diff --git a/pyproject.toml b/pyproject.toml
index 3bbdfeca..1706b7d5 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -70,7 +70,7 @@ no-telemetry = [
     "howso-engine-no-telemetry",
 ]
 scikit = [
-    "scikit-learn"
+    "scikit-learn~=1.3,<1.4"
 ]
 
 [project.urls]
diff --git a/requirements-3.10-dev.txt b/requirements-3.10-dev.txt
index 1c8425c2..cd93fead 100644
--- a/requirements-3.10-dev.txt
+++ b/requirements-3.10-dev.txt
@@ -653,48 +653,33 @@ rich==13.7.0 \
     --hash=sha256:5cb5123b5cf9ee70584244246816e9114227e0b98ad9176eede6ad54bf5403fa \
     --hash=sha256:6da14c108c4866ee9520bbffa71f6fe3962e193b7da68720583850cd4548e235
     # via howso-engine (pyproject.toml)
-scikit-learn==1.4.0 \
-    --hash=sha256:05fc5915b716c6cc60a438c250108e9a9445b522975ed37e416d5ea4f9a63381 \
-    --hash=sha256:0aba2a20d89936d6e72d95d05e3bf1db55bca5c5920926ad7b92c34f5e7d3bbe \
-    --hash=sha256:0db8e22c42f7980fe5eb22069b1f84c48966f3e0d23a01afde5999e3987a2501 \
-    --hash=sha256:0f33bbafb310c26b81c4d41ecaebdbc1f63498a3f13461d50ed9a2e8f24d28e4 \
-    --hash=sha256:11b3b140f70fbc9f6a08884631ae8dd60a4bb2d7d6d1de92738ea42b740d8992 \
-    --hash=sha256:1d041bc95006b545b59e458399e3175ab11ca7a03dc9a74a573ac891f5df1489 \
-    --hash=sha256:2404659fedec40eeafa310cd14d613e564d13dbf8f3c752d31c095195ec05de6 \
-    --hash=sha256:27ae4b0f1b2c77107c096a7e05b33458354107b47775428d1f11b23e30a73e8a \
-    --hash=sha256:2b465dd1dcd237b7b1dcd1a9048ccbf70a98c659474324fa708464c3a2533fad \
-    --hash=sha256:2bac5d56b992f8f06816f2cd321eb86071c6f6d44bb4b1cb3d626525820d754b \
-    --hash=sha256:349669b01435bc4dbf25c6410b0892073befdaec52637d1a1d1ff53865dc8db3 \
-    --hash=sha256:53b9e29177897c37e2ff9d4ba6ca12fdb156e22523e463db05def303f5c72b5c \
-    --hash=sha256:5c5c62ffb52c3ffb755eb21fa74cc2cbf2c521bd53f5c04eaa10011dbecf5f80 \
-    --hash=sha256:74812c9eabb265be69d738a8ea8d4884917a59637fcbf88a5f0e9020498bc6b3 \
-    --hash=sha256:76986d22e884ab062b1beecdd92379656e9d3789ecc1f9870923c178de55f9fe \
-    --hash=sha256:785ce3c352bf697adfda357c3922c94517a9376002971bc5ea50896144bc8916 \
-    --hash=sha256:7f0d2018ac6fa055dab65fe8a485967990d33c672d55bc254c56c35287b02fab \
-    --hash=sha256:80a21de63275f8bcd7877b3e781679d2ff1eddfed515a599f95b2502a3283d42 \
-    --hash=sha256:833999872e2920ce00f3a50839946bdac7539454e200eb6db54898a41f4bfd43 \
-    --hash=sha256:842b7d6989f3c574685e18da6f91223eb32301d0f93903dd399894250835a6f7 \
-    --hash=sha256:88bcb586fdff865372df1bc6be88bb7e6f9e0aa080dab9f54f5cac7eca8e2b6b \
-    --hash=sha256:8b6ac1442ec714b4911e5aef8afd82c691b5c88b525ea58299d455acc4e8dcec \
-    --hash=sha256:91a8918c415c4b4bf1d60c38d32958849a9191c2428ab35d30b78354085c7c7a \
-    --hash=sha256:923d778f378ebacca2c672ab1740e5a413e437fb45ab45ab02578f8b689e5d43 \
