Credits & licenses

Credits

Full acknowledgment of data sources, funding, and institutional support will be added here — TBD.

Open-source software

AFiS is built on the open-source projects below, listed by ecosystem and grouped by license. Every dependency's license text or a link to the canonical source is included further down this page.

Rust (platform/) (243 packages)

Apache-2.0 OR MIT

android_system_properties@0.1.6, anstream@1.0.0, anstyle-parse@1.0.0, anstyle-query@1.1.5, anstyle-wincon@3.0.11, anstyle@1.0.14, anyhow@1.0.104, argon2@0.5.3, atoi_simd@0.18.1, atomic-waker@1.1.2, autocfg@1.5.1, base64@0.23.1, base64ct@1.8.3, bitflags@2.13.1, blake2@0.10.6, block-buffer@0.10.4, bumpalo@3.20.3, cc@1.4.3, cfg-if@1.0.4, chacha20@0.10.1, chrono@0.4.45, clap@4.6.6, clap_builder@4.6.6, clap_derive@4.6.4, clap_lex@1.1.0, codepage@0.1.2, colorchoice@1.0.5, cookie@0.18.2, cookie_store@0.22.1, core-foundation-sys@0.8.7, cpufeatures@0.2.17, cpufeatures@0.3.0, crc32fast@1.5.0, crypto-common@0.1.7, debug_unsafe@0.1.4, deranged@0.5.8, digest@0.10.7, displaydoc@0.2.7, document-features@0.2.12, equivalent@1.0.2, errno@0.3.14, fast-float2@0.2.4, find-msvc-tools@0.1.11, flate2@1.1.9, form_urlencoded@1.2.2, futures-channel@0.3.34, futures-core@0.3.34, futures-sink@0.3.34, futures-task@0.3.34, futures-util@0.3.34, getrandom@0.2.17, getrandom@0.4.3, hashbrown@0.16.1, hashbrown@0.17.1, hashlink@0.12.1, heck@0.5.0, http@1.5.0, httparse@1.10.1, httpdate@1.0.3, iana-time-zone-haiku@0.1.2, iana-time-zone@0.1.65, idna@1.1.0, idna_adapter@1.2.2, indexmap@2.14.0, is_terminal_polyfill@1.70.2, itoa@1.0.18, js-sys@0.3.104, lazy_static@1.5.0, libc@0.2.189, litrs@1.0.0, lock_api@0.4.14, log@0.4.33, mime@0.3.17, num-conv@0.2.2, num-traits@0.2.19, once_cell@1.21.4, once_cell_polyfill@1.70.2, parking_lot@0.12.5, parking_lot_core@0.9.12, password-hash@0.5.0, percent-encoding@2.3.2, pin-project-lite@0.2.17, pkg-config@0.3.34, powerfmt@0.2.0, proc-macro2@1.0.107, quote@1.0.47, rand@0.10.2, rand_core@0.10.1, rand_core@0.6.4, regex-automata@0.4.18, regex-syntax@0.8.11, regex@1.13.1, rustls-pki-types@1.15.1, rustversion@1.0.23, scopeguard@1.2.0, serde@1.0.229, serde_core@1.0.229, serde_derive@1.0.229, serde_json@1.0.151, serde_path_to_error@0.1.20, serde_spanned@1.1.1, sha2@0.10.9, shlex@2.0.1, signal-hook-registry@1.4.8, smallvec@1.15.2, socket2@0.6.5, stable_deref_trait@1.2.1, syn@2.0.119, syn@3.0.3, thiserror-impl@2.0.20, thiserror@2.0.20, thread_local@1.1.10, time-core@0.1.9, time-macros@0.2.32, time@0.3.55, toml@1.1.4+spec-1.1.0, toml_datetime@1.1.1+spec-1.1.0, toml_parser@1.1.3+spec-1.1.0, toml_writer@1.1.2+spec-1.1.0, typed-path@0.12.3, typenum@1.20.1, unicase@2.9.0, ureq-proto@0.6.1, ureq@3.4.0, url@2.5.8, utf8-zero@0.8.1, utf8_iter@1.0.4, utf8parse@0.2.2, uuid@1.24.1, wasm-bindgen-macro-support@0.2.127, wasm-bindgen-macro@0.2.127, wasm-bindgen-shared@0.2.127, wasm-bindgen@0.2.127, windows-core@0.62.2, windows-implement@0.60.2, windows-interface@0.59.3, windows-link@0.2.1, windows-result@0.4.1, windows-strings@0.5.1, windows-sys@0.52.0, windows-sys@0.61.2, windows-targets@0.52.6, windows_aarch64_gnullvm@0.52.6, windows_aarch64_msvc@0.52.6, windows_i686_gnu@0.52.6, windows_i686_gnullvm@0.52.6, windows_i686_msvc@0.52.6, windows_x86_64_gnu@0.52.6, windows_x86_64_gnullvm@0.52.6, windows_x86_64_msvc@0.52.6, zeroize@1.9.0

