Update pixi lockfile

[quant-ranger]

Dependency1	Before	After	Change	Environments
pip	23.3.2	24.0	Major Upgrade	{lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py310, py311, py312, py38, py39, skl11, skl12, skl13} on all platforms
pip	23.3.1	24.0	Major Upgrade	default on all platforms
pytest	7.4.4	8.2.2	Major Upgrade	default on {linux-64, linux-aarch64, osx-64, win-64}
hatchling	1.21.1	1.24.2	Minor Upgrade	{lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py310, py311, py312, py38, py39, skl11, skl12, skl13} on all platforms
hatchling	1.18.0	1.24.2	Minor Upgrade	default on all platforms
pre-commit	3.6.0	3.7.1	Minor Upgrade	lint on all platforms
pytest	8.0.0	8.2.2	Minor Upgrade	{lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py310, py311, py312, py38, py39, skl11, skl12, skl13} on all platforms default on osx-arm64
scikit-learn	1.3.2	1.5.0	Minor Upgrade	{py310, py311, py312, py39} on all platforms
scikit-learn	1.4.2	1.5.0	Minor Upgrade	default on all platforms
typos	1.21.0	1.22.7	Minor Upgrade	lint on all platforms
numpy	1.26.3	1.26.4	Patch Upgrade	{py310, py311, py312, py39} on all platforms
pandas	2.2.0	2.2.2	Patch Upgrade	{py310, py311, py312, py39} on all platforms
pytest	8.2.0	8.2.2	Patch Upgrade	skl14 on all platforms
pytest	8.2.1	8.2.2	Patch Upgrade	skl15 on all platforms
python	3.9.18	3.9.19	Patch Upgrade	py39 on all platforms
python	3.8.18	3.8.19	Patch Upgrade	{lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py38, skl11, skl12, skl13} on all platforms
python	3.12.1	3.12.3	Patch Upgrade	py312 on all platforms
python	3.11.7	3.11.9	Patch Upgrade	py311 on all platforms
python	3.10.13	3.10.14	Patch Upgrade	py310 on all platforms
ruff	0.4.4	0.4.9	Patch Upgrade	lint on all platforms
pandas-stubs	2.2.2.240514	2.2.2.240603	Other	{default, py310, py311, py312, py39, skl14, skl15} on all platforms
pandas	py39hddac248_0	py39hfc16268_1	Only build string	skl14 on linux-64
pandas	py39haf03413_0	py39hbb604f3_1	Only build string	skl14 on osx-64
pandas	py39h47e51b9_0	py39h998126f_1	Only build string	skl14 on osx-arm64
pandas	py39h26ccf5d_0	py39h60c7704_1	Only build string	skl14 on linux-aarch64
pandas	py39h32e6231_0	py39h2366fc2_1	Only build string	skl14 on win-64
scikit-learn	py39hf36d3f6_0	py39hf6a2366_1	Only build string	skl14 on osx-64
scikit-learn	py39hf6a2366_0	py39hf6a2366_1	Only build string	skl15 on osx-64
scikit-learn	py39h7c199eb_0	py39hdd013cc_1	Only build string	skl14 on win-64
scikit-learn	py39hdd013cc_0	py39hdd013cc_1	Only build string	skl15 on win-64
scikit-learn	py39h41da021_0	py39h41da021_1	Only build string	skl15 on linux-aarch64
scikit-learn	py39hfcb1883_0	py39h41da021_1	Only build string	skl14 on linux-aarch64
scikit-learn	py39h40c85ba_0	py39h40c85ba_1	Only build string	skl15 on linux-64
scikit-learn	py39ha22ef79_0	py39h40c85ba_1	Only build string	skl14 on linux-64
scikit-learn	py39h3c33c8b_0	py39h3c33c8b_1	Only build string	skl15 on osx-arm64
scikit-learn	py39h6dd658b_0	py39h3c33c8b_1	Only build string	skl14 on osx-arm64
ca-certificates	2023.11.17	2024.6.2	Major Upgrade	{lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py310, py311, py312, py38, py39, skl11, skl12, skl13} on all platforms
ca-certificates	2023.7.22	2024.6.2	Major Upgrade	default on all platforms