-    --hash=sha256:970ec697accaef10fb4f51763f3a7b1250f9f0553cf05514d0e94905322a0172 \
-    --hash=sha256:a0e2427d9ef46477625ab9b55c1882844fe6fc500f418c3f8e650200182457bc \
-    --hash=sha256:a6372c90bbf302387792108379f1ec77719c1618d88496d0df30cb8e370b4661 \
-    --hash=sha256:a8341eabdc754d5ab91641a7763243845e96b6d68e03e472531e88a4f1b09f21 \
-    --hash=sha256:aad2a63e0dd386b92da3270887a29b308af4d7c750d8c4995dfd9a4798691bcc \
-    --hash=sha256:c408b46b2fd61952d519ea1af2f8f0a7a703e1433923ab1704c4131520b2083b \
-    --hash=sha256:cb8f044a8f5962613ce1feb4351d66f8d784bd072d36393582f351859b065f7d \
-    --hash=sha256:d1f6bce875ac2bb6b52514f67c185c564ccd299a05b65b7bab091a4c13dde12d \
-    --hash=sha256:d3d75343940e7bf9b85c830c93d34039fa015eeb341c5c0b4cd7a90dadfe00d4 \
-    --hash=sha256:d4373c984eba20e393216edd51a3e3eede56cbe93d4247516d205643c3b93121 \
-    --hash=sha256:d439c584e58434d0350701bd33f6c10b309e851fccaf41c121aed55f6851d8cf \
-    --hash=sha256:d77df3d1e15fc37a9329999979fa7868ba8655dbab21fe97fc7ddabac9e08cc7 \
-    --hash=sha256:e22446ad89f1cb7657f0d849dcdc345b48e2d10afa3daf2925fdb740f85b714c \
-    --hash=sha256:e7eef6ea2ed289af40e88c0be9f7704ca8b5de18508a06897c3fe21e0905efdf \
-    --hash=sha256:e98632da8f6410e6fb6bf66937712c949b4010600ccd3f22a5388a83e610cc3c \
-    --hash=sha256:f77674647dd31f56cb12ed13ed25b6ed43a056fffef051715022d2ebffd7a7d1 \
-    --hash=sha256:fce93a7473e2f4ee4cc280210968288d6a7d7ad8dc6fa7bb7892145e407085f9
+scikit-learn==1.3.2 \
+    --hash=sha256:0402638c9a7c219ee52c94cbebc8fcb5eb9fe9c773717965c1f4185588ad3107 \
+    --hash=sha256:0ee107923a623b9f517754ea2f69ea3b62fc898a3641766cb7deb2f2ce450161 \
+    --hash=sha256:1215e5e58e9880b554b01187b8c9390bf4dc4692eedeaf542d3273f4785e342c \
+    --hash=sha256:15e1e94cc23d04d39da797ee34236ce2375ddea158b10bee3c343647d615581d \
+    --hash=sha256:18424efee518a1cde7b0b53a422cde2f6625197de6af36da0b57ec502f126157 \
+    --hash=sha256:1d08ada33e955c54355d909b9c06a4789a729977f165b8bae6f225ff0a60ec4a \
+    --hash=sha256:3271552a5eb16f208a6f7f617b8cc6d1f137b52c8a1ef8edf547db0259b2c9fb \
+    --hash=sha256:35a22e8015048c628ad099da9df5ab3004cdbf81edc75b396fd0cff8699ac58c \
+    --hash=sha256:535805c2a01ccb40ca4ab7d081d771aea67e535153e35a1fd99418fcedd1648a \
+    --hash=sha256:5b2de18d86f630d68fe1f87af690d451388bb186480afc719e5f770590c2ef6c \
+    --hash=sha256:61a6efd384258789aa89415a410dcdb39a50e19d3d8410bd29be365bcdd512d5 \
+    --hash=sha256:64381066f8aa63c2710e6b56edc9f0894cc7bf59bd71b8ce5613a4559b6145e0 \
+    --hash=sha256:67f37d708f042a9b8d59551cf94d30431e01374e00dc2645fa186059c6c5d78b \
+    --hash=sha256:6c43290337f7a4b969d207e620658372ba3c1ffb611f8bc2b6f031dc5c6d1d03 \
+    --hash=sha256:6fb6bc98f234fda43163ddbe36df8bcde1d13ee176c6dc9b92bb7d3fc842eb66 \
