# Apple Silicon research lock: macOS 14.0+; regenerate with MACOSX_DEPLOYMENT_TARGET=14.0.
# This file was autogenerated by uv via the following command:
#    uv pip compile requirements/ci/research-env.in --generate-hashes --no-emit-package vaquum-limen -c requirements/ci/research-env.txt -c requirements/constraints.txt --python-version 3.10 --python-platform aarch64-apple-darwin -o docs/examples/requirements-research-macos.txt
attrs==26.1.0 \
    --hash=sha256:c647aa4a12dfbad9333ca4e71fe62ddc36f4e63b2d260a37a8b83d2f043ac309 \
    --hash=sha256:d03ceb89cb322a8fd706d4fb91940737b6642aa36998fe130a9bc96c985eff32
    # via
    #   -c requirements/ci/research-env.txt
    #   jsonschema
    #   referencing
build==1.5.0 \
    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f \
    --hash=sha256:302c22c3ba2a0fd5f3911918651341ebb3896176cbdec15bd421f80b1afc7647
    # via
    #   -c requirements/ci/research-env.txt
    #   -c requirements/constraints.txt
    #   ta-lib
certifi==2026.6.17 \
    --hash=sha256:024c88eeec92ca068db80f02b8b07c9cef7b9fe261d1d535abfd5abd6f6af432 \
    --hash=sha256:2227dcbaafe0d2f59279d1762ddddc37783ed4354594f194ffc31d20f41fc3db
    # via
    #   -c requirements/ci/research-env.txt
    #   requests
charset-normalizer==3.4.9 \
    --hash=sha256:0327fcd59a935777d83410750c50600ee9571af2846f71ce40f25b13da1ef380 \
    --hash=sha256:03d07803992c6c7bbc976327f34b18b6160327fc81cb82c9d504720ac0be3b62 \
    --hash=sha256:04ce310cb89c15df659582aee80a0603788732a5e017d5bd5c81158106ce249c \
    --hash=sha256:0d861473f743244d349b50f850d10eb87aeb22bbdcc8e64f79273c94af5a8226 \
    --hash=sha256:0e94703ec9684807f20cfb5eed95c70f67f2a8f21ad620146d7b5a13677b93e5 \
    --hash=sha256:0fa1aec2d32bcc03c8fa0f6f1712caad1adc38509f31142112e5c9daf5b9c833 \
    --hash=sha256:16b65ea0f2465b6fb52aa22de5eca612aa964ddfec00a912e26f4656cbef890b \
    --hash=sha256:16d10d789dd9bcca1173c95af82c58433122564b7bc39385124be735a35cbe99 \
    --hash=sha256:19ac87f93086ce37b86e098888555c4b4bc48102279bae3350098c0ed664b501 \
    --hash=sha256:1d22856ffbe153a602df38e4a5464f0b748a54002e0d69ac6d2ad0a197cc99ec \
    --hash=sha256:21e764fd1e70b6a3e205a0e46f3051701f98a8cb3fad66eeb80e48bb502f8698 \
    --hash=sha256:231ddcbb35e2ff8973e1365db41fe0572662893b99a05deb183b68ad4c0c8bd4 \
    --hash=sha256:253a4a220747e8b5faf57ec320c4f5efb0cef05f647420bf267143ec15dba10a \
    --hash=sha256:280081916dc341820640489a66e4696049401ef1cf6dd672f672e70ad915aca3 \
    --hash=sha256:2a441ea71902098ffe78c5abe6c494f44160b4af614ed16c3d9a3b1d17fd8ee2 \
    --hash=sha256:304b13570067b2547562e308af560b3963857b1fa90bd6afd978130130fe2d6a \
    --hash=sha256:32286a2c8d167e897177b673176c1e3e00d4057caf5d2b64eef9a3666b03018e \
    --hash=sha256:33bdcc2a32c0a0e861f60841a512c8acc658c87c2ac59d89e3a46dacf7d866e4 \
    --hash=sha256:375b83ed0aecfce76c16d198fbc21f3b11b337d68662bea0a995046682a11419 \
    --hash=sha256:3c09a49d6cde137258beb3d551994a2927fd35ad5cf96aed573f61bbd67c5f84 \
    --hash=sha256:3d92613ec25e43b05f042302531ec0f00b8445190e43325880cbd6ab7c2581da \
    --hash=sha256:40a126142a56b2dfc0aacbad1de8310cbf60da7656db0e6b16eebd48e3e93519 \
    --hash=sha256:416c229f77e5ea25b3dfd4b582f8d73d7e43c22320302b9ab128a2d3a0b38efe \
    --hash=sha256:432786d3561e69aeeae6c7e8648964ce0ad05736120135601f87ac26b9c83381 \
    --hash=sha256:43b9e366a31fdd1c87d0eb08f579b4a82b723ea54338f040d6b4e518a026ea29 \
    --hash=sha256:440eede837960000d74978f0eba527be106b5b9aee0daf779d395276ed0b0614 \
    --hash=sha256:45b0cc4e3556cd875e09102988d1ab8356c998b596c9fced84547c8138b487a0 \
    --hash=sha256:476743fe6dfe14a2da12e3ac79125dc84a3b2cf8094369a47a1529b0cd8549fe \
    --hash=sha256:4773092f8019072343a7447203308b176e10199920eb02d6195e81bbb3274c29 \
    --hash=sha256:4b3dac63058cc36820b0dd072f89898604e2d39686fe05321729d00d8ac185a0 \
    --hash=sha256:4d1c96a7a18b9690a4d46df09e3e3382406ae3213727cd1019ebade1c4a81917 \
    --hash=sha256:51307f5c71007673a2bf8232ad973483d281e74cb99c8c5a990af1eefa6277d9 \
    --hash=sha256:51447e9aa2684679af07ca5021c3db526e0284347ebf4ffcec1154c3350cfe32 \
    --hash=sha256:58150c9f9b9a552505912d182ccdf26f6396fb6094816ceebcbb20eecabaed94 \
    --hash=sha256:5b10cd92fc5c498b35a8635df6d5a100207f88b63a4dc1de7ef9a548e1e2cd63 \
    --hash=sha256:5e226f6218febc71f6c1fc2fafb91c226f75bdc1d8fb12d66823716e891608fd \
    --hash=sha256:609b3ba8fcc0fb5ab7af00719d0fb6ad0cb518e48e7712d12fd68f1327951198 \
    --hash=sha256:60f44ade2cf573dad7a277e6f8ca9a51a21dda572b13bd7d8539bb3cd5dbedde \
    --hash=sha256:611057cc5d5c0afc743ba8be6bd828c17e0aaa8643f9d0a9b9bb7dea80eb8012 \
    --hash=sha256:6366a16e1a25018694d6a5d784d09b046edc9eac40ea2b54065c3052672516a1 \
    --hash=sha256:65a7ff3f705e57d392f7261b6d0550fe137c3019477431f1c355e0db0a7d3e15 \
    --hash=sha256:673611bbd43f0810bec0b0f028ddeaaa501190339cac411f347ac76917c3ae7b \
    --hash=sha256:67830fc78e67501f47bb950471b2dcb9b35b140084429318e862895a8e89c993 \
    --hash=sha256:68ce9f4d6b26d5ccbf7fd4459bf75f74a0a146677ebba80597df60cbdb20e6f4 \
    --hash=sha256:68e5f26a1ad57ded6d1cfb85331d1c1a195314756471d97758c48498bb4dcdf5 \
    --hash=sha256:69b157c5d3292bcd443faca052f3096f637f1e074b98212a933c074ae23dc3b8 \
    --hash=sha256:75286256590a6320cf106a0d28970d3560aad9ee09aa7b34fb40524792436d35 \
    --hash=sha256:78841cccf1af7b40f6f716338d50c0902dbe88d9f800b3c973b7a9a0a693a642 \
    --hash=sha256:78fa18e436a1a0e58dbd7e02fc4473f3f32cceb12df9dfca542d075961c307d2 \
    --hash=sha256:79580094b00d1789d1f93ea55bc43cb2f611910c72235b7657f3482ddcc1b22d \
    --hash=sha256:7b86a2b16095d250c6f58b3d9b2eee6f4147754344f3dab0922f7c9bf7d226c9 \
    --hash=sha256:83aed2c10721ddd90f68140685391b50811a880af20654c59af6b6c66c40513c \
    --hash=sha256:84fd18bcc17526fc2b3c1af7d2b9217d32c9c04448c16ec693b9b4f1985c3d33 \
    --hash=sha256:871ff67ea1aad4dfd91736464934d56b32dac49f9fbe16cddba36198a7b3a0db \
    --hash=sha256:898f0e9068ca27d37f8e83a5b962821df851532e6c4a7d615c1c033f9da6eedf \
    --hash=sha256:8a79d9f4d8001473a30c163556b3c3bfebec837495a412dde78b51672f6134f9 \
    --hash=sha256:8c041122946b7ba21bb32c45b1aa57b1be35527690aeb3c5c234521085632eee \
    --hash=sha256:90c44bc373b7687f6948b693cceaea1348ae0975d7474746559494468e3c1d84 \
    --hash=sha256:9104ed0bd76a429d46f9ec0dbc9b08ad1d2dcdf2b00a5a0daa1c145329b35b44 \
    --hash=sha256:920079c3f7456fa213e0829ed2073aaa727fd39d889ead5b4f35d0de5460d04f \
    --hash=sha256:93d59d504b230e83c7a843251681959a0b6a9cd76f6e146ce1b8a80eb8739af9 \
    --hash=sha256:9b2aff1c7b3884512b9512c3eaadd9bab39fb45042ffaaa1dd08ff2b9f8109d9 \
    --hash=sha256:9b8e0f3107e2200b76f6054de99016eac3ee6762713587b36baaa7e4bd2ae177 \
    --hash=sha256:9bb41182d93ea91f60b4bc8fbf4c820c69ef8a12ab2d917f3f1834f1acad07e8 \
    --hash=sha256:9cdef90ae47919cae358d8ab15797a800ed41da7aba5d72419fb510729e2ed4b \
    --hash=sha256:a1786910334ed46ab1dd73222f2cd1e05c2c3bb39f6dddb4f8b36fc382058a39 \
    --hash=sha256:a4cfde78a9f2880208d16a93b795726a3017d5977e08d1e162a7a31322479c41 \
    --hash=sha256:a4fbdde9dd4a9ce5fd52c2b3a347bb50cc89483ef783f1cb00d408c13f7a96c0 \
    --hash=sha256:aa99adc8f081b475a12843953db36831eaf83ec33eb46a90629ca6a5de45a616 \
    --hash=sha256:ac351b3b8014eead140e77e9717e2992c6bbe30b63bc3422422eb84865412e3d \
    --hash=sha256:ad41ba96094304aa090f5a30cb6e4fb3b3f1c264c523394b4c39bbacc4dc92ba \
    --hash=sha256:b5314963fce9b0b12743891de876e724997864ee22aa496f903f426c7e2fa5b2 \
    --hash=sha256:bcf74c1df76758a395bf0af608c04c82257523f55c9868b334f06270d0f2112b \
    --hash=sha256:bd47ba7fc3ca94896759ea0109775132d3e7ab921fbf54038e1bab2e46c313c9 \
    --hash=sha256:c0323c9daef75ef2e5083624b4585018a0c9d5e3b40f607eed81a311270b934b \
    --hash=sha256:c1225416b463483160e4af85d5fc3a9690ccb53fd4b1865a6437825f5ede3209 \
    --hash=sha256:c1c948747b03be832dceed96ca815cef7360de9aa19d37c730f8e3f6101aca48 \
    --hash=sha256:c25fe15c70c59eb7c5ce8c06a1f3fa1da0ecc5ea1e7a5922c40fd2fa9b0d5046 \
    --hash=sha256:cc1b0fff8ead343dae06305f954eb8468ba0ec1a97881f42489d198e4ce3c632 \
    --hash=sha256:cd6280cf040f233bd7d3407b743b4b4c74f70e8e1c4199cb112a62c941c0772a \
    --hash=sha256:cd6c3d4b783c556fa00bf540854e42f135e2f256abd29669fcd0da0f2dec79c2 \
    --hash=sha256:d4d6fcde76f94f5cb9e43e9e9a61f16dacefd228cbbf6f1a09bd9b219a92f1a1 \
    --hash=sha256:ddf4af30b417d9fe16481e9b81c27ab2a7cde1ff7ba3e85653b02db7d145dc7b \
    --hash=sha256:df115d4d83168fdf2cae48ef1ff6d1cb4c466364e30861b37121de0f3bf1b990 \
    --hash=sha256:df7276909358e5635ae203673ab7e509ddd224225a8d6b0790bf13eb2bde1cc5 \
    --hash=sha256:e4fd89cc178bced6ad29cb3e6dd4aa63fa5017c3524dbd0b25998fb64a87cc8b \
    --hash=sha256:e9701d0049d92c16703a42771b98d560b95248949f23f8cf7b4eddd201814fb9 \
    --hash=sha256:ee2f2a527e3c1a6e6411eb4209642e138b544a2d72fe5d0d76daf77b24063534 \
    --hash=sha256:f7fb7d750cfa0a070d2c24e831fd3481019a60dd317ea2b39acbcebc08b6ed81 \
    --hash=sha256:f840ed6d8ecba8255df8c42b87fadeda98ddfc6eeec05e2dc66e26d46dd6f58a \
    --hash=sha256:f86c6358749bd4fda175388691e3ba8c46e24c5347d0afd20f9b7edfc9faf07d \
    --hash=sha256:fa36ec09ef71d158186bc79e359ff5fdd6e7996fe8ab638f00d6b93139ba4fcf \
    --hash=sha256:fe2c7201c642b7c308f1675355ad7ff7b66acfe3541625efe5a3ad38f29d6115
    # via
    #   -c requirements/ci/research-env.txt
    #   requests
click==8.4.2 \
    --hash=sha256:9a6cea6e60b17ebe0a44c5cc636d94f09bd66142c1cd7d8b4cd731c4917a15f6 \
    --hash=sha256:e6f9f66136c816745b9d65817da91d61d957fb16e02e4dcd0552553c5a197b76
    # via
    #   -c requirements/ci/research-env.txt
    #   -c requirements/constraints.txt
    #   vaquum-limen
cloudpickle==3.1.2 \
    --hash=sha256:7fda9eb655c9c230dab534f1983763de5835249750e85fbcef43aaa30a9a2414 \
    --hash=sha256:9acb47f6afd73f60dc1df93bb801b472f05ff42fa6c84167d25cb206be1fbf4a
    # via
    #   -c requirements/ci/research-env.txt
    #   -c requirements/constraints.txt
    #   vaquum-limen
coverage==7.15.1 \
    --hash=sha256:00b6703c6640075cdce5124e9335dfdf9167272475301828acfdd09c0e5ee731 \
    --hash=sha256:05d87c2a43373ad6b976d0a99ad58c48633633bcdeb896dc645a006472cc4a71 \
    --hash=sha256:09b3b088aa24489c4082bcc35fcc8224281ab94a653dfb6d3f0c8165b0d628ab \
    --hash=sha256:0a545ef5384d787d0fcac6c349afc2c5f99dcc39e13ed3c191b2c06305f64c04 \
    --hash=sha256:0c579056b0de461b3a62318b63d0b6ce90aed7f8158d3f00da094df82f29d189 \
    --hash=sha256:0f410ee8f0ac4ec7db71bc0b7632a8b9994e1cad2755bd1566c17e6a162caa74 \
    --hash=sha256:1174900a43f6f8c425fee10d7dbddc308adefcdc78aaced32357f5ab750a0e90 \
    --hash=sha256:165e9949eaf222ef1f018635d0d7f368a23bfe0212af558534c40d8c04686d67 \
    --hash=sha256:1678eb2dc57a8ce67601b029582ef6d41e9e6ca22692aaeccd4107e40f27386c \
    --hash=sha256:18ea20e3922d7f8ca9e0ef1084408d08c4ad62d5e531cb9c1f6896a99297ebea \
    --hash=sha256:1ce6947e2a95534ecaa5a15e73c21e550514c980d80eda204d064d789a95f6a4 \
    --hash=sha256:206d4ec6028f2773b40932d09f074539d6bcdd8f6b318d40cb04bdbd68ed0b49 \
    --hash=sha256:23214bdbe226f2b0e9c66a7d6a1d59d4a88045dcf86e702cf0fe0d0935e3d615 \
    --hash=sha256:24d8e85a2a45e44883b488c2659f51fa761dad5353fdb319b672a93facbd2ca9 \
    --hash=sha256:26a40cbf2b13bd94af53ee02a424cb3bb96a9edfac0d00834bd068512a62714b \
    --hash=sha256:26f89cf6d0634375f454fa71057945ad18edb0f1607a90fecf22c57dc3dc289a \
    --hash=sha256:2afce82f2cf8f4c9002746a42755e1dc61baff33d9f7ab5569b4c9101f8f4d1d \
    --hash=sha256:2b25f0f0fa5260df9d7bb55d47c8bdc23fa3382c1a18f7c9cae122e6c320b1ad \
    --hash=sha256:2de8ecbbc77c7e4d22572779920ed8979c69168675e96be3a548c996568c6c31 \
    --hash=sha256:345034976f46a1c54bd17f4e43eb30bb92cb7082fcddff03250cff136cc4eb82 \
    --hash=sha256:34fe7cf79d5f1f87f2e8ce7dc1c32950841f50e10d0120f263856acfad66de34 \
    --hash=sha256:359f3fbe09a51500c51966596ee4ee4070b356552c70b3b2420eb200d68e0f76 \
    --hash=sha256:3ad9a0eac4728327fd870d52f74d2e631d176c5f178eaea2d9983ab5b9755a55 \
    --hash=sha256:3c78f0cea7275342cf2adc2ad5fdd0aafa106ad91e66d573568f2fcf62c41df5 \
    --hash=sha256:3ea65e3ee6c7c32349fd00559927a9e577bdd72386087eeed1c42b62dfce9b82 \
