diff --git a/requirements.txt b/requirements.txt
index bddf331..923ea59 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -518,32 +518,33 @@ scikit-image==0.25.2 \
     --hash=sha256:e5a37e6cd4d0c018a7a55b9d601357e3382826d3888c10d0213fc63bff977dde \
     --hash=sha256:f4bac9196fb80d37567316581c6060763b0f4893d3aca34a9ede3825bc035b17
     # via -r requirements/base.in
-scikit-learn==1.7.0 \
-    --hash=sha256:014e07a23fe02e65f9392898143c542a50b6001dbe89cb867e19688e468d049b \
-    --hash=sha256:0521cb460426c56fee7e07f9365b0f45ec8ca7b2d696534ac98bfb85e7ae4775 \
-    --hash=sha256:0b2f8a0b1e73e9a08b7cc498bb2aeab36cdc1f571f8ab2b35c6e5d1c7115d97d \
-    --hash=sha256:126c09740a6f016e815ab985b21e3a0656835414521c81fc1a8da78b679bdb75 \
-    --hash=sha256:1babf2511e6ffd695da7a983b4e4d6de45dce39577b26b721610711081850906 \
-    --hash=sha256:2726c8787933add436fb66fb63ad18e8ef342dfb39bbbd19dc1e83e8f828a85a \
-    --hash=sha256:317ca9f83acbde2883bd6bb27116a741bfcb371369706b4f9973cf30e9a03b0d \
-    --hash=sha256:34cc8d9d010d29fb2b7cbcd5ccc24ffdd80515f65fe9f1e4894ace36b267ce19 \
-    --hash=sha256:5abd2acff939d5bd4701283f009b01496832d50ddafa83c90125a4e41c33e314 \
-    --hash=sha256:5b7974f1f32bc586c90145df51130e02267e4b7e77cab76165c76cf43faca0d9 \
-    --hash=sha256:63017a5f9a74963d24aac7590287149a8d0f1a0799bbe7173c0d8ba1523293c0 \
-    --hash=sha256:7d7240c7b19edf6ed93403f43b0fcb0fe95b53bc0b17821f8fb88edab97085ef \
-    --hash=sha256:80bd3bd4e95381efc47073a720d4cbab485fc483966f1709f1fd559afac57ab8 \
-    --hash=sha256:8ef09b1615e1ad04dc0d0054ad50634514818a8eb3ee3dee99af3bffc0ef5007 \
-    --hash=sha256:8fa979313b2ffdfa049ed07252dc94038def3ecd49ea2a814db5401c07f1ecfa \
-    --hash=sha256:9dbe48d69aa38ecfc5a6cda6c5df5abef0c0ebdb2468e92437e2053f84abb8bc \
-    --hash=sha256:9f39f6a811bf3f15177b66c82cbe0d7b1ebad9f190737dcdef77cfca1ea3c19c \
-    --hash=sha256:9fe7f51435f49d97bd41d724bb3e11eeb939882af9c29c931a8002c357e8cdd5 \
-    --hash=sha256:bf3755f25f145186ad8c403312f74fb90df82a4dfa1af19dc96ef35f57237a94 \
-    --hash=sha256:c01e869b15aec88e2cdb73d27f15bdbe03bce8e2fb43afbe77c45d399e73a5a3 \
-    --hash=sha256:c2c7243d34aaede0efca7a5a96d67fddaebb4ad7e14a70991b9abee9dc5c0379 \
-    --hash=sha256:d0c93294e1e1acbee2d029b1f2a064f26bd928b284938d51d412c22e0c977eb3 \
-    --hash=sha256:e2539bb58886a531b6e86a510c0348afaadd25005604ad35966a85c2ec378800 \
-    --hash=sha256:e39d95a929b112047c25b775035c8c234c5ca67e681ce60d12413afb501129f7 \