+    --hash=sha256:763f0ae4b79b0ff9cca0bf3716bcc9915bdacff3cebea15ec79652d1cc4fa5c9 \
+    --hash=sha256:785a2213086b7b1abf037aeadbbd6d67159feb3e30263434139c98425e3dcfcf \
+    --hash=sha256:8db94cd8a2e038b37a80a04df8783e09caac77cbe052146432e67800e430c028 \
+    --hash=sha256:a19f90f95ba93c1a7f7924906d0576a84da7f3b2282ac3bfb7a08a32801add93 \
+    --hash=sha256:a2f54c76accc15a34bfb9066e6c7a56c1e7235dda5762b990792330b52ccfb05 \
+    --hash=sha256:b8692e395a03a60cd927125eef3a8e3424d86dde9b2370d544f0ea35f78a8073 \
+    --hash=sha256:cb06f8dce3f5ddc5dee1715a9b9f19f20d295bed8e3cd4fa51e1d050347de525 \
+    --hash=sha256:dc9002fc200bed597d5d34e90c752b74df516d592db162f756cc52836b38fe0e \
+    --hash=sha256:e326c0eb5cf4d6ba40f93776a20e9a7a69524c4db0757e7ce24ba222471ee8a1 \
+    --hash=sha256:ed932ea780517b00dae7431e031faae6b49b20eb6950918eb83bd043237950e0 \
+    --hash=sha256:fc4144a5004a676d5022b798d9e573b05139e77f271253a4703eed295bde0433
     # via howso-engine (pyproject.toml)
 scipy==1.12.0 \
     --hash=sha256:196ebad3a4882081f62a5bf4aeb7326aa34b110e533aab23e4374fcccb0890dc \
diff --git a/requirements-3.11-dev.txt b/requirements-3.11-dev.txt
index dc0d93fd..64c9c051 100644
--- a/requirements-3.11-dev.txt
+++ b/requirements-3.11-dev.txt
@@ -649,48 +649,33 @@ rich==13.7.0 \
     --hash=sha256:5cb5123b5cf9ee70584244246816e9114227e0b98ad9176eede6ad54bf5403fa \
     --hash=sha256:6da14c108c4866ee9520bbffa71f6fe3962e193b7da68720583850cd4548e235
     # via howso-engine (pyproject.toml)
-scikit-learn==1.4.0 \
-    --hash=sha256:05fc5915b716c6cc60a438c250108e9a9445b522975ed37e416d5ea4f9a63381 \
-    --hash=sha256:0aba2a20d89936d6e72d95d05e3bf1db55bca5c5920926ad7b92c34f5e7d3bbe \
-    --hash=sha256:0db8e22c42f7980fe5eb22069b1f84c48966f3e0d23a01afde5999e3987a2501 \
-    --hash=sha256:0f33bbafb310c26b81c4d41ecaebdbc1f63498a3f13461d50ed9a2e8f24d28e4 \
-    --hash=sha256:11b3b140f70fbc9f6a08884631ae8dd60a4bb2d7d6d1de92738ea42b740d8992 \
-    --hash=sha256:1d041bc95006b545b59e458399e3175ab11ca7a03dc9a74a573ac891f5df1489 \
-    --hash=sha256:2404659fedec40eeafa310cd14d613e564d13dbf8f3c752d31c095195ec05de6 \
-    --hash=sha256:27ae4b0f1b2c77107c096a7e05b33458354107b47775428d1f11b23e30a73e8a \
-    --hash=sha256:2b465dd1dcd237b7b1dcd1a9048ccbf70a98c659474324fa708464c3a2533fad \
-    --hash=sha256:2bac5d56b992f8f06816f2cd321eb86071c6f6d44bb4b1cb3d626525820d754b \
-    --hash=sha256:349669b01435bc4dbf25c6410b0892073befdaec52637d1a1d1ff53865dc8db3 \
-    --hash=sha256:53b9e29177897c37e2ff9d4ba6ca12fdb156e22523e463db05def303f5c72b5c \
-    --hash=sha256:5c5c62ffb52c3ffb755eb21fa74cc2cbf2c521bd53f5c04eaa10011dbecf5f80 \
-    --hash=sha256:74812c9eabb265be69d738a8ea8d4884917a59637fcbf88a5f0e9020498bc6b3 \