MIT

axum-core@0.5.6, axum@0.8.9, bytes@1.12.1, calamine@0.36.1, generic-array@0.14.7, http-body-util@0.1.5, http-body@1.1.0, http-range-header@0.4.2, hyper-util@0.1.20, hyper@1.11.0, libsqlite3-sys@0.38.2, matchers@0.2.0, mime_guess@2.0.5, mio@1.2.2, nu-ansi-term@0.50.3, quick-xml@0.41.0, r2d2_sqlite@0.35.0, redox_syscall@0.5.18, rsqlite-vfs@0.1.1, rusqlite@0.40.2, sharded-slab@0.1.7, simd-adler32@0.3.10, slab@0.4.12, sqlite-wasm-rs@0.5.5, strsim@0.11.1, synstructure@0.13.2, tokio-macros@2.7.2, tokio-stream@0.1.19, tokio-util@0.7.19, tokio@1.53.1, tower-http@0.7.0, tower-layer@0.3.3, tower-service@0.3.3, tower@0.5.3, tracing-attributes@0.1.31, tracing-core@0.1.36, tracing-log@0.2.0, tracing-subscriber@0.3.23, tracing@0.1.44, valuable@0.1.1, winnow@1.0.4, winreg@0.56.0, zip@8.6.0, zmij@1.0.23

Unicode-3.0

icu_collections@2.3.0, icu_locale_core@2.3.0, icu_normalizer@2.3.0, icu_normalizer_data@2.3.0, icu_properties@2.3.0, icu_properties_data@2.3.0, icu_provider@2.3.1, litemap@0.8.3, potential_utf@0.1.6, tinystr@0.8.4, writeable@0.6.4, yoke-derive@0.8.2, yoke@0.8.3, zerofrom-derive@0.1.7, zerofrom@0.1.8, zerotrie@0.2.5, zerovec-derive@0.11.6, zerovec@0.11.8

MIT/Apache-2.0

fallible-iterator@0.3.0, fallible-streaming-iterator@0.1.9, r2d2@0.8.10, scheduled-thread-pool@0.2.7, serde_urlencoded@0.7.1, vcpkg@0.2.15, version_check@0.9.5

MIT OR Unlicense

aho-corasick@1.1.5, byteorder@1.5.0, memchr@2.8.3

Unlicense/MIT

csv-core@0.1.13, csv@1.4.0

Zlib

foldhash@0.2.0, zlib-rs@0.6.7

ISC

rustls-webpki@0.103.14, untrusted@0.9.0

Apache-2.0

sync_wrapper@1.0.2, zopfli@0.8.3

0BSD OR Apache-2.0 OR MIT

adler2@2.0.1

(Apache-2.0 OR MIT) AND BSD-3-Clause

encoding_rs@0.8.35

MIT AND BSD-3-Clause

matchit@0.8.4

Apache-2.0 OR MIT OR Zlib

miniz_oxide@0.8.9

Apache-2.0 OR LGPL-2.1-or-later OR MIT

r-efi@6.0.0

Apache-2.0 AND ISC

ring@0.17.14

Apache-2.0 OR ISC OR MIT

rustls@0.23.43

Apache-2.0 OR BSL-1.0

ryu@1.0.23

BSD-3-Clause

subtle@2.6.1

(MIT OR Apache-2.0) AND Unicode-3.0

unicode-ident@1.0.24

Apache-2.0 OR Apache-2.0 WITH LLVM-exception OR MIT

wasi@0.11.1+wasi-snapshot-preview1

CDLA-Permissive-2.0

webpki-roots@1.0.9

Node / npm (frontend/) (99 packages)

MIT

@emnapi/runtime@1.11.3, @img/colour@1.1.0, @next/env@16.3.1, @next/swc-darwin-arm64@16.3.1, @next/swc-darwin-x64@16.3.1, @next/swc-linux-arm64-gnu@16.3.1, @next/swc-linux-arm64-musl@16.3.1, @next/swc-linux-x64-gnu@16.3.1, @next/swc-linux-x64-musl@16.3.1, @next/swc-win32-arm64-msvc@16.3.1, @next/swc-win32-x64-msvc@16.3.1, @reduxjs/toolkit@2.12.0, @standard-schema/spec@1.1.0, @standard-schema/utils@0.3.0, @tanstack/react-table@8.21.3, @tanstack/table-core@8.21.3, @types/d3-array@3.2.2, @types/d3-color@3.1.3, @types/d3-ease@3.0.2, @types/d3-interpolate@3.0.4, @types/d3-path@3.1.1, @types/d3-scale@4.0.9, @types/d3-shape@3.1.8, @types/d3-time@3.0.4, @types/d3-timer@3.0.2, @types/react@19.2.18, @types/use-sync-external-store@0.0.6, client-only@0.0.1, clsx@2.1.1, commander@8.3.0, csstype@3.2.3, decimal.js-light@2.5.1, es-toolkit@1.51.0, eventemitter3@5.0.4, immer@11.1.18, katex@0.18.4, nanoid@3.3.18, next@16.3.1, postcss@8.5.23, react-dom@19.2.8, react-is@16.13.1, react-redux@9.3.0, react@19.2.8, recharts@3.10.1, redux-thunk@3.1.0, redux@5.0.1, reselect@5.2.0, scheduler@0.27.0, styled-jsx@5.1.6, tiny-invariant@1.3.3, use-sync-external-store@1.6.0