    --hash=sha256:433a73200848e80f27712fc113b6ff5311f29b479a7d3bd4b1106138a77f9674 \
    --hash=sha256:4a2effcbd93ae340a58db718fe4181d967f84d352c4cefeaab4ff82ce813901a \
    --hash=sha256:4f051a64eb8f8addb4661c2b41d6eea5b7ebc68ad4b2baea8d9bc54e1956e5f7 \
    --hash=sha256:5bbe2a06e0a5e1404d9ffbdb49b819bbd6a3bb198ebea4c8dfe7ad9f1e1c2e81 \
    --hash=sha256:5d0297e6a070eadb49df7cddd0ab6f420b8b689dd8904c7dd815a323168fa57e \
    --hash=sha256:5d3de58b837375e7f4c0e1a088ccab5f655efb2fd7427b729df02c862a559633 \
    --hash=sha256:5d6fa45079db9fbeba0a69e3d91189f05301d6ac918162a53179d32fc9ed4910 \
    --hash=sha256:5e2d2536d2f57a354aa382ed303ac0e2e5c9522a508c05b998d26181b94163a7 \
    --hash=sha256:620482ef1c9f4e61f962e159325fe77dea59d16e39d9c9470d069053b244d864 \
    --hash=sha256:6506330b4a8dcf53b95bd84d8d0e817107cdb3fc1438e835029cdf0bc6612eb0 \
    --hash=sha256:664e279ed40599b8ed16f4db18d92a7e212c73129672bec8f5d96d4da48d2404 \
    --hash=sha256:6827ac0519be3fe91bf96b4060eb00d1d24f82649b29862cd75a3cfca248b02a \
    --hash=sha256:68931b5fe746ed4fdaa8892989cab9e6c35781eeb3b0ab2ded893d561e1b3652 \
    --hash=sha256:6f0bab60a582d415f0fb535ccff13ba334a47a1538f98913330a525d23bd535a \
    --hash=sha256:717d01e6e00bed56ad13306f19e0dd2f4f645ee8159d2c72c72301d6cfc7090c \
    --hash=sha256:71ac4ca1658ca99160fd58cc6967110e989c34b04627f24ed6ec9f70fb24571a \
    --hash=sha256:724e878b213b302ad46e9f2fc872d386613f20ebfc492a211482d917ea76c14f \
    --hash=sha256:764e045811f9c8cda436641f3f088283351d331a519b5807f19041cd0a68da1c \
    --hash=sha256:771caba880fee96493d18dfc465c318e08ab74e3bc2a3e4089e52514be6a6e54 \
    --hash=sha256:7911b02f57053adf8164ae63edb1c26574d24dfccabadc5268cf69310a69a358 \
    --hash=sha256:81572011fc1fc271317da35da593944daef7bfd507085e35751abbe702b74f69 \
    --hash=sha256:81e503d130a472ad1bd38199ecd35116b40d92bcd31e27a2cacde035381f2070 \
    --hash=sha256:841befdbc89b9c82435fc25b0f4f41858b6238693e45af758bec4cfc1968171c \
    --hash=sha256:8697b2edb57143546a24389efc11e1b000cd5800fc20d84f04edb601e4a7cfb8 \
    --hash=sha256:86bd37eabe39977216f630a7fc1b698e7f5e81a191c7186013245c6c3d313f9d \
    --hash=sha256:895e65c96aef0cecea250f6e35e9a32f11375514e1a0cb5210e0fda128c04e8e \
    --hash=sha256:8c7953c4128ef53b6ffb5f90d87c87d4ce26731df294760bb2314eb0e069e44b \
    --hash=sha256:8cc316264317b07a9e90d7f2b4188a15e36e9b54e651081b791b0515fa612a29 \
    --hash=sha256:8f765d13c08497687d0780cca66115c6aa4ba6703ad43b61e94fab9db689e3a3 \
    --hash=sha256:916fcf2214f56960e409561b37fc32a160a42b6e85483d0652d7b70fa55d707e \
    --hash=sha256:962aa56c1c9b016d681265880eb6acc9966029d2c4c559319cc43a1abbb9b59a \
    --hash=sha256:985657ebd707941de90d488d1cbb5efac20bdf81f7b91eba771624ccda4d36f4 \
    --hash=sha256:98847557a6859cadf693792ce89f440cb89692993f60dc6d3a7e35f3d340216f \
    --hash=sha256:a318112bb4f79d9d04766196d5a3388caa825908a6a9b052aa87de3d9aea7c61 \
    --hash=sha256:a524fca1a6f08927d9dc2d4c873cfb7bd7202c247f08b14bdc02424071b8b304 \
    --hash=sha256:a7625770f7720b49bb30d194ad2f8d50fab3c5177874af3d2399676f95f9c594 \
    --hash=sha256:a886af95f59edf67d5770fd3564d53f4a8af93f25f8c1d60d27e00d7f5674ee8 \
    --hash=sha256:aab9902a64b8390e3b56e539fddae1d79a267807fe5cb0c18d7d2f544ce867e2 \
    --hash=sha256:afaa144b8f5b3bc69fe0ce50d401c46b01ab264782553bfd05a3f98804524ecb \
    --hash=sha256:b1801963f9f44ae0c0f6d737bc7aeb2bbcde7d1fe7e3b43cddc1961af42d3b41 \
    --hash=sha256:b4ee9818e8bae3544379ad2c09b851c4fb886aaa8860d57a1c1316ddcb16db49 \
    --hash=sha256:bb5f6c2cf1ffd0bf2bd925c7cdcae9b4f208e9696d453ed51eb1f5fa0cc5b45b \
    --hash=sha256:bde0fe24083d0b7b3dbafa7a09f0796410af1afa2523f28f5f208d8340a4aaca \
    --hash=sha256:c337da8fca7ea93ab43f3868cfcde6cf6dad32c3906b273cfbad5d7390bc423b \
    --hash=sha256:c6829d9a3b55ad2b73ef5fda8302e5be03683789e88b1a079dcf4a773229c21d \
    --hash=sha256:c6db15c217693bdc3ca0b84de1ba9afafe1c14c26a8a29d77f4ed0de2b6132e2 \
    --hash=sha256:cc3656c9ecc27b36bd0907455b77f83c0069ca9ad4a66dec892b76c696eb6047 \
    --hash=sha256:ce2f05c14d077f406fefc4fa5e4f093ad0e0787549f6582535d6e28766f0361b \
    --hash=sha256:d385fc9b054e309ad3cecdc77b586d2af0c98aeec2fdb3773544586f366e817c \
    --hash=sha256:d4e47e7eea81a8ccf060a07627654151d929da62c7b715738387c200905cec89 \
    --hash=sha256:d70f3542cd38de85a9e257dcb1ac4c1ab4b6d7d2c2a645809207556628755d1c \
    --hash=sha256:d78aa537237212c4313aabe5e964b66acc86350ed19ebc56a3e202df33b6077b \
    --hash=sha256:d9476292594309db922cc841dd13b303b3c388f4c25d279884f7e2341c681f80 \
    --hash=sha256:db3403fdb7a94d5eb73e099befad8104d2a7d110a0f0d99df0de61c5d1fa756c \
    --hash=sha256:df164be93b46b4825cc39339440a05edc54c4d1d865ba4a60fd43d151a2a1cd3 \
    --hash=sha256:e1b6099490e5f88569c46b18605f556c3b30acc9a0a219cf7ef8fab8f7161ec4 \
    --hash=sha256:e55d24cada901963eed5bc89fa562aa033f0d84b9d3de4ecf363737c13aed11e \
    --hash=sha256:eb5fa75dc3d30e3a1b75da97973479b20ffa9b0641ff56d6e94b5f3e210daa54 \
    --hash=sha256:f1198bca9c0dd7c188aae1f185b0c0b5fc4f0a2b6909000858c29550320bdb07 \
    --hash=sha256:f4c5a5eff4ad4f9f7088fd3fc7a66d98d06566ee294b3b053309fb0a3b45be1e \
    --hash=sha256:f6d0a28b63a0d75f9ed5118105d1154fc3aa40a8605a30d5d87e3d043ad90fe7 \
    --hash=sha256:f837bae572c7869ffaa502e604c87e182543012831cf87aae4586ad090ac6dcf \
    --hash=sha256:f89f7453d6d46db14cf233e2cd8edcd78de2b9c49d4f1dc109590b4e5dbfbb74 \
    --hash=sha256:f8a51a8ec382c39d939cba0ab07ae949077ae4e842343bd4eed22d432358cea9 \
    --hash=sha256:fa75dc099c126e941a9c0baa8ebd2cbc78bd778687534fe410baf754f6d9e374 \
    --hash=sha256:fc868bab88e049d41fcd41766810d790a8b960053be2a45e060f5ce0d31d258b
    # via
    #   -c requirements/ci/research-env.txt
    #   -c requirements/constraints.txt
    #   -r requirements/ci/research-env.in
exceptiongroup==1.3.1 \
    --hash=sha256:8b412432c6055b0b7d14c310000ae93352ed6754f70fa8f7c34141f91c4e3219 \
    --hash=sha256:a7a39a3bd276781e98394987d3a5701d0c4edffb633bb7a5144577f82c773598
    # via
    #   -c requirements/ci/research-env.txt
    #   hypothesis
    #   pytest
execnet==2.1.2 \
    --hash=sha256:63d83bfdd9a23e35b9c6a3261412324f964c2ec8dcd8d3c6916ee9373e0befcd \
    --hash=sha256:67fba928dd5a544b783f6056f449e5e3931a5c378b128bc18501f7ea79e296ec
    # via
    #   -c requirements/ci/research-env.txt
    #   pytest-xdist
filelock==3.29.7 \
    --hash=sha256:5b481979797ae69e72f0b389d89a80bdd585c260c5b3f1fb9c0a5ba9bb3f195d \
    --hash=sha256:987db6f789a3a2a59f55081801b2b3697cb97e2a736b5f1a9e99b559285fbc51
    # via
    #   -c requirements/ci/research-env.txt
    #   torch
fsspec==2026.6.0 \
    --hash=sha256:02e0b71817df9b2169dc30a16832045764def1191b43dcff5bb85bdee212d2a1 \
    --hash=sha256:f5bac145310fe30e16e1471bd6840b2d990d609e872251d7e674241822abf01a
    # via
    #   -c requirements/ci/research-env.txt
    #   torch
hmmlearn==0.3.3 \
    --hash=sha256:06abdc7f1905c1c10132e62d4e9d6bdf88bf17d267cae68b6ad834b0c2efef0b \
    --hash=sha256:0a174a1bf9db0971161c778b451ec8236a13c8fe9b0d1779e922179200f04de4 \
    --hash=sha256:1128973a42fcf631579ef1b305e57e342aaf8769839a9899bff614ccc9d82c21 \
    --hash=sha256:11de9f8bc0bea1a70cdfeca9466682c2131b00da53d0898f3b1d79aadffa85a9 \
    --hash=sha256:132846bdaf77731987e5b49aeb290f2ff38db9562fb1100731a20cfcae0edfc4 \
    --hash=sha256:1411f05a0241cea01791eb91eeecaad76c15a5f0b3de536d6e82a8424a2b0f86 \
    --hash=sha256:1d3c5dc4c5257e0c238dc1fe5387700b8cb987eab808edb3e0c73829f1cc44ec \
    --hash=sha256:1fcbf1438a5313b7da03ac380ff36d1578ebf515eb47bb269a1c1ecbf9bd59e2 \
    --hash=sha256:31390af12828999c11c6bb6417b91ee5d07f5ee7a91cb116d8ca763d1f4d9552 \
    --hash=sha256:41d8e2ae07ac5e9e48e693a4918e3a3717edd32328bd4b9d878c323c5358e625 \
    --hash=sha256:491f3bd9e3c01fa1201057e1de2c87039fed0e225ad562111ad4a0e25c40ef00 \
    --hash=sha256:498ad4758e069dac03ec15a9c1424cae2b6fa0422139f910d89c8757fed1363a \
    --hash=sha256:49ed0d2451d9884d0bdfbe84dd14b3a699382b00bed931d6a5ca46997978a1c4 \
    --hash=sha256:4a6da5aa01bb9beeef311706b03c16d411f93ef68220ad442f2eca8ef39da0a6 \
    --hash=sha256:517fdb17711181933b253f6d1970e2b2b6f2ec1bd7239de6f88d83c8e6a28fc8 \
    --hash=sha256:67af5823bc3b60b8cda7e9315f79b807aae9467fd7cb29aeafb789baa9b0f09e \
    --hash=sha256:6cd27dc66bfe7f6ff77804f7dbfe42b35d18e21403eb2bdfef0de6ad3bd2368f \
    --hash=sha256:71a222a04d2b7c97299e9233342e2a446e218a740f2bcfa03eae88265d18424a \
    --hash=sha256:86ad9fa4319588212c0bc7f7f9a050b01138f76b7f69d83f50d687fe4f9dcd28 \
    --hash=sha256:898e2fd51244db793659b4eac584871addaf6e57efe72121e753d57b3fb1128f \
    --hash=sha256:8f39d658a6366cb839157bdd8a075c62a43d3175e0f453145b5f2cdcdc05b4e3 \
    --hash=sha256:97b81ce4da69a70f16a16e3ab0060d89b44b51b7e8b18907a8a2bde8ea53f67d \
    --hash=sha256:a1e5398e43141f70232de799a08d4a4eab19ca7db86f56cea8509f68857146e9 \
    --hash=sha256:ad627014efb7ec8bb94746ff4b89ddb5c30444fae1a9f8c14a512f8e40449c46 \
    --hash=sha256:ad910c05fb42f4261b5cebd683adc44e270cfb53330d21a5ce2bd907df9703fe \
    --hash=sha256:ade68e4dfed1e60233afe0169de101f6b670eb83ec66f3c0691230dd7276c0bf \
    --hash=sha256:b1646234be8f8689c2af13529492322fe7681eb0de5ae2610d191035fe75ddf9 \
    --hash=sha256:b5747d9542e8621dd7aae35f191e2d18e99148a71e88ab6867b51ae5b2044d98 \
    --hash=sha256:e6a807f79b5ecaaf57e899d0b876f76ac029026c4d9b2b2ba8c277205905e0f3 \
    --hash=sha256:eebd93dca06b2ec6e7196a0b432118de3f4050bf7f75497d54d068d7e238c537 \
    --hash=sha256:fea742fb093e722b8a75f21fe8648be135cdf62a497ae8d58bb2d798eadffe96
    # via
    #   -c requirements/ci/research-env.txt
    #   -c requirements/constraints.txt
    #   vaquum-limen
hypothesis==6.156.6 \
    --hash=sha256:01bb8270c46b3ef53b0c2d23ff613ea506d609d06f936d823ea57c58b66b05f7 \
    --hash=sha256:02accb187617ebaebb120da931f799a3cb0df7c38706f97f9d022441d4faf533 \
    --hash=sha256:050c8c0815f88d47dd0875a92698d20d61639b7b721ee043a6d687c7f14ff7d8 \
    --hash=sha256:07f2bc9df1aeba80e12029c1618e2ee54abc440068c305d7075ffd6b85251843 \
    --hash=sha256:08796b674c0b31a5dd4119b2173823390055921588d13eb77324e861b00fd7f8 \
    --hash=sha256:1f81163d36d3763b09ffaef7c3a71e88174ca3e6816201fca9d1d159f448fdb5 \
    --hash=sha256:2d47054d0230f0dd9b6868fc030126c7a6c25527144272ff376cc4e9c39f7540 \
    --hash=sha256:32710718c22fe8c5571464e898bb87d282837b02617d6ad68130abf7cb4843cb \
    --hash=sha256:34a70a7b8226e34d658072d8fb81d03f97f0a75ceb536329a321b94ce2232fd6 \
    --hash=sha256:38cd0c4a7b9f809f1e23a4d15adfa9c5d99869b9afc327350a5e563350b78e48 \
    --hash=sha256:38ed3178526382d392d04ad699ad7a2e53845e521a09d40f1cbbc1e1ff63ba48 \
    --hash=sha256:42760873d6db1069d6edbaa355a61b9078a9950259efcfc72fc695741d7db7cd \
    --hash=sha256:455f09107ec07c78f2a83cb8fc19e23879c9d51cdc831de6f9cb6ec4059cb9af \
    --hash=sha256:4c108655960b58ded3ca71b2dc5c69fb2ba7e9c723aeb6106facec3892d09087 \
    --hash=sha256:4ca8cc26ea2d31d22cf7710e92951cfaa921f0f8aa1b6db33a5176335f583a4f \
    --hash=sha256:5291bd33c4704d274d7c214d5c200e77f372a06644f5cbbe96dcbe53cb2fbf10 \
    --hash=sha256:556b905767e36147918634a64356aa05d8c956576f00aee01eb351678f193908 \
    --hash=sha256:55f3ec50161b4a95bae63bff2b5166e45935b493013d3be30ede279bf6192318 \
    --hash=sha256:583a658162ee7e1a82155e3f146932a3a2269030294f3c83f5cf52fcaa0562c3 \
    --hash=sha256:59a8def90d9a5a9b67e1ac529e903a2363ceb6cf873c209da6b4284c5daab671 \
    --hash=sha256:5ad94e28aabf4db0d479297d43b8a2a01e7caaa9bdfccfdac7a4a3717e05b993 \
    --hash=sha256:5baec7943a14d106e982121dd4f74cfc5ef45e37c17f94fe49338d3d1377f38c \
    --hash=sha256:5bfa3c7b758f7278081c6bfec5f89b43c4eb075c0c9eb095323f7a9eb019b513 \
    --hash=sha256:5e0afdf79cceed20fcf0a9fb80d4064a9b2b53d4d4eecbac0e21208a13f5a31b \
    --hash=sha256:74137bef6d502305c3648b2ed1a9bb4bc05fb1025e96b30a2c092204c40fe097 \
    --hash=sha256:7489b9a8f9df8227edd6c7cd8b9ccfab2483bab24da6a474c175973ca2294f58 \
    --hash=sha256:7baca17f4803ad4aa151732326f3990baf54c3127df44aa872ac5bdf8a98a9a6 \
    --hash=sha256:7c8d37bebb6924729bc0bbf5852689df568842948abe4d93dd0ad3377adf76fa \
    --hash=sha256:8083806645f84243aade727f4978185caaa0b7190af4318673999ee15fdbf424 \