certifi	2023.11.17	2024.6.2	Major Upgrade	{lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py38, skl11, skl12, skl13} on all platforms
importlib-metadata	6.8.0	7.1.0	Major Upgrade	default on all platforms
intel-openmp	2023.2.0	2024.1.0	Major Upgrade	default on win-64
libcxx	16.0.6	17.0.6	Major Upgrade	{default, lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, lint, py310, py311, py312, py38, py39, skl11, skl12, skl13, skl14} on {osx-64, osx-arm64}
llvm-openmp	17.0.6	18.1.7	Major Upgrade	{lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py310, py311, py312, py38, py39, skl11, skl12, skl13} on {osx-64, osx-arm64}
mkl	2023.2.0	2024.1.0	Major Upgrade	default on win-64
packaging	23.2	24.1	Major Upgrade	{default, lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py310, py311, py312, py38, py39, skl11, skl12, skl13} on all platforms
python-tzdata	2023.4	2024.1	Major Upgrade	{default, lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py310, py311, py312, py38, py39, skl11, skl12, skl13} on all platforms
pytz	2023.4	2024.1	Major Upgrade	{default, lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py310, py311, py312, py38, py39, skl11, skl12, skl13} on all platforms
setuptools	69.0.3	70.0.0	Major Upgrade	{lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, lint, py310, py311, py312, py38, py39, skl11, skl12, skl13} on all platforms
setuptools	68.2.2	70.0.0	Major Upgrade	default on all platforms
setuptools	69.5.1	70.0.0	Major Upgrade	skl14 on all platforms
trove-classifiers	2023.10.18	2024.5.22	Major Upgrade	default on all platforms
tzdata	2023d	2024a	Major Upgrade	{lint, py310, py311, py312, py39} on all platforms
ca-certificates	2024.2.2	2024.6.2	Minor Upgrade	{lint, skl14, skl15} on all platforms
editables	0.3	0.5	Minor Upgrade	default on all platforms
filelock	3.13.1	3.15.1	Minor Upgrade	lint on all platforms
idna	3.6	3.7	Minor Upgrade	{lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py38, skl11, skl12, skl13} on all platforms
importlib-metadata	7.0.1	7.1.0	Minor Upgrade	{lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py310, py311, py312, py38, py39, skl11, skl12, skl13} on all platforms
intel-openmp	2024.0.0	2024.1.0	Minor Upgrade	{lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py310, py311, py312, py38, py39, skl11, skl12, skl13} on win-64
joblib	1.3.2	1.4.2	Minor Upgrade	{default, lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py310, py311, py312, py38, py39, skl11, skl12, skl13} on all platforms
libexpat	2.5.0	2.6.2	Minor Upgrade	{lint, py311, py312} on all platforms
libhwloc	2.9.3	2.10.0	Minor Upgrade	{default, lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py310, py311, py312, py38, py39, skl11, skl12, skl13} on win-64
libsqlite	3.44.2	3.46.0	Minor Upgrade	{lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, lint, py310, py311, py312, py38, py39, skl11, skl12, skl13} on all platforms
libsqlite	3.45.3	3.46.0	Minor Upgrade	{default, skl14, skl15} on all platforms
libxml2	2.11.5	2.12.7	Minor Upgrade	default on win-64
libzlib	1.2.13	1.3.1	Minor Upgrade	all
mkl	2024.0.0	2024.1.0	Minor Upgrade	{lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py310, py311, py312, py38, py39, skl11, skl12, skl13} on win-64
ncurses	6.4	6.5	Minor Upgrade	{lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, lint, py310, py311, py312, py38, py39, skl11, skl12, skl13} on {linux-64, linux-aarch64, osx-64, osx-arm64}