Apache-2.0

@img/sharp-darwin-arm64@0.35.3, @img/sharp-darwin-x64@0.35.3, @img/sharp-freebsd-wasm32@0.35.3, @img/sharp-linux-arm64@0.35.3, @img/sharp-linux-arm@0.35.3, @img/sharp-linux-ppc64@0.35.3, @img/sharp-linux-riscv64@0.35.3, @img/sharp-linux-s390x@0.35.3, @img/sharp-linux-x64@0.35.3, @img/sharp-linuxmusl-arm64@0.35.3, @img/sharp-linuxmusl-x64@0.35.3, @img/sharp-webcontainers-wasm32@0.35.3, @swc/helpers@0.5.23, baseline-browser-mapping@2.11.16, detect-libc@2.1.2, sharp@0.35.3

ISC

d3-array@3.2.4, d3-color@3.1.0, d3-format@3.1.2, d3-interpolate@3.0.1, d3-path@3.1.0, d3-scale@4.0.2, d3-shape@3.2.0, d3-time-format@4.1.0, d3-time@3.1.0, d3-timer@3.0.1, internmap@2.0.3, picocolors@1.1.1, semver@7.8.5

LGPL-3.0-or-later

@img/sharp-libvips-darwin-arm64@1.3.2, @img/sharp-libvips-darwin-x64@1.3.2, @img/sharp-libvips-linux-arm64@1.3.2, @img/sharp-libvips-linux-arm@1.3.2, @img/sharp-libvips-linux-ppc64@1.3.2, @img/sharp-libvips-linux-riscv64@1.3.2, @img/sharp-libvips-linux-s390x@1.3.2, @img/sharp-libvips-linux-x64@1.3.2, @img/sharp-libvips-linuxmusl-arm64@1.3.2, @img/sharp-libvips-linuxmusl-x64@1.3.2

Apache-2.0 AND LGPL-3.0-or-later

@img/sharp-win32-arm64@0.35.3, @img/sharp-win32-ia32@0.35.3, @img/sharp-win32-x64@0.35.3

BSD-3-Clause

d3-ease@3.0.1, source-map-js@1.2.1

Apache-2.0 AND LGPL-3.0-or-later AND MIT

@img/sharp-wasm32@0.35.3

CC-BY-4.0

caniuse-lite@1.0.30001809

0BSD

tslib@2.8.1

MIT AND ISC

victory-vendor@37.3.6

Python (data prep + figures) (12 packages)

BSD-3-Clause

multiprocess@0.70.19, pandas@3.0.3, python-dotenv@1.2.2

MIT

dash@4.4.1, openpyxl@3.1.5, plotly@6.9.0

Apache-2.0

dash-bootstrap-components@2.0.4, diskcache@5.6.3, requests@2.34.2

BSD-style (custom)

xlrd@2.0.2

BSD-3-Clause AND 0BSD AND MIT AND Zlib AND CC0-1.0

numpy@2.4.6

matplotlib License (PSF-compatible)

matplotlib@3.11.0

R (statistical analysis) (12 packages)

MIT + file LICENSE

dplyr@1.2.1, ggplot2@4.0.3, readr@2.2.0, tidyr@1.3.2

GPL (>= 3)

pROC@1.19.0.1, rstan@2.32.7

LGPL (>= 2.1)

DBI@1.3.0, RSQLite@3.53.3

GPL (>= 2)

lme4@2.0-1

LGPL (>= 2)

survival@3.8-6

GPL-2

brms@2.23.0

Unlimited

boot@1.3-32

License texts

Generic template text for the license families used above (copyright holder and year vary by package — see the dependency lists above for attribution). Longer or copyleft licenses link to their canonical source rather than being reproduced here.

MIT License

MIT License

Copyright (c) <year> <copyright holder>

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.

BSD 3-Clause License

BSD 3-Clause License

Copyright (c) <year>, <copyright holder>
All rights reserved.

Redistribution and use in source and binary forms, with or without
modification, are permitted provided that the following conditions are met:

1. Redistributions of source code must retain the above copyright notice, this
   list of conditions and the following disclaimer.