-    --hash=sha256:e7e7ced20582d3a5516fb6f405fd1d254e1f5ce712bfef2589f51326af6346e8
+scikit-learn==1.7.1 \
+    --hash=sha256:10679f7f125fe7ecd5fad37dd1aa2daae7e3ad8df7f3eefa08901b8254b3e12c \
+    --hash=sha256:13679981fdaebc10cc4c13c43344416a86fcbc61449cb3e6517e1df9d12c8309 \
+    --hash=sha256:16af2e44164f05d04337fd1fc3ae7c4ea61fd9b0d527e22665346336920fe0e1 \
+    --hash=sha256:1f812729e38c8cb37f760dce71a9b83ccfb04f59b3dca7c6079dcdc60544fa9e \
+    --hash=sha256:24b3f1e976a4665aa74ee0fcaac2b8fccc6ae77c8e07ab25da3ba6d3292b9802 \
+    --hash=sha256:2f2e78e56a40c7587dea9a28dc4a49500fa2ead366869418c66f0fd75b80885c \
+    --hash=sha256:2fd8b8d35817b0d9ebf0b576f7d5ffbbabdb55536b0655a8aaae629d7ffd2e1f \
+    --hash=sha256:30d1f413cfc0aa5a99132a554f1d80517563c34a9d3e7c118fde2d273c6fe0f7 \
+    --hash=sha256:3cee419b49b5bbae8796ecd690f97aa412ef1674410c23fc3257c6b8b85b8087 \
+    --hash=sha256:3ddd9092c1bd469acab337d87930067c87eac6bd544f8d5027430983f1e1ae88 \
+    --hash=sha256:406204dd4004f0517f0b23cf4b28c6245cbd51ab1b6b78153bc784def214946d \
+    --hash=sha256:40daccd1b5623f39e8943ab39735cadf0bdce80e67cdca2adcb5426e987320a8 \
+    --hash=sha256:4f1262883c6a63f067a980a8cdd2d2e7f2513dddcef6a9eaada6416a7a7cbe43 \
+    --hash=sha256:588410fa19a96a69763202f1d6b7b91d5d7a5d73be36e189bc6396bfb355bd87 \
+    --hash=sha256:781674d096303cfe3d351ae6963ff7c958db61cde3421cd490e3a5a58f2a94ae \
+    --hash=sha256:88e1a20131cf741b84b89567e1717f27a2ced228e0f29103426102bc2e3b8ef7 \
+    --hash=sha256:90c8494ea23e24c0fb371afc474618c1019dc152ce4a10e4607e62196113851b \
+    --hash=sha256:9963b065677a4ce295e8ccdee80a1dd62b37249e667095039adcd5bce6e90deb \
+    --hash=sha256:a10f276639195a96c86aa572ee0698ad64ee939a7b042060b98bd1930c261d10 \
+    --hash=sha256:b1bd1d919210b6a10b7554b717c9000b5485aa95a1d0f177ae0d7ee8ec750da5 \
+    --hash=sha256:b62b76ad408a821475b43b7bb90a9b1c9a4d8d125d505c2df0539f06d6e631b1 \
+    --hash=sha256:b7839687fa46d02e01035ad775982f2470be2668e13ddd151f0f55a5bf123bae \
+    --hash=sha256:bb870c0daf3bf3be145ec51df8ac84720d9972170786601039f024bf6d61a518 \
+    --hash=sha256:c711d652829a1805a95d7fe96654604a8f16eab5a9e9ad87b3e60173415cb650 \
+    --hash=sha256:ca6d31fb10e04d50bfd2b50d66744729dbb512d4efd0223b864e2fdbfc4cee11 \
+    --hash=sha256:e3142f0abe1ad1d1c31a2ae987621e41f6b578144a911ff4ac94781a583adad7
     # via -r requirements/base.in
 scipy==1.16.0 \
     --hash=sha256:03931b4e870c6fef5b5c0970d52c9f6ddd8c8d3e934a98f09308377eba6f3824 \