-    --hash=sha256:76986d22e884ab062b1beecdd92379656e9d3789ecc1f9870923c178de55f9fe \
-    --hash=sha256:785ce3c352bf697adfda357c3922c94517a9376002971bc5ea50896144bc8916 \
-    --hash=sha256:7f0d2018ac6fa055dab65fe8a485967990d33c672d55bc254c56c35287b02fab \
-    --hash=sha256:80a21de63275f8bcd7877b3e781679d2ff1eddfed515a599f95b2502a3283d42 \
-    --hash=sha256:833999872e2920ce00f3a50839946bdac7539454e200eb6db54898a41f4bfd43 \
-    --hash=sha256:842b7d6989f3c574685e18da6f91223eb32301d0f93903dd399894250835a6f7 \
-    --hash=sha256:88bcb586fdff865372df1bc6be88bb7e6f9e0aa080dab9f54f5cac7eca8e2b6b \
-    --hash=sha256:8b6ac1442ec714b4911e5aef8afd82c691b5c88b525ea58299d455acc4e8dcec \
-    --hash=sha256:91a8918c415c4b4bf1d60c38d32958849a9191c2428ab35d30b78354085c7c7a \
-    --hash=sha256:923d778f378ebacca2c672ab1740e5a413e437fb45ab45ab02578f8b689e5d43 \
-    --hash=sha256:970ec697accaef10fb4f51763f3a7b1250f9f0553cf05514d0e94905322a0172 \
-    --hash=sha256:a0e2427d9ef46477625ab9b55c1882844fe6fc500f418c3f8e650200182457bc \
-    --hash=sha256:a6372c90bbf302387792108379f1ec77719c1618d88496d0df30cb8e370b4661 \
-    --hash=sha256:a8341eabdc754d5ab91641a7763243845e96b6d68e03e472531e88a4f1b09f21 \
-    --hash=sha256:aad2a63e0dd386b92da3270887a29b308af4d7c750d8c4995dfd9a4798691bcc \
-    --hash=sha256:c408b46b2fd61952d519ea1af2f8f0a7a703e1433923ab1704c4131520b2083b \
-    --hash=sha256:cb8f044a8f5962613ce1feb4351d66f8d784bd072d36393582f351859b065f7d \
-    --hash=sha256:d1f6bce875ac2bb6b52514f67c185c564ccd299a05b65b7bab091a4c13dde12d \
-    --hash=sha256:d3d75343940e7bf9b85c830c93d34039fa015eeb341c5c0b4cd7a90dadfe00d4 \
-    --hash=sha256:d4373c984eba20e393216edd51a3e3eede56cbe93d4247516d205643c3b93121 \
-    --hash=sha256:d439c584e58434d0350701bd33f6c10b309e851fccaf41c121aed55f6851d8cf \
-    --hash=sha256:d77df3d1e15fc37a9329999979fa7868ba8655dbab21fe97fc7ddabac9e08cc7 \
-    --hash=sha256:e22446ad89f1cb7657f0d849dcdc345b48e2d10afa3daf2925fdb740f85b714c \
-    --hash=sha256:e7eef6ea2ed289af40e88c0be9f7704ca8b5de18508a06897c3fe21e0905efdf \
-    --hash=sha256:e98632da8f6410e6fb6bf66937712c949b4010600ccd3f22a5388a83e610cc3c \
-    --hash=sha256:f77674647dd31f56cb12ed13ed25b6ed43a056fffef051715022d2ebffd7a7d1 \
-    --hash=sha256:fce93a7473e2f4ee4cc280210968288d6a7d7ad8dc6fa7bb7892145e407085f9
+scikit-learn==1.3.2 \
+    --hash=sha256:0402638c9a7c219ee52c94cbebc8fcb5eb9fe9c773717965c1f4185588ad3107 \
+    --hash=sha256:0ee107923a623b9f517754ea2f69ea3b62fc898a3641766cb7deb2f2ce450161 \
+    --hash=sha256:1215e5e58e9880b554b01187b8c9390bf4dc4692eedeaf542d3273f4785e342c \
+    --hash=sha256:15e1e94cc23d04d39da797ee34236ce2375ddea158b10bee3c343647d615581d \
+    --hash=sha256:18424efee518a1cde7b0b53a422cde2f6625197de6af36da0b57ec502f126157 \
