version = 3
[[package]]
name = "adler"
version = "1.0.2"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "f26201604c87b1e01bd3d98f8d5d9a8fcbb815e8cedb41ffccbeb4bf593a35fe"
[[package]]
name = "anyhow"
version = "1.0.48"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "62e1f47f7dc0422027a4e370dd4548d4d66b26782e513e98dca1e689e058a80e"
[[package]]
name = "approx"
version = "0.4.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "3f2a05fd1bd10b2527e20a2cd32d8873d115b8b39fe219ee25f42a8aca6ba278"
dependencies = [
"num-traits",
]
[[package]]
name = "autocfg"
version = "1.1.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "d468802bab17cbc0cc575e9b053f41e72aa36bfa6b7f55e3529ffa43161b97fa"
[[package]]
name = "block-buffer"
version = "0.7.3"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "c0940dc441f31689269e10ac70eb1002a3a1d3ad1390e030043662eb7fe4688b"
dependencies = [
"block-padding",
"byte-tools",
"byteorder",
"generic-array",
]
[[package]]
name = "block-padding"
version = "0.1.5"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "fa79dedbb091f449f1f39e53edf88d5dbe95f895dae6135a8d7b881fb5af73f5"
dependencies = [
"byte-tools",
]
[[package]]
name = "bstr"
version = "0.2.17"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "ba3569f383e8f1598449f1a423e72e99569137b47740b1da11ef19af3d5c3223"
dependencies = [
"lazy_static",
"memchr",
"regex-automata",
"serde",
]
[[package]]
name = "byte-tools"
version = "0.3.1"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "e3b5ca7a04898ad4bcd41c90c5285445ff5b791899bb1b0abdd2a2aa791211d7"
[[package]]
name = "byteorder"
version = "1.4.3"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "14c189c53d098945499cdfa7ecc63567cf3886b3332b312a5b4585d8d3a6a610"
[[package]]
name = "cauchy"
version = "0.4.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "9ff11ddd2af3b5e80dd0297fee6e56ac038d9bdc549573cdb51bd6d2efe7f05e"
dependencies = [
"num-complex",
"num-traits",
"rand",
"serde",
]
[[package]]
name = "cblas-sys"
version = "0.1.4"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "b6feecd82cce51b0204cf063f0041d69f24ce83f680d87514b004248e7b0fa65"
dependencies = [
"libc",
]
[[package]]
name = "cfg-if"
version = "1.0.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "baf1de4339761588bc0619e3cbc0120ee582ebb74b53b4efbf79117bd2da40fd"
[[package]]
name = "crc32fast"
version = "1.3.2"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "b540bd8bc810d3885c6ea91e2018302f68baba2129ab3e88f32389ee9370880d"
dependencies = [
"cfg-if",
]
[[package]]
name = "csv"
version = "1.1.6"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "22813a6dc45b335f9bade10bf7271dc477e81113e89eb251a0bc2a8a81c536e1"
dependencies = [
"bstr",
"csv-core",
"itoa",
"ryu",
"serde",
]
[[package]]
name = "csv-core"
version = "0.1.10"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "2b2466559f260f48ad25fe6317b3c8dac77b5bdb5763ac7d9d6103530663bc90"
dependencies = [
"memchr",
]
[[package]]
name = "digest"
version = "0.8.1"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "f3d0c8c8752312f9713efd397ff63acb9f85585afbf179282e720e7704954dd5"
dependencies = [
"generic-array",
]
[[package]]
name = "either"
version = "1.6.1"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "e78d4f1cc4ae33bbfc157ed5d5a5ef3bc29227303d595861deb238fcec4e9457"
[[package]]
name = "fake-simd"
version = "0.1.2"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "e88a8acf291dafb59c2d96e8f59828f3838bb1a70398823ade51a84de6a6deed"
[[package]]
name = "flate2"
version = "1.0.22"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "1e6988e897c1c9c485f43b47a529cef42fde0547f9d8d41a7062518f1d8fc53f"
dependencies = [
"cfg-if",
"crc32fast",
"libc",
"miniz_oxide",
]
[[package]]
name = "generic-array"
version = "0.12.4"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "ffdf9f34f1447443d37393cc6c2b8313aebddcd96906caf34e54c68d8e57d7bd"
dependencies = [
"typenum",
]
[[package]]
name = "getrandom"
version = "0.2.5"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "d39cd93900197114fa1fcb7ae84ca742095eed9442088988ae74fa744e930e77"
dependencies = [
"cfg-if",
"libc",
"wasi",
]
[[package]]
name = "hashbrown"
