-hb547adb_1.conda
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-  md5: 3ff1e053dc3a2b8e36b9bfa4256a58d1
+  size: 691818
+  timestamp: 1762094728337
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/libjpeg-turbo-3.1.2-hc919400_0.conda
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+  md5: f0695fbecf1006f27f4395d64bd0c4b8
+  depends:
+  - __osx >=11.0
   constrains:
   - jpeg <0.0.0a
   license: IJG AND BSD-3-Clause AND Zlib
-  size: 547541
-  timestamp: 1694475104253
-- conda: https://conda.anaconda.org/conda-forge/win-64/libjpeg-turbo-3.0.0-hcfcfb64_1.conda
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-  md5: 3f1b948619c45b1ca714d60c7389092c
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+- conda: https://conda.anaconda.org/conda-forge/win-64/libjpeg-turbo-3.1.2-hfd05255_0.conda
+  sha256: 795e2d4feb2f7fc4a2c6e921871575feb32b8082b5760726791f080d1e2c2597
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   - ucrt >=10.0.20348.0
-  - vc >=14.2,<15
-  - vc14_runtime >=14.29.30139
+  - vc >=14.3,<15
+  - vc14_runtime >=14.44.35208
   constrains:
   - jpeg <0.0.0a
   license: IJG AND BSD-3-Clause AND Zlib
-  size: 822966
-  timestamp: 1694475223854
-- conda: https://conda.anaconda.org/conda-forge/linux-64/liblapack-3.9.0-26_linux64_openblas.conda
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-  md5: 3792604c43695d6a273bc5faaac47d48
+  size: 841783
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+- conda: https://conda.anaconda.org/conda-forge/linux-64/liblapack-3.11.0-5_h47877c9_openblas.conda
+  build_number: 5
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+  md5: b38076eb5c8e40d0106beda6f95d7609
   depends:
-  - libblas 3.9.0 26_linux64_openblas
+  - libblas 3.11.0 5_h4a7cf45_openblas
   constrains:
-  - libcblas 3.9.0 26_linux64_openblas
-  - liblapacke 3.9.0 26_linux64_openblas
-  - blas * openblas
+  - blas 2.305   openblas
+  - liblapacke 3.11.0   5*_openblas
+  - libcblas   3.11.0   5*_openblas
   license: BSD-3-Clause
   license_family: BSD
-  size: 16338
-  timestamp: 1734432576650
-- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/liblapack-3.9.0-26_linuxaarch64_openblas.conda
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-  md5: a5d4e18876393633da62fd8492c00156
+  size: 18200
+  timestamp: 1765818857876
+- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/liblapack-3.11.0-5_h88aeb00_openblas.conda
+  build_number: 5
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+  md5: 88d1e4133d1182522b403e9ba7435f04
   depends:
-  - libblas 3.9.0 26_linuxaarch64_openblas
+  - libblas 3.11.0 5_haddc8a3_openblas
   constrains:
-  - blas * openblas
-  - liblapacke 3.9.0 26_linuxaarch64_openblas
-  - libcblas 3.9.0 26_linuxaarch64_openblas
+  - liblapacke 3.11.0   5*_openblas
+  - blas 2.305   openblas
+  - libcblas   3.11.0   5*_openblas
   license: BSD-3-Clause
   license_family: BSD
-  size: 16403
-  timestamp: 1734432585123
-- conda: https://conda.anaconda.org/conda-forge/osx-arm64/liblapack-3.9.0-26_osxarm64_openblas.conda
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-  md5: cebad79038a75cfd28fa90d147a2d34d
+  size: 18392
+  timestamp: 1765818627104
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/liblapack-3.11.0-5_hd9741b5_openblas.conda
+  build_number: 5
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+  md5: ca9d752201b7fa1225bca036ee300f2b
   depends:
-  - libblas 3.9.0 26_osxarm64_openblas
+  - libblas 3.11.0 5_h51639a9_openblas
   constrains:
-  - liblapacke 3.9.0 26_osxarm64_openblas
-  - libcblas 3.9.0 26_osxarm64_openblas
-  - blas * openblas
+  - libcblas   3.11.0   5*_openblas
+  - blas 2.305   openblas
+  - liblapacke 3.11.0   5*_openblas
   license: BSD-3-Clause
   license_family: BSD
-  size: 16624
-  timestamp: 1734433068120
-- conda: https://conda.anaconda.org/conda-forge/win-64/liblapack-3.9.0-26_win64_mkl.conda
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-  md5: 0a717f5fda7279b77bcce671b324408a
+  size: 18551
+  timestamp: 1765819121855
+- conda: https://conda.anaconda.org/conda-forge/win-64/liblapack-3.11.0-5_hf9ab0e9_mkl.conda
+  build_number: 5
+  sha256: a2d33f5cc2b8a9042f2af6981c6733ab1a661463823eaa56595a9c58c0ab77e1
+  md5: e62c42a4196dee97d20400612afcb2b1
   depends:
-  - libblas 3.9.0 26_win64_mkl
+  - libblas 3.11.0 5_hf2e6a31_mkl
   constrains:
-  - liblapacke 3.9.0 26_win64_mkl
-  - blas * mkl
-  - libcblas 3.9.0 26_win64_mkl
+  - libcblas   3.11.0   5*_mkl
+  - blas 2.305   mkl
+  - liblapacke 3.11.0   5*_mkl
   license: BSD-3-Clause
   license_family: BSD
-  size: 3732160
-  timestamp: 1734432822278
-- conda: https://conda.anaconda.org/conda-forge/linux-64/liblightgbm-4.5.0-cpu_h155599f_3.conda
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-  md5: 6f9545bea6ab5bbab64a2103283dcadf
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+  timestamp: 1765819148014
+- conda: https://conda.anaconda.org/conda-forge/linux-64/liblightgbm-4.6.0-cpu_hc154d20_7.conda
+  sha256: fc48578e3fb76af3b7493f504dd0a0055e91f630e4661f711f47a2bf887648d1
+  md5: 5dad60fb0d8974dbcfb03e2adc1dcbb6
   depends:
   - __glibc >=2.17,<3.0.a0
+  - libstdcxx >=14
+  - libgcc >=14
   - _openmp_mutex >=4.5
-  - libboost >=1.84.0,<1.85.0a0
-  - libgcc >=13
-  - libstdcxx >=13
-  - ocl-icd >=2.3.2,<3.0a0
+  - libboost >=1.88.0,<1.89.0a0
+  - ocl-icd >=2.3.3,<3.0a0
   constrains:
-  - lightgbm 4.5.0 cpu_*_3
+  - lightgbm ==4.6.0 cpu_*_7
   license: MIT
   license_family: MIT
-  size: 2985744
-  timestamp: 1728547985636
-- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/liblightgbm-4.5.0-cpu_he537849_3.conda
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+- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/liblightgbm-4.6.0-cpu_h1e58dfc_7.conda
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   depends:
+  - libstdcxx >=14
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   - _openmp_mutex >=4.5
-  - libboost >=1.84.0,<1.85.0a0
-  - libgcc >=13
-  - libstdcxx >=13
-  - ocl-icd >=2.3.2,<3.0a0
+  - libboost >=1.88.0,<1.89.0a0
+  - ocl-icd >=2.3.3,<3.0a0
   constrains:
-  - lightgbm 4.5.0 cpu_*_3
+  - lightgbm ==4.6.0 cpu_*_7
   license: MIT
   license_family: MIT
-  size: 2808059
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-  - python >=3.9
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