+    --hash=sha256:1d08ada33e955c54355d909b9c06a4789a729977f165b8bae6f225ff0a60ec4a \
+    --hash=sha256:3271552a5eb16f208a6f7f617b8cc6d1f137b52c8a1ef8edf547db0259b2c9fb \
+    --hash=sha256:35a22e8015048c628ad099da9df5ab3004cdbf81edc75b396fd0cff8699ac58c \
+    --hash=sha256:535805c2a01ccb40ca4ab7d081d771aea67e535153e35a1fd99418fcedd1648a \
+    --hash=sha256:5b2de18d86f630d68fe1f87af690d451388bb186480afc719e5f770590c2ef6c \
+    --hash=sha256:61a6efd384258789aa89415a410dcdb39a50e19d3d8410bd29be365bcdd512d5 \
+    --hash=sha256:64381066f8aa63c2710e6b56edc9f0894cc7bf59bd71b8ce5613a4559b6145e0 \
+    --hash=sha256:67f37d708f042a9b8d59551cf94d30431e01374e00dc2645fa186059c6c5d78b \
+    --hash=sha256:6c43290337f7a4b969d207e620658372ba3c1ffb611f8bc2b6f031dc5c6d1d03 \
+    --hash=sha256:6fb6bc98f234fda43163ddbe36df8bcde1d13ee176c6dc9b92bb7d3fc842eb66 \
+    --hash=sha256:763f0ae4b79b0ff9cca0bf3716bcc9915bdacff3cebea15ec79652d1cc4fa5c9 \
+    --hash=sha256:785a2213086b7b1abf037aeadbbd6d67159feb3e30263434139c98425e3dcfcf \
+    --hash=sha256:8db94cd8a2e038b37a80a04df8783e09caac77cbe052146432e67800e430c028 \
+    --hash=sha256:a19f90f95ba93c1a7f7924906d0576a84da7f3b2282ac3bfb7a08a32801add93 \
+    --hash=sha256:a2f54c76accc15a34bfb9066e6c7a56c1e7235dda5762b990792330b52ccfb05 \
+    --hash=sha256:b8692e395a03a60cd927125eef3a8e3424d86dde9b2370d544f0ea35f78a8073 \
+    --hash=sha256:cb06f8dce3f5ddc5dee1715a9b9f19f20d295bed8e3cd4fa51e1d050347de525 \
+    --hash=sha256:dc9002fc200bed597d5d34e90c752b74df516d592db162f756cc52836b38fe0e \
+    --hash=sha256:e326c0eb5cf4d6ba40f93776a20e9a7a69524c4db0757e7ce24ba222471ee8a1 \
+    --hash=sha256:ed932ea780517b00dae7431e031faae6b49b20eb6950918eb83bd043237950e0 \
+    --hash=sha256:fc4144a5004a676d5022b798d9e573b05139e77f271253a4703eed295bde0433
     # via howso-engine (pyproject.toml)
 scipy==1.12.0 \
     --hash=sha256:196ebad3a4882081f62a5bf4aeb7326aa34b110e533aab23e4374fcccb0890dc \
diff --git a/requirements-3.9-dev.txt b/requirements-3.9-dev.txt
index c830edeb..4f7e6a7c 100644
--- a/requirements-3.9-dev.txt
+++ b/requirements-3.9-dev.txt
@@ -657,48 +657,33 @@ rich==13.7.0 \
     --hash=sha256:5cb5123b5cf9ee70584244246816e9114227e0b98ad9176eede6ad54bf5403fa \
     --hash=sha256:6da14c108c4866ee9520bbffa71f6fe3962e193b7da68720583850cd4548e235
     # via howso-engine (pyproject.toml)
-scikit-learn==1.4.0 \
-    --hash=sha256:05fc5915b716c6cc60a438c250108e9a9445b522975ed37e416d5ea4f9a63381 \
-    --hash=sha256:0aba2a20d89936d6e72d95d05e3bf1db55bca5c5920926ad7b92c34f5e7d3bbe \
-    --hash=sha256:0db8e22c42f7980fe5eb22069b1f84c48966f3e0d23a01afde5999e3987a2501 \
-    --hash=sha256:0f33bbafb310c26b81c4d41ecaebdbc1f63498a3f13461d50ed9a2e8f24d28e4 \
-    --hash=sha256:11b3b140f70fbc9f6a08884631ae8dd60a4bb2d7d6d1de92738ea42b740d8992 \