    --hash=sha256:84dc89caaf741a02f904ca7bd02b1af99650c75552868162290208aeecb70858 \
    --hash=sha256:8893b4da90e06828846c1b100c3414a7729d047a020d854c0899ae9339df0e70 \
    --hash=sha256:9367ae25dfa6dc1af37904785e43c4f8fe1c4118cafdc2f06514154fbdd90992 \
    --hash=sha256:96de02faefa3ce079873541da96f42595583bb001e8e4219294ed7d4501cc4cc \
    --hash=sha256:983a5cfd955994bffc7eb02976241f7a1f3c2d94dbc3389430c45858fa5c1ae0 \
    --hash=sha256:a2a728b514fceb81e3f0464508911d5220fd74dadc3270f859427a686b60c4cf \
    --hash=sha256:a922eedcd8618f9c2e17b79fa7b3f3f0b2df34e201958611cc3f0f46cca33c10 \
    --hash=sha256:afec0631a7a557acb50f665108b5d1d1123c21bc702d156a740db1cc33be4a7d \
    --hash=sha256:b4e66aaa7385538a5d617174d47c198ee807f06de99e282a67c6cb724c69340d \
    --hash=sha256:b5f519905ddeb10e23b8ba2c254541a5b1a8f146fe0551be94d972f4a77226f4 \
    --hash=sha256:b7fc0b7df9b28d028e4cc295b2ac8fbbbc22e090a23382c92fff5e37696be74f \
    --hash=sha256:c3363d3fb8015594636689572510bb6090602d8e8e838a5693c2d52d3b5b09d8 \
    --hash=sha256:c3f2604b28d16d696aaaf4954d20f907b27e54034df98e64746a20c74c319f03 \
    --hash=sha256:c4a787c3af0035846034461792f2a62f1c43af850feb970a5b53a629d64b52fb \
    --hash=sha256:c574c3224563d730848bc5d1ef1683c4f83993400c0167899fe328f4bfcd4725 \
    --hash=sha256:c76634c45a3ceee4c4fdfed39aebd08b8b822ec8b0c556877ef82846fd777730 \
    --hash=sha256:c7c3f067166bfc28b67f0042fc5fdcc87b3b58664da0c2f563fe544448b7ab3b \
    --hash=sha256:caf6a93d011c10972da111c38ceb34ced20feaa8581e2b350c0655b022e27875 \
    --hash=sha256:cbc2ec7b7d905e6b6ec1635f6340bfa52aaab718101c59f052bc012a6b486cd8 \
    --hash=sha256:d0db1f4573800c618773622f03cb6533bb3377430ef938c9476ba10c39d22591 \
    --hash=sha256:d4ea6559c13606e13b645927f2e0906e52b5ac5d99b40d3abaaeb2e8c7ceeb75 \
    --hash=sha256:e96570ca5cdd9a5f2ff9e80a6fb2fd5420ebf33b833d7de5b09b6ebb26a3eb6c \
    --hash=sha256:eb7e9f8343bc6b948937e6ec12e6879ed25a17b53ceccbd2b84adadd3d511698 \
    --hash=sha256:f0d73edab7b8a0051b3634f2d04d62b7e7282f8f274963b11188ee4957d672ef \
    --hash=sha256:f1969646beead7d8cf6a2537d2765af89d73056e2cb218e7fae92b83802250a3 \
    --hash=sha256:f57842c1c5314839bdf4be5cff108589ff435cd7192c035dc48e6f14032915a5 \
    --hash=sha256:f9600277defbfa769d8a6af264cbdff16294682c210c2d058ef39348fec16c0c \
    --hash=sha256:f9631cd604ae6032c3edf99160dc1b9e33873f2e52762246b24f07fb758652ae \
    --hash=sha256:ffe012ad66dbe7b8e8ddef6f6992ab1b36719ea64430c2bf1ff7135521052a15
    # via
    #   -c requirements/ci/research-env.txt
    #   -c requirements/constraints.txt
    #   -r requirements/ci/research-env.in
idna==3.18 \
    --hash=sha256:7f952cbe720b688055e3f87de14f5c3e5fdaa8bc3928985c4077ca689de849a2 \
    --hash=sha256:ffb385a7e039654cef1ab9ef32c6fafe283c0c0467bba1d9029738ce4a14a848
    # via
    #   -c requirements/ci/research-env.txt
    #   requests
importlib-metadata==9.0.0 \
    --hash=sha256:2d21d1cc5a017bd0559e36150c21c830ab1dc304dedd1b7ea85d20f45ef3edd7 \
    --hash=sha256:a4f57ab599e6a2e3016d7595cfd72eb4661a5106e787a95bcc90c7105b831efc
    # via
    #   -c requirements/ci/research-env.txt
    #   build
iniconfig==2.3.0 \
    --hash=sha256:c76315c77db068650d49c5b56314774a7804df16fee4402c1f19d6d15d8c4730 \
    --hash=sha256:f631c04d2c48c52b84d0d0549c99ff3859c98df65b3101406327ecc7d53fbf12
    # via
    #   -c requirements/ci/research-env.txt
    #   pytest
jinja2==3.1.6 \
    --hash=sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d \
    --hash=sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67
    # via
    #   -c requirements/ci/research-env.txt
    #   torch
joblib==1.5.3 \
    --hash=sha256:5fc3c5039fc5ca8c0276333a188bbd59d6b7ab37fe6632daa76bc7f9ec18e713 \
    --hash=sha256:8561a3269e6801106863fd0d6d84bb737be9e7631e33aaed3fb9ce5953688da3
    # via
    #   -c requirements/ci/research-env.txt
    #   scikit-learn
jsonschema==4.26.0 \
    --hash=sha256:0c26707e2efad8aa1bfc5b7ce170f3fccc2e4918ff85989ba9ffa9facb2be326 \
    --hash=sha256:d489f15263b8d200f8387e64b4c3a75f06629559fb73deb8fdfb525f2dab50ce
    # via
    #   -c requirements/ci/research-env.txt
    #   -c requirements/constraints.txt
    #   -r requirements/ci/research-env.in
jsonschema-specifications==2025.9.1 \
    --hash=sha256:98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe \
    --hash=sha256:b540987f239e745613c7a9176f3edb72b832a4ac465cf02712288397832b5e8d
    # via
    #   -c requirements/ci/research-env.txt
    #   jsonschema
lightgbm==4.6.0 \
    --hash=sha256:2dafd98d4e02b844ceb0b61450a660681076b1ea6c7adb8c566dfd66832aafad \
    --hash=sha256:37089ee95664b6550a7189d887dbf098e3eadab03537e411f52c63c121e3ba4b \
    --hash=sha256:4d68712bbd2b57a0b14390cbf9376c1d5ed773fa2e71e099cac588703b590336 \
    --hash=sha256:b7a393de8a334d5c8e490df91270f0763f83f959574d504c7ccb9eee4aef70ed \
    --hash=sha256:cb19b5afea55b5b61cbb2131095f50538bd608a00655f23ad5d25ae3e3bf1c8d \
    --hash=sha256:cb1c59720eb569389c0ba74d14f52351b573af489f230032a1c9f314f8bab7fe
    # via
    #   -c requirements/ci/research-env.txt
    #   -c requirements/constraints.txt
    #   vaquum-limen
markdown-it-py==4.2.0 \
    --hash=sha256:04a21681d6fbb623de53f6f364d352309d4094dd4194040a10fd51833e418d49 \
    --hash=sha256:9f7ebbcd14fe59494226453aed97c1070d83f8d24b6fc3a3bcf9a38092641c4a
    # via
    #   -c requirements/ci/research-env.txt
    #   -c requirements/constraints.txt
    #   -r requirements/ci/research-env.in
markupsafe==3.0.3 \
    --hash=sha256:0303439a41979d9e74d18ff5e2dd8c43ed6c6001fd40e5bf2e43f7bd9bbc523f \
    --hash=sha256:068f375c472b3e7acbe2d5318dea141359e6900156b5b2ba06a30b169086b91a \
    --hash=sha256:0bf2a864d67e76e5c9a34dc26ec616a66b9888e25e7b9460e1c76d3293bd9dbf \
    --hash=sha256:0db14f5dafddbb6d9208827849fad01f1a2609380add406671a26386cdf15a19 \
    --hash=sha256:0eb9ff8191e8498cca014656ae6b8d61f39da5f95b488805da4bb029cccbfbaf \
    --hash=sha256:0f4b68347f8c5eab4a13419215bdfd7f8c9b19f2b25520968adfad23eb0ce60c \
    --hash=sha256:1085e7fbddd3be5f89cc898938f42c0b3c711fdcb37d75221de2666af647c175 \
    --hash=sha256:116bb52f642a37c115f517494ea5feb03889e04df47eeff5b130b1808ce7c219 \
    --hash=sha256:12c63dfb4a98206f045aa9563db46507995f7ef6d83b2f68eda65c307c6829eb \
    --hash=sha256:133a43e73a802c5562be9bbcd03d090aa5a1fe899db609c29e8c8d815c5f6de6 \
    --hash=sha256:1353ef0c1b138e1907ae78e2f6c63ff67501122006b0f9abad68fda5f4ffc6ab \
    --hash=sha256:15d939a21d546304880945ca1ecb8a039db6b4dc49b2c5a400387cdae6a62e26 \
    --hash=sha256:177b5253b2834fe3678cb4a5f0059808258584c559193998be2601324fdeafb1 \
    --hash=sha256:1872df69a4de6aead3491198eaf13810b565bdbeec3ae2dc8780f14458ec73ce \
    --hash=sha256:1b4b79e8ebf6b55351f0d91fe80f893b4743f104bff22e90697db1590e47a218 \
    --hash=sha256:1b52b4fb9df4eb9ae465f8d0c228a00624de2334f216f178a995ccdcf82c4634 \
    --hash=sha256:1ba88449deb3de88bd40044603fafffb7bc2b055d626a330323a9ed736661695 \
    --hash=sha256:1cc7ea17a6824959616c525620e387f6dd30fec8cb44f649e31712db02123dad \
    --hash=sha256:218551f6df4868a8d527e3062d0fb968682fe92054e89978594c28e642c43a73 \
    --hash=sha256:26a5784ded40c9e318cfc2bdb30fe164bdb8665ded9cd64d500a34fb42067b1c \
    --hash=sha256:2713baf880df847f2bece4230d4d094280f4e67b1e813eec43b4c0e144a34ffe \
    --hash=sha256:2a15a08b17dd94c53a1da0438822d70ebcd13f8c3a95abe3a9ef9f11a94830aa \
    --hash=sha256:2f981d352f04553a7171b8e44369f2af4055f888dfb147d55e42d29e29e74559 \
    --hash=sha256:32001d6a8fc98c8cb5c947787c5d08b0a50663d139f1305bac5885d98d9b40fa \
    --hash=sha256:3524b778fe5cfb3452a09d31e7b5adefeea8c5be1d43c4f810ba09f2ceb29d37 \
    --hash=sha256:3537e01efc9d4dccdf77221fb1cb3b8e1a38d5428920e0657ce299b20324d758 \
    --hash=sha256:35add3b638a5d900e807944a078b51922212fb3dedb01633a8defc4b01a3c85f \
    --hash=sha256:38664109c14ffc9e7437e86b4dceb442b0096dfe3541d7864d9cbe1da4cf36c8 \
    --hash=sha256:3a7e8ae81ae39e62a41ec302f972ba6ae23a5c5396c8e60113e9066ef893da0d \
    --hash=sha256:3b562dd9e9ea93f13d53989d23a7e775fdfd1066c33494ff43f5418bc8c58a5c \
    --hash=sha256:457a69a9577064c05a97c41f4e65148652db078a3a509039e64d3467b9e7ef97 \
    --hash=sha256:4bd4cd07944443f5a265608cc6aab442e4f74dff8088b0dfc8238647b8f6ae9a \
    --hash=sha256:4e885a3d1efa2eadc93c894a21770e4bc67899e3543680313b09f139e149ab19 \
    --hash=sha256:4faffd047e07c38848ce017e8725090413cd80cbc23d86e55c587bf979e579c9 \
    --hash=sha256:509fa21c6deb7a7a273d629cf5ec029bc209d1a51178615ddf718f5918992ab9 \
    --hash=sha256:5678211cb9333a6468fb8d8be0305520aa073f50d17f089b5b4b477ea6e67fdc \
    --hash=sha256:591ae9f2a647529ca990bc681daebdd52c8791ff06c2bfa05b65163e28102ef2 \
    --hash=sha256:5a7d5dc5140555cf21a6fefbdbf8723f06fcd2f63ef108f2854de715e4422cb4 \
    --hash=sha256:69c0b73548bc525c8cb9a251cddf1931d1db4d2258e9599c28c07ef3580ef354 \
    --hash=sha256:6b5420a1d9450023228968e7e6a9ce57f65d148ab56d2313fcd589eee96a7a50 \
    --hash=sha256:722695808f4b6457b320fdc131280796bdceb04ab50fe1795cd540799ebe1698 \
    --hash=sha256:729586769a26dbceff69f7a7dbbf59ab6572b99d94576a5592625d5b411576b9 \
    --hash=sha256:77f0643abe7495da77fb436f50f8dab76dbc6e5fd25d39589a0f1fe6548bfa2b \
    --hash=sha256:795e7751525cae078558e679d646ae45574b47ed6e7771863fcc079a6171a0fc \
    --hash=sha256:7be7b61bb172e1ed687f1754f8e7484f1c8019780f6f6b0786e76bb01c2ae115 \
    --hash=sha256:7c3fb7d25180895632e5d3148dbdc29ea38ccb7fd210aa27acbd1201a1902c6e \
    --hash=sha256:7e68f88e5b8799aa49c85cd116c932a1ac15caaa3f5db09087854d218359e485 \
    --hash=sha256:83891d0e9fb81a825d9a6d61e3f07550ca70a076484292a70fde82c4b807286f \
    --hash=sha256:8485f406a96febb5140bfeca44a73e3ce5116b2501ac54fe953e488fb1d03b12 \
    --hash=sha256:8709b08f4a89aa7586de0aadc8da56180242ee0ada3999749b183aa23df95025 \
    --hash=sha256:8f71bc33915be5186016f675cd83a1e08523649b0e33efdb898db577ef5bb009 \
    --hash=sha256:915c04ba3851909ce68ccc2b8e2cd691618c4dc4c4232fb7982bca3f41fd8c3d \
    --hash=sha256:949b8d66bc381ee8b007cd945914c721d9aba8e27f71959d750a46f7c282b20b \
    --hash=sha256:94c6f0bb423f739146aec64595853541634bde58b2135f27f61c1ffd1cd4d16a \
    --hash=sha256:9a1abfdc021a164803f4d485104931fb8f8c1efd55bc6b748d2f5774e78b62c5 \
    --hash=sha256:9b79b7a16f7fedff2495d684f2b59b0457c3b493778c9eed31111be64d58279f \
    --hash=sha256:a320721ab5a1aba0a233739394eb907f8c8da5c98c9181d1161e77a0c8e36f2d \
    --hash=sha256:a4afe79fb3de0b7097d81da19090f4df4f8d3a2b3adaa8764138aac2e44f3af1 \
    --hash=sha256:ad2cf8aa28b8c020ab2fc8287b0f823d0a7d8630784c31e9ee5edea20f406287 \
    --hash=sha256:b8512a91625c9b3da6f127803b166b629725e68af71f8184ae7e7d54686a56d6 \
    --hash=sha256:bc51efed119bc9cfdf792cdeaa4d67e8f6fcccab66ed4bfdd6bde3e59bfcbb2f \
    --hash=sha256:bdc919ead48f234740ad807933cdf545180bfbe9342c2bb451556db2ed958581 \
    --hash=sha256:bdd37121970bfd8be76c5fb069c7751683bdf373db1ed6c010162b2a130248ed \
    --hash=sha256:be8813b57049a7dc738189df53d69395eba14fb99345e0a5994914a3864c8a4b \
    --hash=sha256:c0c0b3ade1c0b13b936d7970b1d37a57acde9199dc2aecc4c336773e1d86049c \
    --hash=sha256:c47a551199eb8eb2121d4f0f15ae0f923d31350ab9280078d1e5f12b249e0026 \
    --hash=sha256:c4ffb7ebf07cfe8931028e3e4c85f0357459a3f9f9490886198848f4fa002ec8 \
    --hash=sha256:ccfcd093f13f0f0b7fdd0f198b90053bf7b2f02a3927a30e63f3ccc9df56b676 \
    --hash=sha256:d2ee202e79d8ed691ceebae8e0486bd9a2cd4794cec4824e1c99b6f5009502f6 \
    --hash=sha256:d53197da72cc091b024dd97249dfc7794d6a56530370992a5e1a08983ad9230e \
    --hash=sha256:d6dd0be5b5b189d31db7cda48b91d7e0a9795f31430b7f271219ab30f1d3ac9d \
    --hash=sha256:d88b440e37a16e651bda4c7c2b930eb586fd15ca7406cb39e211fcff3bf3017d \
    --hash=sha256:de8a88e63464af587c950061a5e6a67d3632e36df62b986892331d4620a35c01 \
    --hash=sha256:df2449253ef108a379b8b5d6b43f4b1a8e81a061d6537becd5582fba5f9196d7 \
    --hash=sha256:e1c1493fb6e50ab01d20a22826e57520f1284df32f2d8601fdd90b6304601419 \
    --hash=sha256:e1cf1972137e83c5d4c136c43ced9ac51d0e124706ee1c8aa8532c1287fa8795 \
    --hash=sha256:e2103a929dfa2fcaf9bb4e7c091983a49c9ac3b19c9061b6d5427dd7d14d81a1 \
    --hash=sha256:e56b7d45a839a697b5eb268c82a71bd8c7f6c94d6fd50c3d577fa39a9f1409f5 \