version = "0.11.2"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "ab5ef0d4909ef3724cc8cce6ccc8572c5c817592e9285f5464f8e86f8bd3726e"
[[package]]
name = "indexmap"
version = "1.8.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "282a6247722caba404c065016bbfa522806e51714c34f5dfc3e4a3a46fcb4223"
dependencies = [
"autocfg",
"hashbrown",
]
[[package]]
name = "itertools"
version = "0.10.3"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "a9a9d19fa1e79b6215ff29b9d6880b706147f16e9b1dbb1e4e5947b5b02bc5e3"
dependencies = [
"either",
]
[[package]]
name = "itoa"
version = "0.4.8"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "b71991ff56294aa922b450139ee08b3bfc70982c6b2c7562771375cf73542dd4"
[[package]]
name = "kdtree"
version = "0.6.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "80ee359328fc9087e9e3fc0a4567c4dd27ec69a127d6a70e8d9dd22845b8b1a2"
dependencies = [
"num-traits",
]
[[package]]
name = "lapack"
version = "0.18.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "6a7f0050af10913bc5e4f6091df38870cb5d4e45094d3dd551c1aff9d1d59b26"
dependencies = [
"lapack-sys",
"libc",
"num-complex",
]
[[package]]
name = "lapack-sys"
version = "0.12.1"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "c1d3a8a9f07310243de6c6226f039f14bce8d2f4c96b5d30ddbcfa31eb4e94ad"
dependencies = [
"libc",
]
[[package]]
name = "lax"
version = "0.2.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "e49ff5bbaf07352b492b17aab73a86871f0c6029f427035fd0562cd0df573c8a"
dependencies = [
"cauchy",
"lapack",
"num-traits",
"thiserror",
]
[[package]]
name = "lazy_static"
version = "1.4.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "e2abad23fbc42b3700f2f279844dc832adb2b2eb069b2df918f455c4e18cc646"
[[package]]
name = "libc"
version = "0.2.119"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "1bf2e165bb3457c8e098ea76f3e3bc9db55f87aa90d52d0e6be741470916aaa4"
[[package]]
name = "libm"
version = "0.2.2"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "33a33a362ce288760ec6a508b94caaec573ae7d3bbbd91b87aa0bad4456839db"
[[package]]
name = "linfa"
version = "0.5.1"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "a8fdc219ba54965c5574c88b43053790765f6f4e3bf6a6bf1db48ba9c1c11806"
dependencies = [
"anyhow",
"approx",
"ndarray",
"ndarray-linalg",
"num-traits",
"rand",
"thiserror",
]
[[package]]
name = "linfa-datasets"
version = "0.5.1"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "3009ddd058d7fe476f62c374577ee7af8ef918ba05fe06c519d72d7a801a1e73"
dependencies = [
"csv",
"flate2",
"linfa",
"ndarray",
"ndarray-csv",
]
[[package]]
name = "linfa-kernel"
version = "0.5.1"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "7c9d71df68617c85d30ba2b8449bc1b7bb2504e3a4e8cb36e55267fd6e7acb51"
dependencies = [
"linfa",
"linfa-nn",
"ndarray",
"num-traits",
"sprs",
]
[[package]]
name = "linfa-nn"
version = "0.5.1"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "dd66153c8377b7316a0084d8a71925544a4cade821abd9700674343b2c36432d"
dependencies = [
"kdtree",
"linfa",
"ndarray",
"ndarray-stats",
"noisy_float",
"num-traits",
"order-stat",
"thiserror",
]
[[package]]
name = "linfa-reduction"
version = "0.5.1"
dependencies = [
"approx",
"linfa",
"linfa-datasets",
"linfa-kernel",
"ndarray",
"ndarray-linalg",
"ndarray-npy",
"ndarray-rand",
"num-traits",
"rand",
"serde",
"thiserror",
]
[[package]]
name = "maplit"
version = "1.0.2"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "3e2e65a1a2e43cfcb47a895c4c8b10d1f4a61097f9f254f183aee60cad9c651d"
[[package]]
name = "matrixmultiply"
version = "0.3.2"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "add85d4dd35074e6fedc608f8c8f513a3548619a9024b751949ef0e8e45a4d84"
dependencies = [
"rawpointer",
]
[[package]]
name = "memchr"
version = "2.4.1"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "308cc39be01b73d0d18f82a0e7b2a3df85245f84af96fdddc5d202d27e47b86a"
[[package]]
name = "miniz_oxide"
version = "0.4.4"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "a92518e98c078586bc6c934028adcca4c92a53d6a958196de835170a01d84e4b"
dependencies = [
"adler",
"autocfg",
]
[[package]]
name = "ndarray"