-    --hash=sha256:1d041bc95006b545b59e458399e3175ab11ca7a03dc9a74a573ac891f5df1489 \
-    --hash=sha256:2404659fedec40eeafa310cd14d613e564d13dbf8f3c752d31c095195ec05de6 \
-    --hash=sha256:27ae4b0f1b2c77107c096a7e05b33458354107b47775428d1f11b23e30a73e8a \
-    --hash=sha256:2b465dd1dcd237b7b1dcd1a9048ccbf70a98c659474324fa708464c3a2533fad \
-    --hash=sha256:2bac5d56b992f8f06816f2cd321eb86071c6f6d44bb4b1cb3d626525820d754b \
-    --hash=sha256:349669b01435bc4dbf25c6410b0892073befdaec52637d1a1d1ff53865dc8db3 \
-    --hash=sha256:53b9e29177897c37e2ff9d4ba6ca12fdb156e22523e463db05def303f5c72b5c \
-    --hash=sha256:5c5c62ffb52c3ffb755eb21fa74cc2cbf2c521bd53f5c04eaa10011dbecf5f80 \
-    --hash=sha256:74812c9eabb265be69d738a8ea8d4884917a59637fcbf88a5f0e9020498bc6b3 \
-    --hash=sha256:76986d22e884ab062b1beecdd92379656e9d3789ecc1f9870923c178de55f9fe \
-    --hash=sha256:785ce3c352bf697adfda357c3922c94517a9376002971bc5ea50896144bc8916 \
-    --hash=sha256:7f0d2018ac6fa055dab65fe8a485967990d33c672d55bc254c56c35287b02fab \
-    --hash=sha256:80a21de63275f8bcd7877b3e781679d2ff1eddfed515a599f95b2502a3283d42 \
-    --hash=sha256:833999872e2920ce00f3a50839946bdac7539454e200eb6db54898a41f4bfd43 \
-    --hash=sha256:842b7d6989f3c574685e18da6f91223eb32301d0f93903dd399894250835a6f7 \
-    --hash=sha256:88bcb586fdff865372df1bc6be88bb7e6f9e0aa080dab9f54f5cac7eca8e2b6b \
-    --hash=sha256:8b6ac1442ec714b4911e5aef8afd82c691b5c88b525ea58299d455acc4e8dcec \
-    --hash=sha256:91a8918c415c4b4bf1d60c38d32958849a9191c2428ab35d30b78354085c7c7a \
-    --hash=sha256:923d778f378ebacca2c672ab1740e5a413e437fb45ab45ab02578f8b689e5d43 \
-    --hash=sha256:970ec697accaef10fb4f51763f3a7b1250f9f0553cf05514d0e94905322a0172 \
-    --hash=sha256:a0e2427d9ef46477625ab9b55c1882844fe6fc500f418c3f8e650200182457bc \
-    --hash=sha256:a6372c90bbf302387792108379f1ec77719c1618d88496d0df30cb8e370b4661 \
-    --hash=sha256:a8341eabdc754d5ab91641a7763243845e96b6d68e03e472531e88a4f1b09f21 \
-    --hash=sha256:aad2a63e0dd386b92da3270887a29b308af4d7c750d8c4995dfd9a4798691bcc \
-    --hash=sha256:c408b46b2fd61952d519ea1af2f8f0a7a703e1433923ab1704c4131520b2083b \
-    --hash=sha256:cb8f044a8f5962613ce1feb4351d66f8d784bd072d36393582f351859b065f7d \
-    --hash=sha256:d1f6bce875ac2bb6b52514f67c185c564ccd299a05b65b7bab091a4c13dde12d \
-    --hash=sha256:d3d75343940e7bf9b85c830c93d34039fa015eeb341c5c0b4cd7a90dadfe00d4 \
-    --hash=sha256:d4373c984eba20e393216edd51a3e3eede56cbe93d4247516d205643c3b93121 \
-    --hash=sha256:d439c584e58434d0350701bd33f6c10b309e851fccaf41c121aed55f6851d8cf \
-    --hash=sha256:d77df3d1e15fc37a9329999979fa7868ba8655dbab21fe97fc7ddabac9e08cc7 \
-    --hash=sha256:e22446ad89f1cb7657f0d849dcdc345b48e2d10afa3daf2925fdb740f85b714c \