    --hash=sha256:e8afc3f2ccfa24215f8cb28dcf43f0113ac3c37c2f0f0806d8c70e4228c5cf4d \
    --hash=sha256:e8fc20152abba6b83724d7ff268c249fa196d8259ff481f3b1476383f8f24e42 \
    --hash=sha256:eaa9599de571d72e2daf60164784109f19978b327a3910d3e9de8c97b5b70cfe \
    --hash=sha256:ec15a59cf5af7be74194f7ab02d0f59a62bdcf1a537677ce67a2537c9b87fcda \
    --hash=sha256:f190daf01f13c72eac4efd5c430a8de82489d9cff23c364c3ea822545032993e \
    --hash=sha256:f34c41761022dd093b4b6896d4810782ffbabe30f2d443ff5f083e0cbbb8c737 \
    --hash=sha256:f3e98bb3798ead92273dc0e5fd0f31ade220f59a266ffd8a4f6065e0a3ce0523 \
    --hash=sha256:f42d0984e947b8adf7dd6dde396e720934d12c506ce84eea8476409563607591 \
    --hash=sha256:f71a396b3bf33ecaa1626c255855702aca4d3d9fea5e051b41ac59a9c1c41edc \
    --hash=sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a \
    --hash=sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50
    # via
    #   -c requirements/ci/research-env.txt
    #   jinja2
mdurl==0.1.2 \
    --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
    --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
    # via
    #   -c requirements/ci/research-env.txt
    #   markdown-it-py
mpmath==1.3.0 \
    --hash=sha256:7a28eb2a9774d00c7bc92411c19a89209d5da7c4c9a9e227be8330a23a25b91f \
    --hash=sha256:a0b2b9fe80bbcd81a6647ff13108738cfb482d481d826cc0e02f5b35e5c88d2c
    # via
    #   -c requirements/ci/research-env.txt
    #   sympy
networkx==3.4.2 \
    --hash=sha256:307c3669428c5362aab27c8a1260aa8f47c4e91d3891f48be0141738d8d053e1 \
    --hash=sha256:df5d4365b724cf81b8c6a7312509d0c22386097011ad1abe274afd5e9d3bbc5f
    # via
    #   -c requirements/ci/research-env.txt
    #   torch
numpy==2.2.6 \
    --hash=sha256:038613e9fb8c72b0a41f025a7e4c3f0b7a1b5d768ece4796b674c8f3fe13efff \
    --hash=sha256:0678000bb9ac1475cd454c6b8c799206af8107e310843532b04d49649c717a47 \
    --hash=sha256:0811bb762109d9708cca4d0b13c4f67146e3c3b7cf8d34018c722adb2d957c84 \
    --hash=sha256:0b605b275d7bd0c640cad4e5d30fa701a8d59302e127e5f79138ad62762c3e3d \
    --hash=sha256:0bca768cd85ae743b2affdc762d617eddf3bcf8724435498a1e80132d04879e6 \
    --hash=sha256:1bc23a79bfabc5d056d106f9befb8d50c31ced2fbc70eedb8155aec74a45798f \
    --hash=sha256:287cc3162b6f01463ccd86be154f284d0893d2b3ed7292439ea97eafa8170e0b \
    --hash=sha256:37c0ca431f82cd5fa716eca9506aefcabc247fb27ba69c5062a6d3ade8cf8f49 \
    --hash=sha256:37e990a01ae6ec7fe7fa1c26c55ecb672dd98b19c3d0e1d1f326fa13cb38d163 \
    --hash=sha256:389d771b1623ec92636b0786bc4ae56abafad4a4c513d36a55dce14bd9ce8571 \
    --hash=sha256:3d70692235e759f260c3d837193090014aebdf026dfd167834bcba43e30c2a42 \
    --hash=sha256:41c5a21f4a04fa86436124d388f6ed60a9343a6f767fced1a8a71c3fbca038ff \
    --hash=sha256:481b49095335f8eed42e39e8041327c05b0f6f4780488f61286ed3c01368d491 \
    --hash=sha256:4eeaae00d789f66c7a25ac5f34b71a7035bb474e679f410e5e1a94deb24cf2d4 \
    --hash=sha256:55a4d33fa519660d69614a9fad433be87e5252f4b03850642f88993f7b2ca566 \
    --hash=sha256:5a6429d4be8ca66d889b7cf70f536a397dc45ba6faeb5f8c5427935d9592e9cf \
    --hash=sha256:5bd4fc3ac8926b3819797a7c0e2631eb889b4118a9898c84f585a54d475b7e40 \
    --hash=sha256:5beb72339d9d4fa36522fc63802f469b13cdbe4fdab4a288f0c441b74272ebfd \
    --hash=sha256:6031dd6dfecc0cf9f668681a37648373bddd6421fff6c66ec1624eed0180ee06 \
    --hash=sha256:71594f7c51a18e728451bb50cc60a3ce4e6538822731b2933209a1f3614e9282 \
    --hash=sha256:74d4531beb257d2c3f4b261bfb0fc09e0f9ebb8842d82a7b4209415896adc680 \
    --hash=sha256:7befc596a7dc9da8a337f79802ee8adb30a552a94f792b9c9d18c840055907db \
    --hash=sha256:894b3a42502226a1cac872f840030665f33326fc3dac8e57c607905773cdcde3 \
    --hash=sha256:8e41fd67c52b86603a91c1a505ebaef50b3314de0213461c7a6e99c9a3beff90 \
    --hash=sha256:8e9ace4a37db23421249ed236fdcdd457d671e25146786dfc96835cd951aa7c1 \
    --hash=sha256:8fc377d995680230e83241d8a96def29f204b5782f371c532579b4f20607a289 \
    --hash=sha256:9551a499bf125c1d4f9e250377c1ee2eddd02e01eac6644c080162c0c51778ab \
    --hash=sha256:b0544343a702fa80c95ad5d3d608ea3599dd54d4632df855e4c8d24eb6ecfa1c \
    --hash=sha256:b093dd74e50a8cba3e873868d9e93a85b78e0daf2e98c6797566ad8044e8363d \
    --hash=sha256:b412caa66f72040e6d268491a59f2c43bf03eb6c96dd8f0307829feb7fa2b6fb \
    --hash=sha256:b4f13750ce79751586ae2eb824ba7e1e8dba64784086c98cdbbcc6a42112ce0d \
    --hash=sha256:b64d8d4d17135e00c8e346e0a738deb17e754230d7e0810ac5012750bbd85a5a \
    --hash=sha256:ba10f8411898fc418a521833e014a77d3ca01c15b0c6cdcce6a0d2897e6dbbdf \
    --hash=sha256:bd48227a919f1bafbdda0583705e547892342c26fb127219d60a5c36882609d1 \
    --hash=sha256:c1f9540be57940698ed329904db803cf7a402f3fc200bfe599334c9bd84a40b2 \
    --hash=sha256:c820a93b0255bc360f53eca31a0e676fd1101f673dda8da93454a12e23fc5f7a \
    --hash=sha256:ce47521a4754c8f4593837384bd3424880629f718d87c5d44f8ed763edd63543 \
    --hash=sha256:d042d24c90c41b54fd506da306759e06e568864df8ec17ccc17e9e884634fd00 \
    --hash=sha256:de749064336d37e340f640b05f24e9e3dd678c57318c7289d222a8a2f543e90c \
    --hash=sha256:e1dda9c7e08dc141e0247a5b8f49cf05984955246a327d4c48bda16821947b2f \
    --hash=sha256:e29554e2bef54a90aa5cc07da6ce955accb83f21ab5de01a62c8478897b264fd \
    --hash=sha256:e3143e4451880bed956e706a3220b4e5cf6172ef05fcc397f6f36a550b1dd868 \
    --hash=sha256:e8213002e427c69c45a52bbd94163084025f533a55a59d6f9c5b820774ef3303 \
    --hash=sha256:efd28d4e9cd7d7a8d39074a4d44c63eda73401580c5c76acda2ce969e0a38e83 \
    --hash=sha256:f0fd6321b839904e15c46e0d257fdd101dd7f530fe03fd6359c1ea63738703f3 \
    --hash=sha256:f1372f041402e37e5e633e586f62aa53de2eac8d98cbfb822806ce4bbefcb74d \
    --hash=sha256:f2618db89be1b4e05f7a1a847a9c1c0abd63e63a1607d892dd54668dd92faf87 \
    --hash=sha256:f447e6acb680fd307f40d3da4852208af94afdfab89cf850986c3ca00562f4fa \
    --hash=sha256:f92729c95468a2f4f15e9bb94c432a9229d0d50de67304399627a943201baa2f \
    --hash=sha256:f9f1adb22318e121c5c69a09142811a201ef17ab257a1e66ca3025065b7f53ae \
    --hash=sha256:fc0c5673685c508a142ca65209b4e79ed6740a4ed6b2267dbba90f34b0b3cfda \
    --hash=sha256:fc7b73d02efb0e18c000e9ad8b83480dfcd5dfd11065997ed4c6747470ae8915 \
    --hash=sha256:fd83c01228a688733f1ded5201c678f0c53ecc1006ffbc404db9f7a899ac6249 \
    --hash=sha256:fe27749d33bb772c80dcd84ae7e8df2adc920ae8297400dabec45f0dedb3f6de \
    --hash=sha256:fee4236c876c4e8369388054d02d0e9bb84821feb1a64dd59e137e6511a551f8
    # via
    #   -c requirements/ci/research-env.txt
    #   -c requirements/constraints.txt
    #   hmmlearn
    #   lightgbm
    #   pandas
    #   patsy
    #   scikit-learn
    #   scipy
    #   statsmodels
    #   ta-lib
    #   vaquum-limen
    #   xgboost
packaging==26.2 \
    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e \
    --hash=sha256:ff452ff5a3e828ce110190feff1178bb1f2ea2281fa2075aadb987c2fb221661
    # via
    #   -c requirements/ci/research-env.txt
    #   build
    #   pytest
    #   statsmodels
pandas==2.3.3 \
    --hash=sha256:0242fe9a49aa8b4d78a4fa03acb397a58833ef6199e9aa40a95f027bb3a1b6e7 \
    --hash=sha256:1611aedd912e1ff81ff41c745822980c49ce4a7907537be8692c8dbc31924593 \
    --hash=sha256:1b07204a219b3b7350abaae088f451860223a52cfb8a6c53358e7948735158e5 \
    --hash=sha256:1d37b5848ba49824e5c30bedb9c830ab9b7751fd049bc7914533e01c65f79791 \
    --hash=sha256:23ebd657a4d38268c7dfbdf089fbc31ea709d82e4923c5ffd4fbd5747133ce73 \
    --hash=sha256:2462b1a365b6109d275250baaae7b760fd25c726aaca0054649286bcfbb3e8ec \
    --hash=sha256:28083c648d9a99a5dd035ec125d42439c6c1c525098c58af0fc38dd1a7a1b3d4 \
    --hash=sha256:2e3ebdb170b5ef78f19bfb71b0dc5dc58775032361fa188e814959b74d726dd5 \
    --hash=sha256:318d77e0e42a628c04dc56bcef4b40de67918f7041c2b061af1da41dcff670ac \
    --hash=sha256:371a4ab48e950033bcf52b6527eccb564f52dc826c02afd9a1bc0ab731bba084 \
    --hash=sha256:376c6446ae31770764215a6c937f72d917f214b43560603cd60da6408f183b6c \
    --hash=sha256:3869faf4bd07b3b66a9f462417d0ca3a9df29a9f6abd5d0d0dbab15dac7abe87 \
    --hash=sha256:3fd2f887589c7aa868e02632612ba39acb0b8948faf5cc58f0850e165bd46f35 \
    --hash=sha256:4793891684806ae50d1288c9bae9330293ab4e083ccd1c5e383c34549c6e4250 \
    --hash=sha256:4e0a175408804d566144e170d0476b15d78458795bb18f1304fb94160cabf40c \
    --hash=sha256:503cf027cf9940d2ceaa1a93cfb5f8c8c7e6e90720a2850378f0b3f3b1e06826 \
    --hash=sha256:5554c929ccc317d41a5e3d1234f3be588248e61f08a74dd17c9eabb535777dc9 \
    --hash=sha256:56851a737e3470de7fa88e6131f41281ed440d29a9268dcbf0002da5ac366713 \
    --hash=sha256:5caf26f64126b6c7aec964f74266f435afef1c1b13da3b0636c7518a1fa3e2b1 \
    --hash=sha256:602b8615ebcc4a0c1751e71840428ddebeb142ec02c786e8ad6b1ce3c8dec523 \
    --hash=sha256:6253c72c6a1d990a410bc7de641d34053364ef8bcd3126f7e7450125887dffe3 \
    --hash=sha256:6435cb949cb34ec11cc9860246ccb2fdc9ecd742c12d3304989017d53f039a78 \
    --hash=sha256:6d21f6d74eb1725c2efaa71a2bfc661a0689579b58e9c0ca58a739ff0b002b53 \
    --hash=sha256:6d2cefc361461662ac48810cb14365a365ce864afe85ef1f447ff5a1e99ea81c \
    --hash=sha256:74ecdf1d301e812db96a465a525952f4dde225fdb6d8e5a521d47e1f42041e21 \
    --hash=sha256:75ea25f9529fdec2d2e93a42c523962261e567d250b0013b16210e1d40d7c2e5 \
    --hash=sha256:854d00d556406bffe66a4c0802f334c9ad5a96b4f1f868adf036a21b11ef13ff \
    --hash=sha256:8fe25fc7b623b0ef6b5009149627e34d2a4657e880948ec3c840e9402e5c1b45 \
    --hash=sha256:900f47d8f20860de523a1ac881c4c36d65efcb2eb850e6948140fa781736e110 \
    --hash=sha256:93c2d9ab0fc11822b5eece72ec9587e172f63cff87c00b062f6e37448ced4493 \
    --hash=sha256:a16dcec078a01eeef8ee61bf64074b4e524a2a3f4b3be9326420cabe59c4778b \
    --hash=sha256:a21d830e78df0a515db2b3d2f5570610f5e6bd2e27749770e8bb7b524b89b450 \
    --hash=sha256:a45c765238e2ed7d7c608fc5bc4a6f88b642f2f01e70c0c23d2224dd21829d86 \
    --hash=sha256:a637c5cdfa04b6d6e2ecedcb81fc52ffb0fd78ce2ebccc9ea964df9f658de8c8 \
    --hash=sha256:a68e15f780eddf2b07d242e17a04aa187a7ee12b40b930bfdd78070556550e98 \
    --hash=sha256:b3d11d2fda7eb164ef27ffc14b4fcab16a80e1ce67e9f57e19ec0afaf715ba89 \
    --hash=sha256:b468d3dad6ff947df92dcb32ede5b7bd41a9b3cceef0a30ed925f6d01fb8fa66 \
    --hash=sha256:b98560e98cb334799c0b07ca7967ac361a47326e9b4e5a7dfb5ab2b1c9d35a1b \
    --hash=sha256:bdcd9d1167f4885211e401b3036c0c8d9e274eee67ea8d0758a256d60704cfe8 \
    --hash=sha256:bf1f8a81d04ca90e32a0aceb819d34dbd378a98bf923b6398b9a3ec0bf44de29 \
    --hash=sha256:c46467899aaa4da076d5abc11084634e2d197e9460643dd455ac3db5856b24d6 \
    --hash=sha256:c4fc4c21971a1a9f4bdb4c73978c7f7256caa3e62b323f70d6cb80db583350bc \
    --hash=sha256:c503ba5216814e295f40711470446bc3fd00f0faea8a086cbc688808e26f92a2 \
    --hash=sha256:d051c0e065b94b7a3cea50eb1ec32e912cd96dba41647eb24104b6c6c14c5788 \
    --hash=sha256:d3e28b3e83862ccf4d85ff19cf8c20b2ae7e503881711ff2d534dc8f761131aa \
    --hash=sha256:db4301b2d1f926ae677a751eb2bd0e8c5f5319c9cb3f88b0becbbb0b07b34151 \
    --hash=sha256:dd7478f1463441ae4ca7308a70e90b33470fa593429f9d4c578dd00d1fa78838 \
    --hash=sha256:e05e1af93b977f7eafa636d043f9f94c7ee3ac81af99c13508215942e64c993b \
    --hash=sha256:e19d192383eab2f4ceb30b412b22ea30690c9e618f78870357ae1d682912015a \
    --hash=sha256:e32e7cc9af0f1cc15548288a51a3b681cc2a219faa838e995f7dc53dbab1062d \
    --hash=sha256:ecaf1e12bdc03c86ad4a7ea848d66c685cb6851d807a26aa245ca3d2017a1908 \
    --hash=sha256:ee15f284898e7b246df8087fc82b87b01686f98ee67d85a17b7ab44143a3a9a0 \
    --hash=sha256:ee67acbbf05014ea6c763beb097e03cd629961c8a632075eeb34247120abcb4b \
    --hash=sha256:f086f6fe114e19d92014a1966f43a3e62285109afe874f067f5abbdcbb10e59c \
    --hash=sha256:f8bfc0e12dc78f777f323f55c58649591b2cd0c43534e8355c51d3fede5f4dee
    # via
    #   -c requirements/ci/research-env.txt
    #   -c requirements/constraints.txt
    #   -r requirements/ci/research-env.in
    #   statsmodels
patsy==1.0.2 \
    --hash=sha256:37bfddbc58fcf0362febb5f54f10743f8b21dd2aa73dec7e7ef59d1b02ae668a \
    --hash=sha256:cdc995455f6233e90e22de72c37fcadb344e7586fb83f06696f54d92f8ce74c0
    # via
    #   -c requirements/ci/research-env.txt