ncurses	6.4.20240210	6.5	Minor Upgrade	skl14 on {linux-64, linux-aarch64, osx-64, osx-arm64}
nodeenv	1.8.0	1.9.1	Minor Upgrade	lint on all platforms
openssl	3.2.1	3.3.1	Minor Upgrade	{default, lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, lint, py310, py311, py312, py38, py39, skl11, skl12, skl13} on all platforms
packaging	24.0	24.1	Minor Upgrade	{skl14, skl15} on all platforms
pathspec	0.11.2	0.12.1	Minor Upgrade	default on all platforms
pluggy	1.4.0	1.5.0	Minor Upgrade	{lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py310, py311, py312, py38, py39, skl11, skl12, skl13} on all platforms default on osx-arm64
pluggy	1.3.0	1.5.0	Minor Upgrade	default on {linux-64, linux-aarch64, osx-64, win-64}
pycparser	2.21	2.22	Minor Upgrade	lint on all platforms
python-dateutil	2.8.2	2.9.0	Minor Upgrade	{default, lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py310, py311, py312, py38, py39, skl11, skl12, skl13} on all platforms
requests	2.31.0	2.32.3	Minor Upgrade	{lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py38, skl11, skl12, skl13} on all platforms
scipy	1.12.0	1.13.1	Minor Upgrade	{py310, py311, py312, py39} on all platforms
tbb	2021.11.0	2021.12.0	Minor Upgrade	{lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py310, py311, py312, py38, py39, skl11, skl12, skl13} on win-64
tbb	2021.10.0	2021.12.0	Minor Upgrade	default on win-64
threadpoolctl	3.2.0	3.5.0	Minor Upgrade	{default, lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py310, py311, py312, py38, py39, skl11, skl12, skl13} on all platforms
trove-classifiers	2024.1.8	2024.5.22	Minor Upgrade	{lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py310, py311, py312, py38, py39, skl11, skl12, skl13} on all platforms
trove-classifiers	2024.4.10	2024.5.22	Minor Upgrade	skl14 on all platforms
typing_extensions	4.11.0	4.12.2	Minor Upgrade	{default, lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py310, py311, py312, py38, py39, skl11, skl12, skl13, skl14, skl15} on all platforms
vc14_runtime	14.38.33130	14.40.33810	Minor Upgrade	{lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, lint, py310, py311, py312, py38, py39, skl11, skl12, skl13, skl14} on win-64
vc14_runtime	14.36.32532	14.40.33810	Minor Upgrade	default on win-64
vc14_runtime	14.38.33135	14.40.33810	Minor Upgrade	skl15 on win-64
virtualenv	20.25.0	20.26.2	Minor Upgrade	lint on all platforms
vs2015_runtime	14.38.33130	14.40.33810	Minor Upgrade	{lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, lint, py310, py311, py312, py38, py39, skl11, skl12, skl13, skl14} on win-64
vs2015_runtime	14.36.32532	14.40.33810	Minor Upgrade	default on win-64
vs2015_runtime	14.38.33135	14.40.33810	Minor Upgrade	skl15 on win-64
wheel	0.42.0	0.43.0	Minor Upgrade	{lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py310, py311, py312, py38, py39, skl11, skl12, skl13} on all platforms
wheel	0.41.2	0.43.0	Minor Upgrade	default on all platforms
zipp	3.17.0	3.19.2	Minor Upgrade	{default, lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py310, py311, py312, py38, py39, skl11, skl12, skl13, skl14, skl15} on all platforms
identify	2.5.33	2.5.36	Patch Upgrade	lint on all platforms
libopenblas	0.3.26	0.3.27	Patch Upgrade	{py310, py311, py312, py39} on {linux-64, linux-aarch64, osx-64, osx-arm64}