version = "0.15.4"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "dec23e6762830658d2b3d385a75aa212af2f67a4586d4442907144f3bb6a1ca8"
dependencies = [
"approx",
"cblas-sys",
"libc",
"matrixmultiply",
"num-complex",
"num-integer",
"num-traits",
"rawpointer",
"serde",
]
[[package]]
name = "ndarray-csv"
version = "0.5.1"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "9f7c71981ebc5a541b64a8af9db36502669932550d23c0e5e8e5a873d11902b4"
dependencies = [
"csv",
"either",
"ndarray",
"serde",
]
[[package]]
name = "ndarray-linalg"
version = "0.14.1"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "6953b6c18697bc401c596b885350ea56a696da46415a10a6ed22f2a2e3d78d74"
dependencies = [
"cauchy",
"lax",
"ndarray",
"num-complex",
"num-traits",
"rand",
"thiserror",
]
[[package]]
name = "ndarray-npy"
version = "0.8.1"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "f85776816e34becd8bd9540818d7dc77bf28307f3b3dcc51cc82403c6931680c"
dependencies = [
"byteorder",
"ndarray",
"num-traits",
"py_literal",
]
[[package]]
name = "ndarray-rand"
version = "0.14.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "65608f937acc725f5b164dcf40f4f0bc5d67dc268ab8a649d3002606718c4588"
dependencies = [
"ndarray",
"rand",
"rand_distr",
]
[[package]]
name = "ndarray-stats"
version = "0.5.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "22877ad014bafa2f7dcfa5d556b0c7a52b0546cc98061a1ebef6d1834957b069"
dependencies = [
"indexmap",
"itertools",
"ndarray",
"noisy_float",
"num-integer",
"num-traits",
"rand",
]
[[package]]
name = "noisy_float"
version = "0.2.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "978fe6e6ebc0bf53de533cd456ca2d9de13de13856eda1518a285d7705a213af"
dependencies = [
"num-traits",
]
[[package]]
name = "num-bigint"
version = "0.4.3"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "f93ab6289c7b344a8a9f60f88d80aa20032336fe78da341afc91c8a2341fc75f"
dependencies = [
"autocfg",
"num-integer",
"num-traits",
]
[[package]]
name = "num-complex"
version = "0.4.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "26873667bbbb7c5182d4a37c1add32cdf09f841af72da53318fdb81543c15085"
dependencies = [
"num-traits",
"rand",
"serde",
]
[[package]]
name = "num-integer"
version = "0.1.44"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "d2cc698a63b549a70bc047073d2949cce27cd1c7b0a4a862d08a8031bc2801db"
dependencies = [
"autocfg",
"num-traits",
]
[[package]]
name = "num-traits"
version = "0.2.14"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "9a64b1ec5cda2586e284722486d802acf1f7dbdc623e2bfc57e65ca1cd099290"
dependencies = [
"autocfg",
"libm",
]
[[package]]
name = "opaque-debug"
version = "0.2.3"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "2839e79665f131bdb5782e51f2c6c9599c133c6098982a54c794358bf432529c"
[[package]]
name = "order-stat"
version = "0.1.3"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "efa535d5117d3661134dbf1719b6f0ffe06f2375843b13935db186cd094105eb"
[[package]]
name = "pest"
version = "2.1.3"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "10f4872ae94d7b90ae48754df22fd42ad52ce740b8f370b03da4835417403e53"
dependencies = [
"ucd-trie",
]
[[package]]
name = "pest_derive"
version = "2.1.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "833d1ae558dc601e9a60366421196a8d94bc0ac980476d0b67e1d0988d72b2d0"
dependencies = [
"pest",
"pest_generator",
]
[[package]]
name = "pest_generator"
version = "2.1.3"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "99b8db626e31e5b81787b9783425769681b347011cc59471e33ea46d2ea0cf55"
dependencies = [
"pest",
"pest_meta",
"proc-macro2",
"quote",
"syn",
]
[[package]]
name = "pest_meta"
version = "2.1.3"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "54be6e404f5317079812fc8f9f5279de376d8856929e21c184ecf6bbd692a11d"
dependencies = [
"maplit",
"pest",
"sha-1",
]
[[package]]
name = "ppv-lite86"
version = "0.2.16"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "eb9f9e6e233e5c4a35559a617bf40a4ec447db2e84c20b55a6f83167b7e57872"
[[package]]
name = "proc-macro2"
version = "1.0.36"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "c7342d5883fbccae1cc37a2353b09c87c9b0f3afd73f5fb9bba687a1f733b029"
dependencies = [
"unicode-xid",
]
[[package]]
name = "py_literal"