    #   statsmodels
pluggy==1.6.0 \
    --hash=sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3 \
    --hash=sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746
    # via
    #   -c requirements/ci/research-env.txt
    #   pytest
polars==1.42.1 \
    --hash=sha256:2fe94f3059334650bd850ae19a9c165dcd5d9cb12cd95ea04de2201662e70e8a \
    --hash=sha256:3c0c65cdfa21a621650c4bdcbbccf93964d052fd766c3e70e84a55d961c259fd
    # via
    #   -c requirements/ci/research-env.txt
    #   -c requirements/constraints.txt
    #   vaquum-limen
polars-runtime-32==1.42.1 \
    --hash=sha256:4d4809e1c1b9a6611f6944f27b24abea902b5159e6b6fa262fd716e947af5afd \
    --hash=sha256:635d9dbcae2302ae223afb395d5cd220bffa61a53d0ab6871d17c8bc830101cf \
    --hash=sha256:7051226e6b42ffc395a7a9190377cd28649fbfb991b8f85c6271f4e1cfb736fb \
    --hash=sha256:8b8bf972d99d48aaaa2582e2bce966a6f43bc815bd8725d15f5cab9e2fb15d17 \
    --hash=sha256:bbdc26d68ee5b23b0ce227fa0599220aa35b77c826b6b0a6b2d8e7f6c1c36974 \
    --hash=sha256:d059e8e53cc114ff82f9bd791fd341dc53534a2c745e6f6aa37594c3a93f01fe \
    --hash=sha256:e9364c26da389a8b7339e4d29e20a3d12af730247e6ed3b7804bddce2477f428 \
    --hash=sha256:f6c0288be940b607dc4a7476c01e67fb6bbee93f5f1dd42c64970274c71008ba \
    --hash=sha256:f91f0b13588324905682809d270e1de5f1990c908721c8527657d77a044c9919
    # via
    #   -c requirements/ci/research-env.txt
    #   polars
pyarrow==23.0.1 \
    --hash=sha256:00be9576d970c31defb5c32eb72ef585bf600ef6d0a82d5eccaae96639cf9d07 \
    --hash=sha256:07deae7783782ac7250989a7b2ecde9b3c343a643f82e8a4df03d93b633006f0 \
    --hash=sha256:0ae6e17c828455b6265d590100c295193f93cc5675eb0af59e49dbd00d2de350 \
    --hash=sha256:0b95a3994f015be13c63148fef8832e8a23938128c185ee951c98908a696e0eb \
    --hash=sha256:17cd28e906c18af486a499422740298c52d7c6795344ea5002a7720b4eadf16d \
    --hash=sha256:26d50dee49d741ac0e82185033488d28d35be4d763ae6f321f97d1140eb7a0e9 \
    --hash=sha256:29f7f7419a0e30264ea261fdc0e5fe63ce5a6095003db2945d7cd78df391a7e1 \
    --hash=sha256:33d648dc25b51fd8055c19e4261e813dfc4d2427f068bcecc8b53d01b81b0500 \
    --hash=sha256:3a4c85ef66c134161987c17b147d6bffdca4566f9a4c1d81a0a01cdf08414ea5 \
    --hash=sha256:3c30143b17161310f151f4a2bcfe41b5ff744238c1039338779424e38579d701 \
    --hash=sha256:3f91c038b95f71ddfc865f11d5876c42f343b4495535bd262c7b321b0b94507c \
    --hash=sha256:3fab8f82571844eb3c460f90a75583801d14ca0cc32b1acc8c361650e006fd56 \
    --hash=sha256:46718a220d64677c93bc243af1d44b55998255427588e400677d7192671845c7 \
    --hash=sha256:4982d71350b1a6e5cfe1af742c53dfb759b11ce14141870d05d9e540d13bc5d1 \
    --hash=sha256:527e8d899f14bd15b740cd5a54ad56b7f98044955373a17179d5956ddb93d9ce \
    --hash=sha256:564baf97c858ecc03ec01a41062e8f4698abc3e6e2acd79c01c2e97880a19730 \
    --hash=sha256:5abde149bb3ce524782d838eb67ac095cd3fd6090eba051130589793f1a7f76d \
    --hash=sha256:5c16ed4f53247fa3ffb12a14d236de4213a4415d127fe9cebed33d51671113e2 \
    --hash=sha256:5df1161da23636a70838099d4aaa65142777185cc0cdba4037a18cee7d8db9ca \
    --hash=sha256:5f4763b83c11c16e5f4c15601ba6dfa849e20723b46aa2617cb4bffe8768479f \
    --hash=sha256:6b8fda694640b00e8af3c824f99f789e836720aa8c9379fb435d4c4953a756b8 \
    --hash=sha256:6f0147ee9e0386f519c952cc670eb4a8b05caa594eeffe01af0e25f699e4e9bb \
    --hash=sha256:7044b442f184d84e2351e5084600f0d7343d6117aabcbc1ac78eb1ae11eb4125 \
    --hash=sha256:71c5be5cbf1e1cb6169d2a0980850bccb558ddc9b747b6206435313c47c37677 \
    --hash=sha256:76e823d0e86b4fb5e1cf4a58d293036e678b5a4b03539be933d3b31f9406859f \
    --hash=sha256:7707d2b6673f7de054e2e83d59f9e805939038eebe1763fe811ee8fa5c0cd1a7 \
    --hash=sha256:813d99f31275919c383aab17f0f455a04f5a429c261cc411b1e9a8f5e4aaaa05 \
    --hash=sha256:86ff03fb9f1a320266e0de855dee4b17da6794c595d207f89bba40d16b5c78b9 \
    --hash=sha256:8ff51b1addc469b9444b7c6f3548e19dc931b172ab234e995a60aea9f6e6025f \
    --hash=sha256:9b6f4f17b43bc39d56fec96e53fe89d94bac3eb134137964371b45352d40d0c2 \
    --hash=sha256:9fc13fc6c403d1337acab46a2c4346ca6c9dec5780c3c697cf8abfd5e19b6b37 \
    --hash=sha256:a09f3876e87f48bc2f13583ab551f0379e5dfb83210391e68ace404181a20690 \
    --hash=sha256:a35581e856a2fafa12f3f54fce4331862b1cfb0bef5758347a858a4aa9d6bae8 \
    --hash=sha256:a62e1899e3078bf65943078b3ad2a6ddcacf2373bc06379aac61b1e548a75814 \
    --hash=sha256:b8c5873e33440b2bc2f4a79d2b47017a89c5a24116c055625e6f2ee50523f019 \
    --hash=sha256:bf5842f960cddd2ef757d486041d57c96483efc295a8c4a0e20e704cbbf39c67 \
    --hash=sha256:c2139549494445609f35a5cda4eb94e2c9e4d704ce60a095b342f82460c73a83 \
    --hash=sha256:c250248f1fe266db627921c89b47b7c06fee0489ad95b04d50353537d74d6886 \
    --hash=sha256:c33b5bf406284fd0bba436ed6f6c3ebe8e311722b441d89397c54f871c6863a2 \
    --hash=sha256:cd395abf8f91c673dd3589cadc8cc1ee4e8674fa61b2e923c8dd215d9c7d1f41 \
    --hash=sha256:cecfb12ef629cf6be0b1887f9f86463b0dd3dc3195ae6224e74006be4736035a \
    --hash=sha256:d0744403adabef53c985a7f8a082b502a368510c40d184df349a0a8754533258 \
    --hash=sha256:db2190fa79c80a23fdd29fef4b8992893f024ae7c17d2f5f4db7171fa30c2c78 \
    --hash=sha256:ddf743e82f69dcd6dbbcb63628895d7161e04e56794ef80550ac6f3315eeb1d5 \
    --hash=sha256:df088e8f640c9fae3b1f495b3c64755c4e719091caf250f3a74d095ddf3c836d \
    --hash=sha256:e052a211c5ac9848ae15d5ec875ed0943c0221e2fcfe69eee80b604b4e703222 \
    --hash=sha256:f00f993a8179e0e1c9713bcc0baf6d6c01326a406a9c23495ec1ba9c9ebf2919 \
    --hash=sha256:f4b0dbfa124c0bb161f8b5ebb40f1a680b70279aa0c9901d44a2b5a20806039f \
    --hash=sha256:fa8e51cb04b9f8c9c5ace6bab63af9a1f88d35c0d6cbf53e8c17c098552285e1 \
    --hash=sha256:fed7020203e9ef273360b9e45be52a2a47d3103caf156a30ace5247ffb51bdbd
    # via
    #   -c requirements/ci/research-env.txt
    #   -c requirements/constraints.txt
    #   vaquum-limen
pygments==2.20.0 \
    --hash=sha256:6757cd03768053ff99f3039c1a36d6c0aa0b263438fcab17520b30a303a82b5f \
    --hash=sha256:81a9e26dd42fd28a23a2d169d86d7ac03b46e2f8b59ed4698fb4785f946d0176
    # via
    #   -c requirements/ci/research-env.txt
    #   pytest
pyproject-hooks==1.2.0 \
    --hash=sha256:1e859bd5c40fae9448642dd871adf459e5e2084186e8d2c2a79a824c970da1f8 \
    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
    # via
    #   -c requirements/ci/research-env.txt
    #   build
pytest==9.1.1 \
    --hash=sha256:1088fbde8f2b49d95a549a195707afa7a76a3ce9bcadc26b6d71f0ffda5fe313 \
    --hash=sha256:37a86b45efb9a47a61a36449063e8e18d0cab3161329fc099eb21783169c4f0c
    # via
    #   -c requirements/ci/research-env.txt
    #   -c requirements/constraints.txt
    #   -r requirements/ci/research-env.in
    #   pytest-xdist
pytest-xdist==3.8.0 \
    --hash=sha256:202ca578cfeb7370784a8c33d6d05bc6e13b4f25b5053c30a152269fd10f0b88 \
    --hash=sha256:7e578125ec9bc6050861aa93f2d59f1d8d085595d6551c2c90b6f4fad8d3a9f1
    # via
    #   -c requirements/ci/research-env.txt
    #   -c requirements/constraints.txt
    #   -r requirements/ci/research-env.in
python-dateutil==2.9.0.post0 \
    --hash=sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3 \
    --hash=sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427
    # via
    #   -c requirements/ci/research-env.txt
    #   pandas
pytz==2026.2 \
    --hash=sha256:04156e608bee23d3792fd45c94ae47fae1036688e75032eea2e3bf0323d1f126 \
    --hash=sha256:0e60b47b29f21574376f218fe21abc009894a2321ea16c6754f3cad6eb7cdd6a
    # via
    #   -c requirements/ci/research-env.txt
    #   pandas
referencing==0.37.0 \
    --hash=sha256:381329a9f99628c9069361716891d34ad94af76e461dcb0335825aecc7692231 \
    --hash=sha256:44aefc3142c5b842538163acb373e24cce6632bd54bdb01b21ad5863489f50d8
    # via
    #   -c requirements/ci/research-env.txt
    #   jsonschema
    #   jsonschema-specifications
requests==2.34.2 \
    --hash=sha256:2a0d60c172f83ac6ab31e4554906c0f3b3588d37b5cb939b1c061f4907e278e0 \
    --hash=sha256:f288924cae4e29463698d6d60bc6a4da69c89185ad1e0bcc4104f584e960b9ed
    # via
    #   -c requirements/ci/research-env.txt
    #   -c requirements/constraints.txt
    #   vaquum-limen
rpds-py==0.30.0 \
    --hash=sha256:07ae8a593e1c3c6b82ca3292efbe73c30b61332fd612e05abee07c79359f292f \
    --hash=sha256:0a59119fc6e3f460315fe9d08149f8102aa322299deaa5cab5b40092345c2136 \
    --hash=sha256:0c0e95f6819a19965ff420f65578bacb0b00f251fefe2c8b23347c37174271f3 \
    --hash=sha256:0d08f00679177226c4cb8c5265012eea897c8ca3b93f429e546600c971bcbae7 \
    --hash=sha256:0ed177ed9bded28f8deb6ab40c183cd1192aa0de40c12f38be4d59cd33cb5c65 \
    --hash=sha256:12f90dd7557b6bd57f40abe7747e81e0c0b119bef015ea7726e69fe550e394a4 \
    --hash=sha256:1726859cd0de969f88dc8673bdd954185b9104e05806be64bcd87badbe313169 \
    --hash=sha256:1ab5b83dbcf55acc8b08fc62b796ef672c457b17dbd7820a11d6c52c06839bdf \
    --hash=sha256:1b151685b23929ab7beec71080a8889d4d6d9fa9a983d213f07121205d48e2c4 \
    --hash=sha256:1f3587eb9b17f3789ad50824084fa6f81921bbf9a795826570bda82cb3ed91f2 \
    --hash=sha256:250fa00e9543ac9b97ac258bd37367ff5256666122c2d0f2bc97577c60a1818c \
    --hash=sha256:2771c6c15973347f50fece41fc447c054b7ac2ae0502388ce3b6738cd366e3d4 \
    --hash=sha256:27f4b0e92de5bfbc6f86e43959e6edd1425c33b5e69aab0984a72047f2bcf1e3 \
    --hash=sha256:2e6ecb5a5bcacf59c3f912155044479af1d0b6681280048b338b28e364aca1f6 \
    --hash=sha256:32c8528634e1bf7121f3de08fa85b138f4e0dc47657866630611b03967f041d7 \
    --hash=sha256:33f559f3104504506a44bb666b93a33f5d33133765b0c216a5bf2f1e1503af89 \
    --hash=sha256:3896fa1be39912cf0757753826bc8bdc8ca331a28a7c4ae46b7a21280b06bb85 \
    --hash=sha256:389a2d49eded1896c3d48b0136ead37c48e221b391c052fba3f4055c367f60a6 \
    --hash=sha256:39c02563fc592411c2c61d26b6c5fe1e51eaa44a75aa2c8735ca88b0d9599daa \
    --hash=sha256:3adbb8179ce342d235c31ab8ec511e66c73faa27a47e076ccc92421add53e2bb \
    --hash=sha256:3d4a69de7a3e50ffc214ae16d79d8fbb0922972da0356dcf4d0fdca2878559c6 \
    --hash=sha256:3e62880792319dbeb7eb866547f2e35973289e7d5696c6e295476448f5b63c87 \
    --hash=sha256:3e8eeb0544f2eb0d2581774be4c3410356eba189529a6b3e36bbbf9696175856 \
    --hash=sha256:422c3cb9856d80b09d30d2eb255d0754b23e090034e1deb4083f8004bd0761e4 \
    --hash=sha256:4559c972db3a360808309e06a74628b95eaccbf961c335c8fe0d590cf587456f \
    --hash=sha256:46e83c697b1f1c72b50e5ee5adb4353eef7406fb3f2043d64c33f20ad1c2fc53 \
    --hash=sha256:47b0ef6231c58f506ef0b74d44e330405caa8428e770fec25329ed2cb971a229 \
    --hash=sha256:47e77dc9822d3ad616c3d5759ea5631a75e5809d5a28707744ef79d7a1bcfcad \
    --hash=sha256:47f236970bccb2233267d89173d3ad2703cd36a0e2a6e92d0560d333871a3d23 \
    --hash=sha256:47f9a91efc418b54fb8190a6b4aa7813a23fb79c51f4bb84e418f5476c38b8db \
    --hash=sha256:495aeca4b93d465efde585977365187149e75383ad2684f81519f504f5c13038 \
    --hash=sha256:4c5f36a861bc4b7da6516dbdf302c55313afa09b81931e8280361a4f6c9a2d27 \
    --hash=sha256:4cc2206b76b4f576934f0ed374b10d7ca5f457858b157ca52064bdfc26b9fc00 \
    --hash=sha256:4e7fc54e0900ab35d041b0601431b0a0eb495f0851a0639b6ef90f7741b39a18 \
    --hash=sha256:51a1234d8febafdfd33a42d97da7a43f5dcb120c1060e352a3fbc0c6d36e2083 \
    --hash=sha256:55f66022632205940f1827effeff17c4fa7ae1953d2b74a8581baaefb7d16f8c \
    --hash=sha256:58edca431fb9b29950807e301826586e5bbf24163677732429770a697ffe6738 \
    --hash=sha256:5965af57d5848192c13534f90f9dd16464f3c37aaf166cc1da1cae1fd5a34898 \
    --hash=sha256:5ba103fb455be00f3b1c2076c9d4264bfcb037c976167a6047ed82f23153f02e \
    --hash=sha256:5d4c2aa7c50ad4728a094ebd5eb46c452e9cb7edbfdb18f9e1221f597a73e1e7 \
    --hash=sha256:61046904275472a76c8c90c9ccee9013d70a6d0f73eecefd38c1ae7c39045a08 \
    --hash=sha256:613aa4771c99f03346e54c3f038e4cc574ac09a3ddfb0e8878487335e96dead6 \
    --hash=sha256:626a7433c34566535b6e56a1b39a7b17ba961e97ce3b80ec62e6f1312c025551 \
    --hash=sha256:669b1805bd639dd2989b281be2cfd951c6121b65e729d9b843e9639ef1fd555e \
    --hash=sha256:679ae98e00c0e8d68a7fda324e16b90fd5260945b45d3b824c892cec9eea3288 \
    --hash=sha256:67b02ec25ba7a9e8fa74c63b6ca44cf5707f2fbfadae3ee8e7494297d56aa9df \
    --hash=sha256:68f19c879420aa08f61203801423f6cd5ac5f0ac4ac82a2368a9fcd6a9a075e0 \