libopenblas	0.3.24	0.3.27	Patch Upgrade	default on {linux-64, linux-aarch64, osx-64, osx-arm64}
libxml2	2.12.4	2.12.7	Patch Upgrade	{lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py310, py311, py312, py38, py39, skl11, skl12, skl13} on win-64
libxml2	2.12.6	2.12.7	Patch Upgrade	skl14 on win-64
llvm-openmp	18.1.5	18.1.7	Patch Upgrade	{default, skl14, skl15} on {osx-64, osx-arm64}
openssl	3.3.0	3.3.1	Patch Upgrade	{skl14, skl15} on all platforms
platformdirs	4.2.0	4.2.2	Patch Upgrade	{lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, lint, py38, skl11, skl12, skl13} on all platforms
pooch	1.8.0	1.8.2	Patch Upgrade	{lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py38, skl11, skl12, skl13} on all platforms
python	3.12.1	3.12.3	Patch Upgrade	lint on all platforms
scipy	1.13.0	1.13.1	Patch Upgrade	{default, skl14} on all platforms
urllib3	2.2.0	2.2.1	Patch Upgrade	{lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py38, skl11, skl12, skl13} on all platforms
bzip2	h7f98852_4	hd590300_5	Only build string	default on linux-64
bzip2	h8ffe710_4	hcfcfb64_5	Only build string	default on win-64
bzip2	h3422bc3_4	h93a5062_5	Only build string	default on osx-arm64
bzip2	hf897c2e_4	h31becfc_5	Only build string	default on linux-aarch64
bzip2	h0d85af4_4	h10d778d_5	Only build string	default on osx-64
intel-openmp	h57928b3_965	h57928b3_966	Only build string	{skl14, skl15} on win-64
ld_impl_linux-64	h41732ed_0	hf3520f5_6	Only build string	{default, lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, lint, py310, py311, py312, py38, py39, skl11, skl12, skl13} on linux-64
ld_impl_linux-64	h55db66e_0	hf3520f5_6	Only build string	{skl14, skl15} on linux-64
ld_impl_linux-aarch64	h2d8c526_0	h9fc2d93_6	Only build string	{default, lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, lint, py310, py311, py312, py38, py39, skl11, skl12, skl13} on linux-aarch64
ld_impl_linux-aarch64	hba4e955_0	h9fc2d93_6	Only build string	{skl14, skl15} on linux-aarch64
libblas	21_win64_mkl	22_win64_mkl	Only build string	{lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py310, py311, py312, py38, py39, skl11, skl12, skl13} on win-64
libblas	19_win64_mkl	22_win64_mkl	Only build string	default on win-64
libblas	21_osxarm64_openblas	22_osxarm64_openblas	Only build string	{py310, py311, py312, py39} on osx-arm64
libblas	19_osxarm64_openblas	22_osxarm64_openblas	Only build string	default on osx-arm64
libblas	21_osx64_openblas	22_osx64_openblas	Only build string	{py310, py311, py312, py39} on osx-64
libblas	19_osx64_openblas	22_osx64_openblas	Only build string	default on osx-64
libblas	21_linuxaarch64_openblas	22_linuxaarch64_openblas	Only build string	{py310, py311, py312, py39} on linux-aarch64
libblas	19_linuxaarch64_openblas	22_linuxaarch64_openblas	Only build string	default on linux-aarch64
libblas	21_linux64_openblas	22_linux64_openblas	Only build string	{py310, py311, py312, py39} on linux-64
libblas	19_linux64_openblas	22_linux64_openblas	Only build string	default on linux-64
libcblas	21_win64_mkl	22_win64_mkl	Only build string	{lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py310, py311, py312, py38, py39, skl11, skl12, skl13} on win-64
libcblas	19_win64_mkl	22_win64_mkl	Only build string	default on win-64