-    --hash=sha256:e7eef6ea2ed289af40e88c0be9f7704ca8b5de18508a06897c3fe21e0905efdf \
-    --hash=sha256:e98632da8f6410e6fb6bf66937712c949b4010600ccd3f22a5388a83e610cc3c \
-    --hash=sha256:f77674647dd31f56cb12ed13ed25b6ed43a056fffef051715022d2ebffd7a7d1 \
-    --hash=sha256:fce93a7473e2f4ee4cc280210968288d6a7d7ad8dc6fa7bb7892145e407085f9
+scikit-learn==1.3.2 \
+    --hash=sha256:0402638c9a7c219ee52c94cbebc8fcb5eb9fe9c773717965c1f4185588ad3107 \
+    --hash=sha256:0ee107923a623b9f517754ea2f69ea3b62fc898a3641766cb7deb2f2ce450161 \
+    --hash=sha256:1215e5e58e9880b554b01187b8c9390bf4dc4692eedeaf542d3273f4785e342c \
+    --hash=sha256:15e1e94cc23d04d39da797ee34236ce2375ddea158b10bee3c343647d615581d \
+    --hash=sha256:18424efee518a1cde7b0b53a422cde2f6625197de6af36da0b57ec502f126157 \
+    --hash=sha256:1d08ada33e955c54355d909b9c06a4789a729977f165b8bae6f225ff0a60ec4a \
+    --hash=sha256:3271552a5eb16f208a6f7f617b8cc6d1f137b52c8a1ef8edf547db0259b2c9fb \
+    --hash=sha256:35a22e8015048c628ad099da9df5ab3004cdbf81edc75b396fd0cff8699ac58c \
+    --hash=sha256:535805c2a01ccb40ca4ab7d081d771aea67e535153e35a1fd99418fcedd1648a \
+    --hash=sha256:5b2de18d86f630d68fe1f87af690d451388bb186480afc719e5f770590c2ef6c \
+    --hash=sha256:61a6efd384258789aa89415a410dcdb39a50e19d3d8410bd29be365bcdd512d5 \
+    --hash=sha256:64381066f8aa63c2710e6b56edc9f0894cc7bf59bd71b8ce5613a4559b6145e0 \
+    --hash=sha256:67f37d708f042a9b8d59551cf94d30431e01374e00dc2645fa186059c6c5d78b \
+    --hash=sha256:6c43290337f7a4b969d207e620658372ba3c1ffb611f8bc2b6f031dc5c6d1d03 \
+    --hash=sha256:6fb6bc98f234fda43163ddbe36df8bcde1d13ee176c6dc9b92bb7d3fc842eb66 \
+    --hash=sha256:763f0ae4b79b0ff9cca0bf3716bcc9915bdacff3cebea15ec79652d1cc4fa5c9 \
+    --hash=sha256:785a2213086b7b1abf037aeadbbd6d67159feb3e30263434139c98425e3dcfcf \
+    --hash=sha256:8db94cd8a2e038b37a80a04df8783e09caac77cbe052146432e67800e430c028 \
+    --hash=sha256:a19f90f95ba93c1a7f7924906d0576a84da7f3b2282ac3bfb7a08a32801add93 \
+    --hash=sha256:a2f54c76accc15a34bfb9066e6c7a56c1e7235dda5762b990792330b52ccfb05 \
+    --hash=sha256:b8692e395a03a60cd927125eef3a8e3424d86dde9b2370d544f0ea35f78a8073 \
+    --hash=sha256:cb06f8dce3f5ddc5dee1715a9b9f19f20d295bed8e3cd4fa51e1d050347de525 \
+    --hash=sha256:dc9002fc200bed597d5d34e90c752b74df516d592db162f756cc52836b38fe0e \
+    --hash=sha256:e326c0eb5cf4d6ba40f93776a20e9a7a69524c4db0757e7ce24ba222471ee8a1 \
+    --hash=sha256:ed932ea780517b00dae7431e031faae6b49b20eb6950918eb83bd043237950e0 \
+    --hash=sha256:fc4144a5004a676d5022b798d9e573b05139e77f271253a4703eed295bde0433
     # via howso-engine (pyproject.toml)
 scipy==1.12.0 \
     --hash=sha256:196ebad3a4882081f62a5bf4aeb7326aa34b110e533aab23e4374fcccb0890dc \