    --hash=sha256:692bef75a5525db97318e8cd061542b5a79812d711ea03dbc1f6f8dbb0c5f0d2 \
    --hash=sha256:6abc8880d9d036ecaafe709079969f56e876fcf107f7a8e9920ba6d5a3878d05 \
    --hash=sha256:6bdfdb946967d816e6adf9a3d8201bfad269c67efe6cefd7093ef959683c8de0 \
    --hash=sha256:6de2a32a1665b93233cde140ff8b3467bdb9e2af2b91079f0333a0974d12d464 \
    --hash=sha256:73c67f2db7bc334e518d097c6d1e6fed021bbc9b7d678d6cc433478365d1d5f5 \
    --hash=sha256:74a3243a411126362712ee1524dfc90c650a503502f135d54d1b352bd01f2404 \
    --hash=sha256:76fec018282b4ead0364022e3c54b60bf368b9d926877957a8624b58419169b7 \
    --hash=sha256:7c64d38fb49b6cdeda16ab49e35fe0da2e1e9b34bc38bd78386530f218b37139 \
    --hash=sha256:7cee9c752c0364588353e627da8a7e808a66873672bcb5f52890c33fd965b394 \
    --hash=sha256:7e6ecfcb62edfd632e56983964e6884851786443739dbfe3582947e87274f7cb \
    --hash=sha256:806f36b1b605e2d6a72716f321f20036b9489d29c51c91f4dd29a3e3afb73b15 \
    --hash=sha256:858738e9c32147f78b3ac24dc0edb6610000e56dc0f700fd5f651d0a0f0eb9ff \
    --hash=sha256:8d6d1cc13664ec13c1b84241204ff3b12f9bb82464b8ad6e7a5d3486975c2eed \
    --hash=sha256:9027da1ce107104c50c81383cae773ef5c24d296dd11c99e2629dbd7967a20c6 \
    --hash=sha256:922e10f31f303c7c920da8981051ff6d8c1a56207dbdf330d9047f6d30b70e5e \
    --hash=sha256:945dccface01af02675628334f7cf49c2af4c1c904748efc5cf7bbdf0b579f95 \
    --hash=sha256:946fe926af6e44f3697abbc305ea168c2c31d3e3ef1058cf68f379bf0335a78d \
    --hash=sha256:95f0802447ac2d10bcc69f6dc28fe95fdf17940367b21d34e34c737870758950 \
    --hash=sha256:9854cf4f488b3d57b9aaeb105f06d78e5529d3145b1e4a41750167e8c213c6d3 \
    --hash=sha256:993914b8e560023bc0a8bf742c5f303551992dcb85e247b1e5c7f4a7d145bda5 \
    --hash=sha256:99b47d6ad9a6da00bec6aabe5a6279ecd3c06a329d4aa4771034a21e335c3a97 \
    --hash=sha256:9a4e86e34e9ab6b667c27f3211ca48f73dba7cd3d90f8d5b11be56e5dbc3fb4e \
    --hash=sha256:9cf69cdda1f5968a30a359aba2f7f9aa648a9ce4b580d6826437f2b291cfc86e \
    --hash=sha256:a090322ca841abd453d43456ac34db46e8b05fd9b3b4ac0c78bcde8b089f959b \
    --hash=sha256:a1010ed9524c73b94d15919ca4d41d8780980e1765babf85f9a2f90d247153dd \
    --hash=sha256:a161f20d9a43006833cd7068375a94d035714d73a172b681d8881820600abfad \
    --hash=sha256:a1d0bc22a7cdc173fedebb73ef81e07faef93692b8c1ad3733b67e31e1b6e1b8 \
    --hash=sha256:a2bffea6a4ca9f01b3f8e548302470306689684e61602aa3d141e34da06cf425 \
    --hash=sha256:a452763cc5198f2f98898eb98f7569649fe5da666c2dc6b5ddb10fde5a574221 \
    --hash=sha256:a4796a717bf12b9da9d3ad002519a86063dcac8988b030e405704ef7d74d2d9d \
    --hash=sha256:a51033ff701fca756439d641c0ad09a41d9242fa69121c7d8769604a0a629825 \
    --hash=sha256:a8fa71a2e078c527c3e9dc9fc5a98c9db40bcc8a92b4e8858e36d329f8684b51 \
    --hash=sha256:ac37f9f516c51e5753f27dfdef11a88330f04de2d564be3991384b2f3535d02e \
    --hash=sha256:ac98b175585ecf4c0348fd7b29c3864bda53b805c773cbf7bfdaffc8070c976f \
    --hash=sha256:acd7eb3f4471577b9b5a41baf02a978e8bdeb08b4b355273994f8b87032000a8 \
    --hash=sha256:ad1fa8db769b76ea911cb4e10f049d80bf518c104f15b3edb2371cc65375c46f \
    --hash=sha256:b40fb160a2db369a194cb27943582b38f79fc4887291417685f3ad693c5a1d5d \
    --hash=sha256:b4dc1a6ff022ff85ecafef7979a2c6eb423430e05f1165d6688234e62ba99a07 \
    --hash=sha256:ba3af48635eb83d03f6c9735dfb21785303e73d22ad03d489e88adae6eab8877 \
    --hash=sha256:ba81a9203d07805435eb06f536d95a266c21e5b2dfbf6517748ca40c98d19e31 \
    --hash=sha256:c2262bdba0ad4fc6fb5545660673925c2d2a5d9e2e0fb603aad545427be0fc58 \
    --hash=sha256:c77afbd5f5250bf27bf516c7c4a016813eb2d3e116139aed0096940c5982da94 \
    --hash=sha256:ca28829ae5f5d569bb62a79512c842a03a12576375d5ece7d2cadf8abe96ec28 \
    --hash=sha256:cdc62c8286ba9bf7f47befdcea13ea0e26bf294bda99758fd90535cbaf408000 \
    --hash=sha256:d948b135c4693daff7bc2dcfc4ec57237a29bd37e60c2fabf5aff2bbacf3e2f1 \
    --hash=sha256:d96c2086587c7c30d44f31f42eae4eac89b60dabbac18c7669be3700f13c3ce1 \
    --hash=sha256:d9a0ca5da0386dee0655b4ccdf46119df60e0f10da268d04fe7cc87886872ba7 \
    --hash=sha256:da279aa314f00acbb803da1e76fa18666778e8a8f83484fba94526da5de2cba7 \
    --hash=sha256:dbd936cde57abfee19ab3213cf9c26be06d60750e60a8e4dd85d1ab12c8b1f40 \
    --hash=sha256:dc4f992dfe1e2bc3ebc7444f6c7051b4bc13cd8e33e43511e8ffd13bf407010d \
    --hash=sha256:dc824125c72246d924f7f796b4f63c1e9dc810c7d9e2355864b3c3a73d59ade0 \
    --hash=sha256:dd8ff7cf90014af0c0f787eea34794ebf6415242ee1d6fa91eaba725cc441e84 \
    --hash=sha256:dea5b552272a944763b34394d04577cf0f9bd013207bc32323b5a89a53cf9c2f \
    --hash=sha256:dff13836529b921e22f15cb099751209a60009731a68519630a24d61f0b1b30a \
    --hash=sha256:e0b65193a413ccc930671c55153a03ee57cecb49e6227204b04fae512eb657a7 \
    --hash=sha256:e5d3e6b26f2c785d65cc25ef1e5267ccbe1b069c5c21b8cc724efee290554419 \
    --hash=sha256:e7536cd91353c5273434b4e003cbda89034d67e7710eab8761fd918ec6c69cf8 \
    --hash=sha256:eb0b93f2e5c2189ee831ee43f156ed34e2a89a78a66b98cadad955972548be5a \
    --hash=sha256:eb2c4071ab598733724c08221091e8d80e89064cd472819285a9ab0f24bcedb9 \
    --hash=sha256:ec7c4490c672c1a0389d319b3a9cfcd098dcdc4783991553c332a15acf7249be \
    --hash=sha256:ee454b2a007d57363c2dfd5b6ca4a5d7e2c518938f8ed3b706e37e5d470801ed \
    --hash=sha256:ee6af14263f25eedc3bb918a3c04245106a42dfd4f5c2285ea6f997b1fc3f89a \
    --hash=sha256:f14fc5df50a716f7ece6a80b6c78bb35ea2ca47c499e422aa4463455dd96d56d \
    --hash=sha256:f207f69853edd6f6700b86efb84999651baf3789e78a466431df1331608e5324 \
    --hash=sha256:f251c812357a3fed308d684a5079ddfb9d933860fc6de89f2b7ab00da481e65f \
    --hash=sha256:f83424d738204d9770830d35290ff3273fbb02b41f919870479fab14b9d303b2 \
    --hash=sha256:f8d1736cfb49381ba528cd5baa46f82fdc65c06e843dab24dd70b63d09121b3f \
    --hash=sha256:fe5fa731a1fa8a0a56b0977413f8cacac1768dad38d16b3a296712709476fbd5
    # via
    #   -c requirements/ci/research-env.txt
    #   jsonschema
    #   referencing
ruamel-yaml==0.18.17 \
    --hash=sha256:9091cd6e2d93a3a4b157ddb8fabf348c3de7f1fb1381346d985b6b247dcd8d3c \
    --hash=sha256:9c8ba9eb3e793efdf924b60d521820869d5bf0cb9c6f1b82d82de8295e290b9d
    # via
    #   -c requirements/ci/research-env.txt
    #   -c requirements/constraints.txt
    #   vaquum-limen
ruamel-yaml-clib==0.2.15 \
    --hash=sha256:014181cdec565c8745b7cbc4de3bf2cc8ced05183d986e6d1200168e5bb59490 \
    --hash=sha256:04d21dc9c57d9608225da28285900762befbb0165ae48482c15d8d4989d4af14 \
    --hash=sha256:05c70f7f86be6f7bee53794d80050a28ae7e13e4a0087c1839dcdefd68eb36b6 \
    --hash=sha256:0ba6604bbc3dfcef844631932d06a1a4dcac3fee904efccf582261948431628a \
    --hash=sha256:11e5499db1ccbc7f4b41f0565e4f799d863ea720e01d3e99fa0b7b5fcd7802c9 \
    --hash=sha256:1b45498cc81a4724a2d42273d6cfc243c0547ad7c6b87b4f774cb7bcc131c98d \
    --hash=sha256:1bb7b728fd9f405aa00b4a0b17ba3f3b810d0ccc5f77f7373162e9b5f0ff75d5 \
    --hash=sha256:1f66f600833af58bea694d5892453f2270695b92200280ee8c625ec5a477eed3 \
    --hash=sha256:27dc656e84396e6d687f97c6e65fb284d100483628f02d95464fd731743a4afe \
    --hash=sha256:2812ff359ec1f30129b62372e5f22a52936fac13d5d21e70373dbca5d64bb97c \
    --hash=sha256:2b216904750889133d9222b7b873c199d48ecbb12912aca78970f84a5aa1a4bc \
    --hash=sha256:331fb180858dd8534f0e61aa243b944f25e73a4dae9962bd44c46d1761126bbf \
    --hash=sha256:3cb75a3c14f1d6c3c2a94631e362802f70e83e20d1f2b2ef3026c05b415c4900 \
    --hash=sha256:3eb199178b08956e5be6288ee0b05b2fb0b5c1f309725ad25d9c6ea7e27f962a \
    --hash=sha256:424ead8cef3939d690c4b5c85ef5b52155a231ff8b252961b6516ed7cf05f6aa \
    --hash=sha256:45702dfbea1420ba3450bb3dd9a80b33f0badd57539c6aac09f42584303e0db6 \
    --hash=sha256:468858e5cbde0198337e6a2a78eda8c3fb148bdf4c6498eaf4bc9ba3f8e780bd \
    --hash=sha256:46895c17ead5e22bea5e576f1db7e41cb273e8d062c04a6a49013d9f60996c25 \
    --hash=sha256:46e4cc8c43ef6a94885f72512094e482114a8a706d3c555a34ed4b0d20200600 \
    --hash=sha256:480894aee0b29752560a9de46c0e5f84a82602f2bc5c6cde8db9a345319acfdf \
    --hash=sha256:4b293a37dc97e2b1e8a1aec62792d1e52027087c8eea4fc7b5abd2bdafdd6642 \
    --hash=sha256:4be366220090d7c3424ac2b71c90d1044ea34fca8c0b88f250064fd06087e614 \
    --hash=sha256:4d1032919280ebc04a80e4fb1e93f7a738129857eaec9448310e638c8bccefcf \
    --hash=sha256:4d3b58ab2454b4747442ac76fab66739c72b1e2bb9bd173d7694b9f9dbc9c000 \
    --hash=sha256:4dcec721fddbb62e60c2801ba08c87010bd6b700054a09998c4d09c08147b8fb \
    --hash=sha256:512571ad41bba04eac7268fe33f7f4742210ca26a81fe0c75357fa682636c690 \
    --hash=sha256:542d77b72786a35563f97069b9379ce762944e67055bea293480f7734b2c7e5e \
    --hash=sha256:56ea19c157ed8c74b6be51b5fa1c3aff6e289a041575f0556f66e5fb848bb137 \
    --hash=sha256:5d3c9210219cbc0f22706f19b154c9a798ff65a6beeafbf77fc9c057ec806f7d \
    --hash=sha256:5fea0932358e18293407feb921d4f4457db837b67ec1837f87074667449f9401 \
    --hash=sha256:617d35dc765715fa86f8c3ccdae1e4229055832c452d4ec20856136acc75053f \
    --hash=sha256:64da03cbe93c1e91af133f5bec37fd24d0d4ba2418eaf970d7166b0a26a148a2 \
    --hash=sha256:65f48245279f9bb301d1276f9679b82e4c080a1ae25e679f682ac62446fac471 \
    --hash=sha256:6f1d38cbe622039d111b69e9ca945e7e3efebb30ba998867908773183357f3ed \
    --hash=sha256:713cd68af9dfbe0bb588e144a61aad8dcc00ef92a82d2e87183ca662d242f524 \
    --hash=sha256:71845d377c7a47afc6592aacfea738cc8a7e876d586dfba814501d8c53c1ba60 \
    --hash=sha256:753faf20b3a5906faf1fc50e4ddb8c074cb9b251e00b14c18b28492f933ac8ef \
    --hash=sha256:7e74ea87307303ba91073b63e67f2c667e93f05a8c63079ee5b7a5c8d0d7b043 \
    --hash=sha256:88eea8baf72f0ccf232c22124d122a7f26e8a24110a0273d9bcddcb0f7e1fa03 \
    --hash=sha256:923816815974425fbb1f1bf57e85eca6e14d8adc313c66db21c094927ad01815 \
    --hash=sha256:9b6f7d74d094d1f3a4e157278da97752f16ee230080ae331fcc219056ca54f77 \
    --hash=sha256:a8220fd4c6f98485e97aea65e1df76d4fed1678ede1fe1d0eed2957230d287c4 \
    --hash=sha256:ab0df0648d86a7ecbd9c632e8f8d6b21bb21b5fc9d9e095c796cacf32a728d2d \
    --hash=sha256:ac9b8d5fa4bb7fd2917ab5027f60d4234345fd366fe39aa711d5dca090aa1467 \
    --hash=sha256:badd1d7283f3e5894779a6ea8944cc765138b96804496c91812b2829f70e18a7 \
    --hash=sha256:bdc06ad71173b915167702f55d0f3f027fc61abd975bd308a0968c02db4a4c3e \
    --hash=sha256:bf0846d629e160223805db9fe8cc7aec16aaa11a07310c50c8c7164efa440aec \
    --hash=sha256:bfd309b316228acecfa30670c3887dcedf9b7a44ea39e2101e75d2654522acd4 \
    --hash=sha256:c583229f336682b7212a43d2fa32c30e643d3076178fb9f7a6a14dde85a2d8bd \
    --hash=sha256:cb15a2e2a90c8475df45c0949793af1ff413acfb0a716b8b94e488ea95ce7cff \
    --hash=sha256:d290eda8f6ada19e1771b54e5706b8f9807e6bb08e873900d5ba114ced13e02c \
    --hash=sha256:da3d6adadcf55a93c214d23941aef4abfd45652110aed6580e814152f385b862 \
    --hash=sha256:dcc7f3162d3711fd5d52e2267e44636e3e566d1e5675a5f0b30e98f2c4af7974 \
    --hash=sha256:def5663361f6771b18646620fca12968aae730132e104688766cf8a3b1d65922 \
    --hash=sha256:e5e9f630c73a490b758bf14d859a39f375e6999aea5ddd2e2e9da89b9953486a \
    --hash=sha256:e9fde97ecb7bb9c41261c2ce0da10323e9227555c674989f8d9eb7572fc2098d \
    --hash=sha256:ef71831bd61fbdb7aa0399d5c4da06bea37107ab5c79ff884cc07f2450910262 \
    --hash=sha256:f4421ab780c37210a07d138e56dd4b51f8642187cdfb433eb687fe8c11de0144 \
    --hash=sha256:f6d3655e95a80325b84c4e14c080b2470fe4f33b6846f288379ce36154993fb1 \
    --hash=sha256:fd4c928ddf6bce586285daa6d90680b9c291cfd045fc40aad34e445d57b1bf51 \
    --hash=sha256:fe239bdfdae2302e93bd6e8264bd9b71290218fff7084a9db250b55caaccf43f
    # via
    #   -c requirements/ci/research-env.txt
    #   ruamel-yaml
scikit-learn==1.7.2 \
    --hash=sha256:0486c8f827c2e7b64837c731c8feff72c0bd2b998067a8a9cbc10643c31f0fe1 \
    --hash=sha256:0b7dacaa05e5d76759fb071558a8b5130f4845166d88654a0f9bdf3eb57851b7 \
    --hash=sha256:191e5550980d45449126e23ed1d5e9e24b2c68329ee1f691a3987476e115e09c \
    --hash=sha256:20e9e49ecd130598f1ca38a1d85090e1a600147b9c02fa6f15d69cb53d968fda \
    --hash=sha256:2a41e2a0ef45063e654152ec9d8bcfc39f7afce35b08902bfe290c2498a67a6a \
    --hash=sha256:36749fb62b3d961b1ce4fedf08fa57a1986cd409eff2d783bca5d4b9b5fce51c \