libcblas	21_osxarm64_openblas	22_osxarm64_openblas	Only build string	{py310, py311, py312, py39} on osx-arm64
libcblas	19_osxarm64_openblas	22_osxarm64_openblas	Only build string	default on osx-arm64
libcblas	21_osx64_openblas	22_osx64_openblas	Only build string	{py310, py311, py312, py39} on osx-64
libcblas	19_osx64_openblas	22_osx64_openblas	Only build string	default on osx-64
libcblas	21_linuxaarch64_openblas	22_linuxaarch64_openblas	Only build string	{py310, py311, py312, py39} on linux-aarch64
libcblas	19_linuxaarch64_openblas	22_linuxaarch64_openblas	Only build string	default on linux-aarch64
libcblas	21_linux64_openblas	22_linux64_openblas	Only build string	{py310, py311, py312, py39} on linux-64
libcblas	19_linux64_openblas	22_linux64_openblas	Only build string	default on linux-64
libgcc-ng	hf8544c7_4	he277a41_10	Only build string	{lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py310, py311, py312, py38, py39, skl11, skl12, skl13} on linux-aarch64
libgcc-ng	he277a41_6	he277a41_10	Only build string	skl14 on linux-aarch64
libgcc-ng	he277a41_7	he277a41_10	Only build string	skl15 on linux-aarch64
libgcc-ng	hf8544c7_2	he277a41_10	Only build string	default on linux-aarch64
libgcc-ng	hf8544c7_5	he277a41_10	Only build string	lint on linux-aarch64
libgcc-ng	h807b86a_4	h77fa898_10	Only build string	{lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py310, py311, py312, py38, py39, skl11, skl12, skl13} on linux-64
libgcc-ng	h77fa898_6	h77fa898_10	Only build string	skl14 on linux-64
libgcc-ng	h77fa898_7	h77fa898_10	Only build string	skl15 on linux-64
libgcc-ng	h807b86a_2	h77fa898_10	Only build string	default on linux-64
libgcc-ng	h807b86a_5	h77fa898_10	Only build string	lint on linux-64
libgfortran	13_2_0_hd922786_2	13_2_0_hd922786_3	Only build string	{lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py310, py311, py312, py38, py39, skl11, skl12, skl13} on osx-arm64
libgfortran	13_2_0_hd922786_1	13_2_0_hd922786_3	Only build string	default on osx-arm64
libgfortran	13_2_0_h97931a8_2	13_2_0_h97931a8_3	Only build string	{lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py310, py311, py312, py38, py39, skl11, skl12, skl13} on osx-64
libgfortran	13_2_0_h97931a8_1	13_2_0_h97931a8_3	Only build string	default on osx-64
libgfortran-ng	he9431aa_4	he9431aa_10	Only build string	{lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py310, py311, py312, py38, py39, skl11, skl12, skl13} on linux-aarch64
libgfortran-ng	he9431aa_2	he9431aa_10	Only build string	default on linux-aarch64
libgfortran-ng	he9431aa_6	he9431aa_10	Only build string	skl14 on linux-aarch64
libgfortran-ng	he9431aa_7	he9431aa_10	Only build string	skl15 on linux-aarch64
libgfortran-ng	h69a702a_4	h69a702a_10	Only build string	{lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py310, py311, py312, py38, py39, skl11, skl12, skl13} on linux-64
libgfortran-ng	h69a702a_2	h69a702a_10	Only build string	default on linux-64
libgfortran-ng	h69a702a_6	h69a702a_10	Only build string	skl14 on linux-64
libgfortran-ng	h69a702a_7	h69a702a_10	Only build string	skl15 on linux-64
libgfortran5	hf226fd6_2	hf226fd6_3	Only build string	{lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py310, py311, py312, py38, py39, skl11, skl12, skl13} on osx-arm64
libgfortran5	hf226fd6_1	hf226fd6_3	Only build string	default on osx-arm64