version = "0.4.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "102df7a3d46db9d3891f178dcc826dc270a6746277a9ae6436f8d29fd490a8e1"
dependencies = [
"num-bigint",
"num-complex",
"num-traits",
"pest",
"pest_derive",
]
[[package]]
name = "quote"
version = "1.0.15"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "864d3e96a899863136fc6e99f3d7cae289dafe43bf2c5ac19b70df7210c0a145"
dependencies = [
"proc-macro2",
]
[[package]]
name = "rand"
version = "0.8.5"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "34af8d1a0e25924bc5b7c43c079c942339d8f0a8b57c39049bef581b46327404"
dependencies = [
"libc",
"rand_chacha",
"rand_core",
]
[[package]]
name = "rand_chacha"
version = "0.3.1"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "e6c10a63a0fa32252be49d21e7709d4d4baf8d231c2dbce1eaa8141b9b127d88"
dependencies = [
"ppv-lite86",
"rand_core",
]
[[package]]
name = "rand_core"
version = "0.6.3"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "d34f1408f55294453790c48b2f1ebbb1c5b4b7563eb1f418bcfcfdbb06ebb4e7"
dependencies = [
"getrandom",
]
[[package]]
name = "rand_distr"
version = "0.4.3"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "32cb0b9bc82b0a0876c2dd994a7e7a2683d3e7390ca40e6886785ef0c7e3ee31"
dependencies = [
"num-traits",
"rand",
]
[[package]]
name = "rawpointer"
version = "0.2.1"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "60a357793950651c4ed0f3f52338f53b2f809f32d83a07f72909fa13e4c6c1e3"
[[package]]
name = "regex-automata"
version = "0.1.10"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "6c230d73fb8d8c1b9c0b3135c5142a8acee3a0558fb8db5cf1cb65f8d7862132"
[[package]]
name = "ryu"
version = "1.0.9"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "73b4b750c782965c211b42f022f59af1fbceabdd026623714f104152f1ec149f"
[[package]]
name = "serde"
version = "1.0.136"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "ce31e24b01e1e524df96f1c2fdd054405f8d7376249a5110886fb4b658484789"
dependencies = [
"serde_derive",
]
[[package]]
name = "serde_derive"
version = "1.0.136"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "08597e7152fcd306f41838ed3e37be9eaeed2b61c42e2117266a554fab4662f9"
dependencies = [
"proc-macro2",
"quote",
"syn",
]
[[package]]
name = "sha-1"
version = "0.8.2"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "f7d94d0bede923b3cea61f3f1ff57ff8cdfd77b400fb8f9998949e0cf04163df"
dependencies = [
"block-buffer",
"digest",
"fake-simd",
"opaque-debug",
]
[[package]]
name = "smallvec"
version = "1.8.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "f2dd574626839106c320a323308629dcb1acfc96e32a8cba364ddc61ac23ee83"
[[package]]
name = "sprs"
version = "0.11.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "6ea71e48b3eab4c4b153e8e35dcaeac132720809ef68359097b8cb54a18edd70"
dependencies = [
"ndarray",
"num-complex",
"num-traits",
"smallvec",
]
[[package]]
name = "syn"
version = "1.0.86"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "8a65b3f4ffa0092e9887669db0eae07941f023991ab58ea44da8fe8e2d511c6b"
dependencies = [
"proc-macro2",
"quote",
"unicode-xid",
]
[[package]]
name = "thiserror"
version = "1.0.30"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "854babe52e4df1653706b98fcfc05843010039b406875930a70e4d9644e5c417"
dependencies = [
"thiserror-impl",
]
[[package]]
name = "thiserror-impl"
version = "1.0.30"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "aa32fd3f627f367fe16f893e2597ae3c05020f8bba2666a4e6ea73d377e5714b"
dependencies = [
"proc-macro2",
"quote",
"syn",
]
[[package]]
name = "typenum"
version = "1.15.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "dcf81ac59edc17cc8697ff311e8f5ef2d99fcbd9817b34cec66f90b6c3dfd987"
[[package]]
name = "ucd-trie"
version = "0.1.3"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "56dee185309b50d1f11bfedef0fe6d036842e3fb77413abef29f8f8d1c5d4c1c"
[[package]]
name = "unicode-xid"
version = "0.2.2"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "8ccb82d61f80a663efe1f787a51b16b5a51e3314d6ac365b08639f52387b33f3"
[[package]]
name = "wasi"
version = "0.10.2+wasi-snapshot-preview1"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "fd6fbd9a79829dd1ad0cc20627bf1ed606756a7f77edff7b66b7064f9cb327c6"