    --hash=sha256:4a847fea807e278f821a0406ca01e387f97653e284ecbd9750e3ee7c90347f18 \
    --hash=sha256:502c18e39849c0ea1a5d681af1dbcf15f6cce601aebb657aabbfe84133c1907f \
    --hash=sha256:57dc4deb1d3762c75d685507fbd0bc17160144b2f2ba4ccea5dc285ab0d0e973 \
    --hash=sha256:6088aa475f0785e01bcf8529f55280a3d7d298679f50c0bb70a2364a82d0b290 \
    --hash=sha256:63a9afd6f7b229aad94618c01c252ce9e6fa97918c5ca19c9a17a087d819440c \
    --hash=sha256:6b33579c10a3081d076ab403df4a4190da4f4432d443521674637677dc91e61f \
    --hash=sha256:7a4c328a71785382fe3fe676a9ecf2c86189249beff90bf85e22bdb7efaf9ae0 \
    --hash=sha256:7a58814265dfc52b3295b1900cfb5701589d30a8bb026c7540f1e9d3499d5ec8 \
    --hash=sha256:89877e19a80c7b11a2891a27c21c4894fb18e2c2e077815bcade10d34287b20d \
    --hash=sha256:8d91a97fa2b706943822398ab943cde71858a50245e31bc71dba62aab1d60a96 \
    --hash=sha256:8da8bf89d4d79aaec192d2bda62f9b56ae4e5b4ef93b6a56b5de4977e375c1f1 \
    --hash=sha256:9656e4a53e54578ad10a434dc1f993330568cfee176dff07112b8785fb413106 \
    --hash=sha256:96dc05a854add0e50d3f47a1ef21a10a595016da5b007c7d9cd9d0bffd1fcc61 \
    --hash=sha256:98335fb98509b73385b3ab2bd0639b1f610541d3988ee675c670371d6a87aa7c \
    --hash=sha256:9acb6c5e867447b4e1390930e3944a005e2cb115922e693c08a323421a6966e8 \
    --hash=sha256:9b7ed8d58725030568523e937c43e56bc01cadb478fc43c042a9aca1dacb3ba1 \
    --hash=sha256:abebbd61ad9e1deed54cca45caea8ad5f79e1b93173dece40bb8e0c658dbe6fe \
    --hash=sha256:acbc0f5fd2edd3432a22c69bed78e837c70cf896cd7993d71d51ba6708507476 \
    --hash=sha256:b4d6e9deed1a47aca9fe2f267ab8e8fe82ee20b4526b2c0cd9e135cea10feb44 \
    --hash=sha256:bb24510ed3f9f61476181e4db51ce801e2ba37541def12dc9333b946fc7a9cf8 \
    --hash=sha256:c7509693451651cd7361d30ce4e86a1347493554f172b1c72a39300fa2aea79e \
    --hash=sha256:ca250e6836d10e6f402436d6463d6c0e4d8e0234cfb6a9a47835bd392b852ce5 \
    --hash=sha256:e5bf3d930aee75a65478df91ac1225ff89cd28e9ac7bd1196853a9229b6adb0b \
    --hash=sha256:f95dc55b7902b91331fa4e5845dd5bde0580c9cd9612b1b2791b7e80c3d32615 \
    --hash=sha256:fa8f63940e29c82d1e67a45d5297bdebbcb585f5a5a50c4914cc2e852ab77f33
    # via
    #   -c requirements/ci/research-env.txt
    #   -c requirements/constraints.txt
    #   hmmlearn
    #   vaquum-limen
scipy==1.15.3 \
    --hash=sha256:05dc6abcd105e1a29f95eada46d4a3f251743cfd7d3ae8ddb4088047f24ea477 \
    --hash=sha256:06efcba926324df1696931a57a176c80848ccd67ce6ad020c810736bfd58eb1c \
    --hash=sha256:0a769105537aa07a69468a0eefcd121be52006db61cdd8cac8a0e68980bbb723 \
    --hash=sha256:0bdd905264c0c9cfa74a4772cdb2070171790381a5c4d312c973382fc6eaf730 \
    --hash=sha256:0ff17c0bb1cb32952c09217d8d1eed9b53d1463e5f1dd6052c7857f83127d539 \
    --hash=sha256:14ed70039d182f411ffc74789a16df3835e05dc469b898233a245cdfd7f162cb \
    --hash=sha256:185cd3d6d05ca4b44a8f1595af87f9c372bb6acf9c808e99aa3e9aa03bd98cf6 \
    --hash=sha256:18aaacb735ab38b38db42cb01f6b92a2d0d4b6aabefeb07f02849e47f8fb3594 \
    --hash=sha256:1c832e1bd78dea67d5c16f786681b28dd695a8cb1fb90af2e27580d3d0967e92 \
    --hash=sha256:263961f658ce2165bbd7b99fa5135195c3a12d9bef045345016b8b50c315cb82 \
    --hash=sha256:271e3713e645149ea5ea3e97b57fdab61ce61333f97cfae392c28ba786f9bb49 \
    --hash=sha256:2c620736bcc334782e24d173c0fdbb7590a0a436d2fdf39310a8902505008759 \
    --hash=sha256:34716e281f181a02341ddeaad584205bd2fd3c242063bd3423d61ac259ca7eba \
    --hash=sha256:39cb9c62e471b1bb3750066ecc3a3f3052b37751c7c3dfd0fd7e48900ed52982 \
    --hash=sha256:3ac07623267feb3ae308487c260ac684b32ea35fd81e12845039952f558047b8 \
    --hash=sha256:3b0334816afb8b91dab859281b1b9786934392aa3d527cd847e41bb6f45bee65 \
    --hash=sha256:40e54d5c7e7ebf1aa596c374c49fa3135f04648a0caabcb66c52884b943f02b4 \
    --hash=sha256:50f9e62461c95d933d5c5ef4a1f2ebf9a2b4e83b0db374cb3f1de104d935922e \
    --hash=sha256:52092bc0472cfd17df49ff17e70624345efece4e1a12b23783a1ac59a1b728ed \
    --hash=sha256:5380741e53df2c566f4d234b100a484b420af85deb39ea35a1cc1be84ff53a5c \
    --hash=sha256:5e721fed53187e71d0ccf382b6bf977644c533e506c4d33c3fb24de89f5c3ed5 \
    --hash=sha256:6487aa99c2a3d509a5227d9a5e889ff05830a06b2ce08ec30df6d79db5fcd5c5 \
    --hash=sha256:6ac6310fdbfb7aa6612408bd2f07295bcbd3fda00d2d702178434751fe48e019 \
    --hash=sha256:6cfd56fc1a8e53f6e89ba3a7a7251f7396412d655bca2aa5611c8ec9a6784a1e \
    --hash=sha256:6db907c7368e3092e24919b5e31c76998b0ce1684d51a90943cb0ed1b4ffd6c1 \
    --hash=sha256:721d6b4ef5dc82ca8968c25b111e307083d7ca9091bc38163fb89243e85e3889 \
    --hash=sha256:76ad1fb5f8752eabf0fa02e4cc0336b4e8f021e2d5f061ed37d6d264db35e3ca \
    --hash=sha256:79167bba085c31f38603e11a267d862957cbb3ce018d8b38f79ac043bc92d825 \
    --hash=sha256:795c46999bae845966368a3c013e0e00947932d68e235702b5c3f6ea799aa8c9 \
    --hash=sha256:7e11270a000969409d37ed399585ee530b9ef6aa99d50c019de4cb01e8e54e62 \
    --hash=sha256:8c9ed3ba2c8a2ce098163a9bdb26f891746d02136995df25227a20e71c396ebb \
    --hash=sha256:993439ce220d25e3696d1b23b233dd010169b62f6456488567e830654ee37a6b \
    --hash=sha256:9d61e97b186a57350f6d6fd72640f9e99d5a4a2b8fbf4b9ee9a841eab327dc13 \
    --hash=sha256:9db984639887e3dffb3928d118145ffe40eff2fa40cb241a306ec57c219ebbbb \
    --hash=sha256:9e2abc762b0811e09a0d3258abee2d98e0c703eee49464ce0069590846f31d40 \
    --hash=sha256:a345928c86d535060c9c2b25e71e87c39ab2f22fc96e9636bd74d1dbf9de448c \
    --hash=sha256:ad3432cb0f9ed87477a8d97f03b763fd1d57709f1bbde3c9369b1dff5503b253 \
    --hash=sha256:ae48a786a28412d744c62fd7816a4118ef97e5be0bee968ce8f0a2fba7acf3bb \
    --hash=sha256:aef683a9ae6eb00728a542b796f52a5477b78252edede72b8327a886ab63293f \
    --hash=sha256:b90ab29d0c37ec9bf55424c064312930ca5f4bde15ee8619ee44e69319aab163 \
    --hash=sha256:c05045d8b9bfd807ee1b9f38761993297b10b245f012b11b13b91ba8945f7e45 \
    --hash=sha256:c9deabd6d547aee2c9a81dee6cc96c6d7e9a9b1953f74850c179f91fdc729cb7 \
    --hash=sha256:dde4fc32993071ac0c7dd2d82569e544f0bdaff66269cb475e0f369adad13f11 \
    --hash=sha256:eae3cf522bc7df64b42cad3925c876e1b0b6c35c1337c93e12c0f366f55b0eaf \
    --hash=sha256:ed7284b21a7a0c8f1b6e5977ac05396c0d008b89e05498c8b7e8f4a1423bba0e \
    --hash=sha256:f77f853d584e72e874d87357ad70f44b437331507d1c311457bed8ed2b956126
    # via
    #   -c requirements/ci/research-env.txt
    #   -c requirements/constraints.txt
    #   hmmlearn
    #   lightgbm
    #   scikit-learn
    #   statsmodels
    #   vaquum-limen
    #   xgboost
setuptools==83.0.0 \
    --hash=sha256:025bccbbf0fa05b6192bc64ae1e7b16e001fd6d6d4d5de03c97b1c1ade523bef \
    --hash=sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3
    # via
    #   -c requirements/ci/research-env.txt
    #   torch
six==1.17.0 \
    --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274 \
    --hash=sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81
    # via
    #   -c requirements/ci/research-env.txt
    #   python-dateutil
sortedcontainers==2.4.0 \
    --hash=sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88 \
    --hash=sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0
    # via
    #   -c requirements/ci/research-env.txt
    #   hypothesis
statsmodels==0.14.6 \
    --hash=sha256:00781869991f8f02ad3610da6627fd26ebe262210287beb59761982a8fa88cae \
    --hash=sha256:0444e88557df735eda7db330806fe09d51c9f888bb1f5906cb3a61fb1a3ed4a8 \
    --hash=sha256:06eec42d682fdb09fe5d70a05930857efb141754ec5a5056a03304c1b5e32fd9 \
    --hash=sha256:0f52ef0f0b63b8fd11e1ef1c2a1e73a410720b8715c9a83a26d733b6815597fe \
    --hash=sha256:109012088b3e370080846ab053c76d125268631410142daad2f8c10770e8e8d9 \
    --hash=sha256:151b73e29f01fe619dbce7f66d61a356e9d1fe5e906529b78807df9189c37721 \
    --hash=sha256:19b58cf7474aa9e7e3b0771a66537148b2df9b5884fbf156096c0e6c1ff0469d \
    --hash=sha256:26d4f0ed3b31f3c86f83a92f5c1f5cbe63fc992cd8915daf28ca49be14463a1c \
    --hash=sha256:2738a00fca51196f5a7d44b06970ace6b8b30289839e4808d656f8a98e35faa7 \
    --hash=sha256:3414e40c073d725007a6603a18247ab7af3467e1af4a5e5a24e4c27bc26673b4 \
    --hash=sha256:341fa68a7403e10a95c7b6e41134b0da3a7b835ecff1eb266294408535a06eb6 \
    --hash=sha256:3bef39f8587754f2d644b2e831e102fa08ace9a5a1af4b583b122e6fd3e083ab \
    --hash=sha256:47ee7af083623d2091954fa71c7549b8443168f41b7c5dce66510274c50fd73e \
    --hash=sha256:4d0c1b0f9f6915619e2a0d3853e5763d4d66876892ad352e7d7b93a737556978 \
    --hash=sha256:4d17873d3e607d398b85126cd4ed7aad89e4e9d89fc744cdab1af3189a996c2a \
    --hash=sha256:6ad5c2810fc6c684254a7792bf1cbaf1606cdee2a253f8bd259c43135d87cfb4 \
    --hash=sha256:730f3297b26749b216a06e4327fe0be59b8d05f7d594fb6caff4287b69654589 \
    --hash=sha256:73f305fbf31607b35ce919fae636ab8b80d175328ed38fdc6f354e813b86ee37 \
    --hash=sha256:8021271a79f35b842c02a1794465a651a9d06ec2080f76ebc3b7adce77d08233 \
    --hash=sha256:81e7dcc5e9587f2567e52deaff5220b175bf2f648951549eae5fc9383b62bc37 \
    --hash=sha256:89ee7d595f5939cc20bf946faedcb5137d975f03ae080f300ebb4398f16a5bd4 \
    --hash=sha256:9e0fc891d6358bf376cc0ae1fee10a650478172ae9ba359daba1785fc496cd1a \
    --hash=sha256:9e8d2e519852adb1b420e018f5ac6e6684b2b877478adf7fda2cfdb58f5acb5d \
    --hash=sha256:a3764ba8195c9baf0925a96da0743ff218067a269f01d155ca3558deed2658ca \
    --hash=sha256:a518d3f9889ef920116f9fa56d0338069e110f823926356946dae83bc9e33e19 \
    --hash=sha256:aa60d82e29fcd0a736e86feb63a11d2380322d77a9369a54be8b0965a3985f71 \
    --hash=sha256:b328eafa86a2a67303fdb1d25677d15b70cd2a5229aabec7670ec5ea840f1375 \
    --hash=sha256:b5eb07acd115aa6208b4058211138393a7e6c2cf12b6f213ede10f658f6a714f \
    --hash=sha256:bdf1dfe2a3ca56f5529118baf33a13efed2783c528f4a36409b46bbd2d9d48eb \
    --hash=sha256:d8c00a42863e4f4733ac9d078bbfad816249c01451740e6f5053ecc7db6d6368 \
    --hash=sha256:e443e7077a6e2d3faeea72f5a92c9f12c63722686eb80bb40a0f04e4a7e267ad \
    --hash=sha256:e83a9abe653835da3b37fb6ae04b45480c1de11b3134bd40b09717192a1456ea \
    --hash=sha256:e93bd5d220f3cb6fc5fc1bffd5b094966cab8ee99f6c57c02e95710513d6ac3f \
    --hash=sha256:f1c08befa85e93acc992b72a390ddb7bd876190f1360e61d10cf43833463bc9c \
    --hash=sha256:f4ff0649a2df674c7ffb6fa1a06bffdb82a6adf09a48e90e000a15a6aaa734b0 \
    --hash=sha256:fe76140ae7adc5ff0e60a3f0d56f4fffef484efa803c3efebf2fcd734d72ecb5
    # via
    #   -c requirements/ci/research-env.txt
    #   -c requirements/constraints.txt
    #   vaquum-limen
sympy==1.14.0 \
    --hash=sha256:d3d3fe8df1e5a0b42f0e7bdf50541697dbe7d23746e894990c030e2b05e72517 \
    --hash=sha256:e091cc3e99d2141a0ba2847328f5479b05d94a6635cb96148ccb3f34671bd8f5
    # via
    #   -c requirements/ci/research-env.txt
    #   torch
ta-lib==0.6.8 \
    --hash=sha256:02388054c059945e5f02625f5075bac20a1803573cb43e7d096091027511961f \
    --hash=sha256:094677b279a59c3f01c3aca8a889fda3523fd641a3805f69a2d642121b72e55e \
    --hash=sha256:0a08a29690a922ba92a6cf42902a8a93c6fbda4cfed62c3c5b0471560ef60135 \
    --hash=sha256:0ccd478ff5735831bf2a61d653466bfda8afadc26ad58ca6b1edb9e7521cc674 \
    --hash=sha256:0e371d14b49e70caa973a234c8823341dd446f5c5d7acc826868bb42b272bdc0 \
    --hash=sha256:11a373c9308eae3bac2d56d37017f9ab63968cc074a8b95be879aae3d13133aa \
    --hash=sha256:128ec92e6a0e9ff7a38edef80e3b74f15bb2ed1c531d5d3252c8dca22677651b \
    --hash=sha256:1fb4028437201e19014e4e374272b739867c8a3eb655da46675ef4c2ff14b616 \
    --hash=sha256:282e49c766b5952dd8796f77d7ed3ae412cdd88e31f845b1fbbb86ac6cb7bebf \
    --hash=sha256:2b369cabb48485fbf444beb3f5a878075367b99c2c86db2f796afeabebc749e0 \
    --hash=sha256:2bf714333788bf5175f2512b86d2ed129e89ae6f6c2923e8a297a1e3395e13b5 \
    --hash=sha256:30de46b55873b51be945a09edf486afcc190dc47eff9fb5d2b12c9f7e3d743da \
    --hash=sha256:34e3b12407ddf99f6627435aa8a165f094339bb7dc33de92e1d7472e9f237304 \
    --hash=sha256:36b2a516fce57309840f5ef3fa2fd0c4449293fc72536a0400d2e1e26b414da8 \
    --hash=sha256:3a9195299df9d7d2a6e9d16bebd6b706b0ea99e4b871864c4b034c2577e21a77 \
    --hash=sha256:3c32fc0f546ceecc47dd45f33d72ab4a1e341b80d9081c2d77b100add5d49104 \
    --hash=sha256:3d7333e907bff3e3997e54f89733ffa8d619842a3e1cd962bca34bdc11944c28 \