libgfortran5	ha4646dd_4	h3d2ce59_10	Only build string	{lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py310, py311, py312, py38, py39, skl11, skl12, skl13} on linux-64
libgfortran5	h43f5ff8_6	h3d2ce59_10	Only build string	skl14 on linux-64
libgfortran5	ha4646dd_2	h3d2ce59_10	Only build string	default on linux-64
libgfortran5	hca663fb_7	h3d2ce59_10	Only build string	skl15 on linux-64
libgfortran5	h582850c_4	h2af0866_10	Only build string	{lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py310, py311, py312, py38, py39, skl11, skl12, skl13} on linux-aarch64
libgfortran5	h582850c_2	h2af0866_10	Only build string	default on linux-aarch64
libgfortran5	h87d9d71_6	h2af0866_10	Only build string	skl14 on linux-aarch64
libgfortran5	h87d9d71_7	h2af0866_10	Only build string	skl15 on linux-aarch64
libgfortran5	h2873a65_2	h2873a65_3	Only build string	{lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py310, py311, py312, py38, py39, skl11, skl12, skl13} on osx-64
libgfortran5	h2873a65_1	h2873a65_3	Only build string	default on osx-64
libgomp	hf8544c7_4	he277a41_10	Only build string	{lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py310, py311, py312, py38, py39, skl11, skl12, skl13} on linux-aarch64
libgomp	he277a41_6	he277a41_10	Only build string	skl14 on linux-aarch64
libgomp	he277a41_7	he277a41_10	Only build string	skl15 on linux-aarch64
libgomp	hf8544c7_2	he277a41_10	Only build string	default on linux-aarch64
libgomp	hf8544c7_5	he277a41_10	Only build string	lint on linux-aarch64
libgomp	h807b86a_4	h77fa898_10	Only build string	{lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py310, py311, py312, py38, py39, skl11, skl12, skl13} on linux-64
libgomp	h77fa898_6	h77fa898_10	Only build string	skl14 on linux-64
libgomp	h77fa898_7	h77fa898_10	Only build string	skl15 on linux-64
libgomp	h807b86a_2	h77fa898_10	Only build string	default on linux-64
libgomp	h807b86a_5	h77fa898_10	Only build string	lint on linux-64
libhwloc	default_h2fffb23_1000	default_h8125262_1001	Only build string	skl14 on win-64
libiconv	h8ffe710_0	hcfcfb64_2	Only build string	default on win-64
liblapack	21_win64_mkl	22_win64_mkl	Only build string	{lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py310, py311, py312, py38, py39, skl11, skl12, skl13} on win-64
liblapack	19_win64_mkl	22_win64_mkl	Only build string	default on win-64
liblapack	21_osxarm64_openblas	22_osxarm64_openblas	Only build string	{py310, py311, py312, py39} on osx-arm64
liblapack	19_osxarm64_openblas	22_osxarm64_openblas	Only build string	default on osx-arm64
liblapack	21_osx64_openblas	22_osx64_openblas	Only build string	{py310, py311, py312, py39} on osx-64
liblapack	19_osx64_openblas	22_osx64_openblas	Only build string	default on osx-64
liblapack	21_linuxaarch64_openblas	22_linuxaarch64_openblas	Only build string	{py310, py311, py312, py39} on linux-aarch64
liblapack	19_linuxaarch64_openblas	22_linuxaarch64_openblas	Only build string	default on linux-aarch64
liblapack	21_linux64_openblas	22_linux64_openblas	Only build string	{py310, py311, py312, py39} on linux-64
liblapack	19_linux64_openblas	22_linux64_openblas	Only build string	default on linux-64
libstdcxx-ng	h7e041cc_4	hc0a3c3a_10	Only build string	{lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py310, py311, py312, py38, py39, skl11, skl12, skl13} on linux-64