    --hash=sha256:4795e93d130c9b7fb661f0cead49752ae6a980437df74b99d5918026c212443e \
    --hash=sha256:490e19a45cd3cdd6dfe6b46019f7ffe1103500750b41b51996a870e7c1c5f066 \
    --hash=sha256:4aa0fe08383f3e5fc7d2f8cf9b42ac778f4d53fd75bcd2799a858225954eab89 \
    --hash=sha256:559326d8f3d904cd4aa61f6a392d5626f35eec6a9f6cc83bcddb0abf88c40516 \
    --hash=sha256:5929c83bd8cb7572d1c17ffdbf0eac235bf3c4d53cde1950cf89d944eaf97525 \
    --hash=sha256:5bfd21b6acb32e20d4e279c34405a34e63da345be4b2b6eabd683e1a88857406 \
    --hash=sha256:613cf06313331f49dd7b85a5a24fbddb1156c9723b6921a231906241726e5aee \
    --hash=sha256:66a8e1c1e899d15a2f7510e43527fba22d895e7f6058d027db3e3837d88a69de \
    --hash=sha256:691a62926ba09f2653ec0908554b3635497efb7751c5d46b916cd1ebbb1d3c25 \
    --hash=sha256:6c1fd18e45c39d5a4be4b0d6a20c141e43fe46daeb1b2e2f304ebae7015ab6e6 \
    --hash=sha256:6c6a1e8f98de92e817491b50aa4d01d69a1b41a4ed3173747e8f16f0d4cf81cc \
    --hash=sha256:6cf029b886cfb28a2701503b7c602b811f2daa45276bd6459b0c71e051deb497 \
    --hash=sha256:71506116eac0d3e3598d6325b4b818c3a0f6acb3222b24d30ad726e8c4bf7ea8 \
    --hash=sha256:7993164e8e9f78ec31d38c47850ca6ba5451788b5b49a8a2dbb3322b36b5693b \
    --hash=sha256:7a5cc6bf60791d8274edfdfe2dd7cec3f00f656dcc92e2b0a9af06c8b18ce6a6 \
    --hash=sha256:87c1cc1057d903b78a8257a7c5f497db6fd5284f5080392bd57b66031d7389a3 \
    --hash=sha256:98376c75bd6c103c74396953084a5e0798ffe476aecbfcc51ec6d100a685ac38 \
    --hash=sha256:a395524b0fafa10446d11e11acb4742e919523de58aac03b791f26d7a783bcf0 \
    --hash=sha256:a5100a4be91b7d4b7c8fe16a3600bd0951e10205eb1066b6873afd3996b51ee4 \
    --hash=sha256:a63a52221f8c73f82f4e00493351d987f594931198589287aee96f8da673cfd5 \
    --hash=sha256:a89734a7bcb2ea3b6fd600a74d6fbcdb8d3fa3f7917dbd978e039710b5509c9c \
    --hash=sha256:b165f5e6de1ccc964e863bd2035807a4d3bad3e0481f9db2dc52034d6ad4f9de \
    --hash=sha256:b3845e4c2fa32963fb7f384ebbaa2761b0e6b96145239bf80e956d4aff4b071c \
    --hash=sha256:b3b017d9103e7a7372a146773be32b184ff7330bd708d40b1f56f06a686756ed \
    --hash=sha256:b6c6e4858d8c3f88e19b7aa94b6a7619108f0bee51da9fa67b0785a8b59955f9 \
    --hash=sha256:bfad1202fb1f9140e3810cc607058395f59032d9128cc0d716900c78bea5f337 \
    --hash=sha256:c01809fb602e2fefc8cbfb3b603bb59d2a2eaee8708410896d48a835ba00e7c5 \
    --hash=sha256:cce8de9d48289927ed18aaa420740efd52b2cd9289da32e3799afbb3a02822e8 \
    --hash=sha256:ce2bc1ea01200b6d8130ab917296d05d77a1a571ec6c1ee25cfca6d55cd5db4a \
    --hash=sha256:d4601e2a8b46ffbf540601a4926fd6cc5aae8a13b36fdd467f1040f01f9edaed \
    --hash=sha256:d556d1c256b3700b60b6b061664a667b2e49d599c2772d46a9f2348f2dc4ab5c \
    --hash=sha256:ddf7453acd03b966624ebefdb38169b5bbbeea1a1a58c90b095667247f9de327 \
    --hash=sha256:e781eeb65b2007af553389c8a7fb7bc53cb856118b0fcffb2c26b0f49561c686 \
    --hash=sha256:e920c272cd9e70a6b10eae9203cc96845da142e1dd4482de9343dda3738a9862 \
    --hash=sha256:f5b6174bf4bf9152e368561dff410203c6921e4dd2afbcda3283a95957158112 \
    --hash=sha256:f69bd42fd2515060af69b120668213121264bb7976b113954b6f9db327727c65 \
    --hash=sha256:f823d0f6b04a6797fbe253bcf91666e71a6b63c290683819650c68b2468ebe64 \
    --hash=sha256:fa7e9f2e80a9535f9692e113d02b4268b5f88675a730d1b0ef0abeb74c9a4e80
    # via
    #   -c requirements/ci/research-env.txt
    #   -c requirements/constraints.txt
    #   vaquum-limen
threadpoolctl==3.6.0 \
    --hash=sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb \
    --hash=sha256:8ab8b4aa3491d812b623328249fab5302a68d2d71745c8a4c719a2fcaba9f44e
    # via
    #   -c requirements/ci/research-env.txt
    #   scikit-learn
tomli==2.4.1 \
    --hash=sha256:01f520d4f53ef97964a240a035ec2a869fe1a37dde002b57ebc4417a27ccd853 \
    --hash=sha256:0d85819802132122da43cb86656f8d1f8c6587d54ae7dcaf30e90533028b49fe \
    --hash=sha256:136443dbd7e1dee43c68ac2694fde36b2849865fa258d39bf822c10e8068eac5 \
    --hash=sha256:1d8591993e228b0c930c4bb0db464bdad97b3289fb981255d6c9a41aedc84b2d \
    --hash=sha256:2190f2e9dd7508d2a90ded5ed369255980a1bcdd58e52f7fe24b8162bf9fedbd \
    --hash=sha256:2c1c351919aca02858f740c6d33adea0c5deea37f9ecca1cc1ef9e884a619d26 \
    --hash=sha256:36d2bd2ad5fb9eaddba5226aa02c8ec3fa4f192631e347b3ed28186d43be6b54 \
    --hash=sha256:3d48a93ee1c9b79c04bb38772ee1b64dcf18ff43085896ea460ca8dec96f35f6 \
    --hash=sha256:47149d5bd38761ac8be13a84864bf0b7b70bc051806bc3669ab1cbc56216b23c \
    --hash=sha256:4ab97e64ccda8756376892c53a72bd1f964e519c77236368527f758fbc36a53a \
    --hash=sha256:4b605484e43cdc43f0954ddae319fb75f04cc10dd80d830540060ee7cd0243cd \
    --hash=sha256:504aa796fe0569bb43171066009ead363de03675276d2d121ac1a4572397870f \
    --hash=sha256:51529d40e3ca50046d7606fa99ce3956a617f9b36380da3b7f0dd3dd28e68cb5 \
    --hash=sha256:52c8ef851d9a240f11a88c003eacb03c31fc1c9c4ec64a99a0f922b93874fda9 \
    --hash=sha256:559db847dc486944896521f68d8190be1c9e719fced785720d2216fe7022b662 \
    --hash=sha256:5a881ab208c0baf688221f8cecc5401bd291d67e38a1ac884d6736cbcd8247e9 \
    --hash=sha256:5cb41aa38891e073ee49d55fbc7839cfdb2bc0e600add13874d048c94aadddd1 \
    --hash=sha256:5e262d41726bc187e69af7825504c933b6794dc3fbd5945e41a79bb14c31f585 \
    --hash=sha256:5ee18d9ebdb417e384b58fe414e8d6af9f4e7a0ae761519fb50f721de398dd4e \
    --hash=sha256:7008df2e7655c495dd12d2a4ad038ff878d4ca4b81fccaf82b714e07eae4402c \
    --hash=sha256:734e20b57ba95624ecf1841e72b53f6e186355e216e5412de414e3c51e5e3c41 \
    --hash=sha256:7c7e1a961a0b2f2472c1ac5b69affa0ae1132c39adcb67aba98568702b9cc23f \
    --hash=sha256:7f86fd587c4ed9dd76f318225e7d9b29cfc5a9d43de44e5754db8d1128487085 \
    --hash=sha256:7f94b27a62cfad8496c8d2513e1a222dd446f095fca8987fceef261225538a15 \
    --hash=sha256:88dceee75c2c63af144e456745e10101eb67361050196b0b6af5d717254dddf7 \
    --hash=sha256:8a650c2dbafa08d42e51ba0b62740dae4ecb9338eefa093aa5c78ceb546fcd5c \
    --hash=sha256:8d65a2fbf9d2f8352685bc1364177ee3923d6baf5e7f43ea4959d7d8bc326a36 \
    --hash=sha256:96481a5786729fd470164b47cdb3e0e58062a496f455ee41b4403be77cb5a076 \
    --hash=sha256:a120733b01c45e9a0c34aeef92bf0cf1d56cfe81ed9d47d562f9ed591a9828ac \
    --hash=sha256:b1d22e6e9387bf4739fbe23bfa80e93f6b0373a7f1b96c6227c32bef95a4d7a8 \
    --hash=sha256:b8c198f8c1805dc42708689ed6864951fd2494f924149d3e4bce7710f8eb5232 \
    --hash=sha256:c2541745709bad0264b7d4705ad453b76ccd191e64aa6f0fc66b69a293a45ece \
    --hash=sha256:c742f741d58a28940ce01d58f0ab2ea3ced8b12402f162f4d534dfe18ba1cd6a \
    --hash=sha256:c7f2c7f2b9ca6bdeef8f0fa897f8e05085923eb091721675170254cbc5b02897 \
    --hash=sha256:d312ef37c91508b0ab2cee7da26ec0b3ed2f03ce12bd87a588d771ae15dcf82d \
    --hash=sha256:d4d8fe59808a54658fcc0160ecfb1b30f9089906c50b23bcb4c69eddc19ec2b4 \
    --hash=sha256:da25dc3563bff5965356133435b757a795a17b17d01dbc0f42fb32447ddfd917 \
    --hash=sha256:eab21f45c7f66c13f2a9e0e1535309cee140182a9cdae1e041d02e47291e8396 \
    --hash=sha256:eb0dc4e38e6a1fd579e5d50369aa2e10acfc9cace504579b2faabb478e76941a \
    --hash=sha256:ec9bfaf3ad2df51ace80688143a6a4ebc09a248f6ff781a9945e51937008fcbc \
    --hash=sha256:ede3e6487c5ef5d28634ba3f31f989030ad6af71edfb0055cbbd14189ff240ba \
    --hash=sha256:f3c6818a1a86dd6dca7ddcaaf76947d5ba31aecc28cb1b67009a5877c9a64f3f \
    --hash=sha256:f758f1b9299d059cc3f6546ae2af89670cb1c4d48ea29c3cacc4fe7de3058257 \
    --hash=sha256:f8f0fc26ec2cc2b965b7a3b87cd19c5c6b8c5e5f436b984e85f486d652285c30 \
    --hash=sha256:fd0409a3653af6c147209d267a0e4243f0ae46b011aa978b1080359fddc9b6cf \
    --hash=sha256:ff18e6a727ee0ab0388507b89d1bc6a22b138d1e2fa56d1ad494586d61d2eae9 \
    --hash=sha256:ff2983983d34813c1aeb0fa89091e76c3a22889ee83ab27c5eeb45100560c049
    # via
    #   -c requirements/ci/research-env.txt
    #   -c requirements/constraints.txt
    #   build
    #   coverage
    #   pytest
    #   vaquum-limen
torch==2.13.0 \
    --hash=sha256:024c6cc0c1b085f2f91f20a3dc27b0471d021c31ce84b81be3afdc39f791fd9d \
    --hash=sha256:092790c696a760c729fd5722835f50b9d81fd7c8f141571f3f3cf4081a8f664c \
    --hash=sha256:0ab4b69f3ee03a62a002cfbf77b1ca5e88aceb4ea64cb4388bb28f638ddbb045 \
    --hash=sha256:1e09d6a722504957c694faceca843acde562786df1144ebcc5a74075ec7f6005 \
    --hash=sha256:2bd30b6b730d987fa386ce3898933762c5cb8cc82eb0535211d787cc3ce2dfeb \
    --hash=sha256:2fe228aba290d14b9f31b049be550dbd469c3fd3013d7a19705b30454da97027 \
    --hash=sha256:31061ff56ed8fbf26c749806905aeb749ebeb819810fd5d52508aa5afd90dddc \
    --hash=sha256:33449899ce5496c1b84b4853179d94fd102028ae1407314d9fb956bb79e70d09 \
    --hash=sha256:49b58f1e2c52440abb6f17c28f0335fe6c6d01ad1a7f55b0183b81e4b34d64e6 \
    --hash=sha256:49f1ea385c754e54919408a9bb3b5a72b0b755bbe2c916c1d6f70afbec4908a2 \
    --hash=sha256:4f8573e3ce9ebcd53fe922f01077a6085ccdfbe5f12fd215883a9d87d7a744fd \
    --hash=sha256:572df8be8ffb4599c88cbd6a0726f1f854f4da65d2e3c09f0e2c2283333cd6d4 \
    --hash=sha256:60fcdcb2f3876e21146cb4524ef06397d727ca9ad5f020818547e25075fe3cb7 \
    --hash=sha256:796633c4cdf0fe2cdced72d8f88f22e73dbcfce83132763162f6d4bff13b820b \
    --hash=sha256:94f0de129916f77b8dc2c7a8eff644cfeddfe59e39c9f55e9f6e17543410281d \
    --hash=sha256:a0d8b11f16a48d60e2015d8213aa0390744cbebb98e58b62b3514dddc656e330 \
    --hash=sha256:a3893dc2da0a972a8ca5d698c85a9f967559ac5f8ee1797b77408aa8734d073c \
    --hash=sha256:a3a9a21312872af8a26950b2c15680335a386a1f56ed03e780653d78b9607e9e \
    --hash=sha256:a7de8a313090dc5c7d7ba4bfe5c3be222528f9a4dba1acc83bddb1157360c4b8 \
    --hash=sha256:c28def70706c2f9ecc752574766e8ae4da9b810ab6676b611166761a78a9f1e1 \
    --hash=sha256:c78b7b4d04461855a764cf01bae9a462bb88bc93defcfa11235cbc8fdf3e12c4 \
    --hash=sha256:cc26eead4cf51d0b544e31e364dcf000846549c273bd148936fe9d24d29acb92 \
    --hash=sha256:d849b390e07d8d333ce8ecaf91b273c656c598379a19c9acf1318a883f6b391c \
    --hash=sha256:e76f9bcecc52b8ff711239a2f7547d5353df95878ab232f0773c1d95928b92f8
    # via
    #   -c requirements/ci/research-env.txt
    #   -c requirements/constraints.txt
    #   vaquum-limen
tqdm==4.68.4 \
    --hash=sha256:19829c9673638f2a0b8617da4cdcb927e831cd88bcfcb6e78d42a4d1af131520 \
    --hash=sha256:5168118b2368f48c561afda8020fd79195b1bdb0bdf8086b88442c267a315dc2
    # via
    #   -c requirements/ci/research-env.txt
    #   -c requirements/constraints.txt
    #   vaquum-limen
typing-extensions==4.16.0 \
    --hash=sha256:481caa481374e813c1b176ada14e97f1f67a4539ce9cfeb3f350d78d6370c2e8 \
    --hash=sha256:dc983d19a509c94dba722ee6abd33940f7c05a89e243c47e907eb4db6f1a43e5
    # via
    #   -c requirements/ci/research-env.txt
    #   -c requirements/constraints.txt
    #   exceptiongroup
    #   referencing
    #   torch
    #   vaquum-limen
tzdata==2026.3 \
    --hash=sha256:4a1518b8993086a7982523e071643f3c0e5f213e75b21318e78bcabfff9d1415 \
    --hash=sha256:dc096730c87af6cab1b171c9d532be840741ff5d459015e7f6947bd7d7e54931
    # via
    #   -c requirements/ci/research-env.txt
    #   pandas
urllib3==2.7.0 \
    --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \
    --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897
    # via
    #   -c requirements/ci/research-env.txt
    #   requests
xgboost==3.2.0 \
    --hash=sha256:0d169736fd836fc13646c7ab787167b3a8110351c2c6bc770c755ee1618f0442 \
    --hash=sha256:2f661966d3e322536d9c448090a870fcba1e32ee5760c10b7c46bac7a342079a \
    --hash=sha256:852eabc6d3b3702a59bf78dbfdcd1cb9c4d3a3b6e5ed1f8781d8b9512354fdd2 \
    --hash=sha256:99b0e9a2a64896cdaf509c5e46372d336c692406646d20f2af505003c0c5d70d \
    --hash=sha256:99b4a6bbcb47212fec5cf5fbe12347215f073c08967431b0122cfbd1ee70312c \
    --hash=sha256:eabbd40d474b8dbf6cb3536325f9150b9e6f0db32d18de9914fb3227d0bef5b7
    # via
    #   -c requirements/ci/research-env.txt
    #   -c requirements/constraints.txt
    #   vaquum-limen
zipp==4.1.0 \
    --hash=sha256:25ad4e16390cd314347dd8f1de67a2ac538ae658ed4ab9db16029c07c188e97f \
    --hash=sha256:4cb57381f544315db7688e976e922a2b18cdb513d21cc194eb42232ba2a3e602
    # via
    #   -c requirements/ci/research-env.txt
    #   importlib-metadata

# The following packages were excluded from the output:
# vaquum-limen