libstdcxx-ng	h7e041cc_2	hc0a3c3a_10	Only build string	default on linux-64
libstdcxx-ng	h7e041cc_5	hc0a3c3a_10	Only build string	lint on linux-64
libstdcxx-ng	hc0a3c3a_6	hc0a3c3a_10	Only build string	skl14 on linux-64
libstdcxx-ng	hc0a3c3a_7	hc0a3c3a_10	Only build string	skl15 on linux-64
libstdcxx-ng	h9a76618_4	h3f4de04_10	Only build string	{lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, py310, py311, py312, py38, py39, skl11, skl12, skl13} on linux-aarch64
libstdcxx-ng	h3f4de04_6	h3f4de04_10	Only build string	skl14 on linux-aarch64
libstdcxx-ng	h3f4de04_7	h3f4de04_10	Only build string	skl15 on linux-aarch64
libstdcxx-ng	h9a76618_2	h3f4de04_10	Only build string	default on linux-aarch64
libstdcxx-ng	h9a76618_5	h3f4de04_10	Only build string	lint on linux-aarch64
libxml2	h283a6d9_0	h283a6d9_1	Only build string	skl15 on win-64
tbb	h91493d7_0	hc790b64_1	Only build string	skl14 on win-64
tk	h2797004_0	noxft_h4845f30_101	Only build string	default on linux-64
tk	hcfcfb64_0	h5226925_1	Only build string	default on win-64
tk	hb31c410_0	h5083fa2_1	Only build string	default on osx-arm64
tk	hef22860_0	h1abcd95_1	Only build string	default on osx-64
vc	hcf57466_18	h8a93ad2_20	Only build string	{lgbm32, lgbm33, lgbm40, lgbm41, lgbm42, lgbm43, lint, py310, py311, py312, py38, py39, skl11, skl12, skl13, skl14} on win-64
vc	h64f974e_17	h8a93ad2_20	Only build string	default on win-64
vc	ha32ba9b_20	h8a93ad2_20	Only build string	skl15 on win-64

Footnotes

1. Bold means explicit dependency. ↩

[github-actions]

(benchmark 9540016479 / attempt 1)
Base results / Our results / Change

Model	Size	Dump Time	Load Time
sklearn rf 20M	23.4 MiB / 3.0 MiB / 7.67 x	0.01 s / 0.03 s / 2.42 x	0.02 s / 0.03 s / 1.50 x
sklearn rf 20M lzma	6.5 MiB / 2.0 MiB / 3.21 x	10.50 s / 1.04 s / 0.10 x	0.42 s / 0.15 s / 0.36 x
sklearn rf 200M	238.8 MiB / 30.8 MiB / 7.75 x	0.15 s / 0.23 s / 1.57 x	0.21 s / 0.38 s / 1.80 x
sklearn rf 200M lzma	48.8 MiB / 14.8 MiB / 3.29 x	77.29 s / 15.20 s / 0.20 x	3.20 s / 1.18 s / 0.37 x
sklearn rf 1G	1302.2 MiB / 168.0 MiB / 7.75 x	0.88 s / 1.26 s / 1.44 x	1.27 s / 2.00 s / 1.58 x
sklearn rf 1G lzma	262.4 MiB / 99.1 MiB / 2.65 x	413.22 s / 84.50 s / 0.20 x	16.24 s / 6.87 s / 0.42 x
sklearn gb 2M	2.5 MiB / 1.1 MiB / 2.16 x	0.02 s / 0.22 s / 8.88 x	0.03 s / 0.22 s / 7.32 x
sklearn gb 2M lzma	0.6 MiB / 0.2 MiB / 3.76 x	0.82 s / 0.40 s / 0.48 x	0.07 s / 0.23 s / 3.43 x
lgbm gbdt 2M	2.6 MiB / 1.0 MiB / 2.78 x	0.05 s / 0.18 s / 3.88 x	0.01 s / 0.11 s / 13.78 x
lgbm gbdt 2M lzma	0.9 MiB / 0.5 MiB / 1.90 x	1.17 s / 0.39 s / 0.34 x	0.06 s / 0.12 s / 2.00 x
lgbm gbdt 5M	5.3 MiB / 1.9 MiB / 2.81 x	0.10 s / 0.35 s / 3.41 x	0.02 s / 0.19 s / 11.09 x
lgbm gbdt 5M lzma	1.7 MiB / 0.8 MiB / 1.96 x	3.13 s / 0.81 s / 0.26 x	0.11 s / 0.23 s / 2.17 x
lgbm gbdt 20M	22.7 MiB / 7.6 MiB / 3.00 x	0.39 s / 1.50 s / 3.82 x	0.07 s / 0.77 s / 10.50 x
lgbm gbdt 20M lzma	6.3 MiB / 3.0 MiB / 2.09 x	17.33 s / 3.90 s / 0.23 x	0.42 s / 0.92 s / 2.18 x
lgbm gbdt 100M	101.1 MiB / 33.0 MiB / 3.06 x	1.80 s / 6.74 s / 3.75 x	0.35 s / 27.68 s / 78.42 x
lgbm gbdt 100M lzma	25.6 MiB / 10.6 MiB / 2.41 x	76.53 s / 19.71 s / 0.26 x	1.81 s / 3.83 s / 2.12 x
lgbm rf 10M	10.9 MiB / 3.2 MiB / 3.46 x	0.17 s / 0.42 s / 2.41 x	0.03 s / 0.28 s / 9.87 x
lgbm rf 10M lzma	0.7 MiB / 0.4 MiB / 1.86 x	1.43 s / 0.62 s / 0.43 x	0.08 s / 0.30 s / 3.58 x