2. Redistributions in binary form must reproduce the above copyright notice,
   this list of conditions and the following disclaimer in the documentation
   and/or other materials provided with the distribution.

3. Neither the name of the copyright holder nor the names of its
   contributors may be used to endorse or promote products derived from
   this software without specific prior written permission.

THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.

ISC License

ISC License

Copyright (c) <year>, <copyright holder>

Permission to use, copy, modify, and/or distribute this software for any
purpose with or without fee is hereby granted, provided that the above
copyright notice and this permission notice appear in all copies.

THE SOFTWARE IS PROVIDED "AS IS" AND THE AUTHOR DISCLAIMS ALL WARRANTIES WITH
REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF MERCHANTABILITY
AND FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY SPECIAL, DIRECT,
INDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES WHATSOEVER RESULTING FROM
LOSS OF USE, DATA OR PROFITS, WHETHER IN AN ACTION OF CONTRACT, NEGLIGENCE OR
OTHER TORTIOUS ACTION, ARISING OUT OF OR IN CONNECTION WITH THE USE OR
PERFORMANCE OF THIS SOFTWARE.

BSD Zero Clause License

BSD Zero Clause License

Copyright (c) <year> <copyright holder>

Permission to use, copy, modify, and/or distribute this software for any
purpose with or without fee is hereby granted.

THE SOFTWARE IS PROVIDED "AS IS" AND THE AUTHOR DISCLAIMS ALL WARRANTIES WITH
REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF MERCHANTABILITY
AND FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY SPECIAL, DIRECT,
INDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES WHATSOEVER RESULTING FROM
LOSS OF USE, DATA OR PROFITS, WHETHER IN AN ACTION OF CONTRACT, NEGLIGENCE OR
OTHER TORTIOUS ACTION, ARISING OUT OF OR IN CONNECTION WITH THE USE OR
PERFORMANCE OF THIS SOFTWARE.

zlib License

zlib License

This software is provided 'as-is', without any express or implied warranty.
In no event will the authors be held liable for any damages arising from the
use of this software.

Permission is granted to anyone to use this software for any purpose,
including commercial applications, and to alter it and redistribute it
freely, subject to the following restrictions:

1. The origin of this software must not be misrepresented; you must not
   claim that you wrote the original software. If you use this software in a
   product, an acknowledgment in the product documentation would be
   appreciated but is not required.
2. Altered source versions must be plainly marked as such, and must not be
   misrepresented as being the original software.
3. This notice may not be removed or altered from any source distribution.

Boost Software License 1.0

Boost Software License - Version 1.0 - August 17th, 2003

Permission is hereby granted, free of charge, to any person or organization
obtaining a copy of the software and accompanying documentation covered by
this license (the "Software") to use, reproduce, display, distribute,
execute, and transmit the Software, and to prepare derivative works of the
Software, and to permit third-parties to whom the Software is furnished to
do so, all subject to the following:

The copyright notices in the Software and this entire statement, including
the above license grant, this restriction and the following disclaimer,
must be included in all copies of the Software, in whole or in part, and
all derivative works of the Software, unless such copies or derivative
works are solely in the form of machine-executable object code generated by
a source language processor.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE, TITLE AND NON-INFRINGEMENT. IN NO EVENT
SHALL THE COPYRIGHT HOLDERS OR ANYONE DISTRIBUTING THE SOFTWARE BE LIABLE
FOR ANY DAMAGES OR OTHER LIABILITY, WHETHER IN CONTRACT, TORT OR OTHERWISE,
ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER
DEALINGS IN THE SOFTWARE.

The Unlicense

This is free and unencumbered software released into the public domain.

Anyone is free to copy, modify, publish, use, compile, sell, or distribute
this software, either in source code form or as a compiled binary, for any
purpose, commercial or non-commercial, and by any means.

In jurisdictions that recognize copyright laws, the author or authors of
this software dedicate any and all copyright interest in the software to
the public domain. We make this dedication for the benefit of the public at
large and to the detriment of our heirs and successors. We intend this
dedication to be an overt act of relinquishment in perpetuity of all
present and future rights to this software under copyright law.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN
ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN
CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

For more information, please refer to <https://unlicense.org>

Apache License 2.0 — Permissive, patent-grant license requiring attribution and a copy of the license with any distribution.
GNU General Public License v2 (or later, where a package specifies "GPL (>= 2)") — Copyleft license requiring source availability for distributed derivative works.
GNU General Public License v3 (or later, where a package specifies "GPL (>= 3)") — Copyleft license requiring source availability for distributed derivative works.
GNU Lesser General Public License v2/v2.1 (or later) — Copyleft for the library itself; permits linking from software under other licenses.
GNU Lesser General Public License v3 (or later) — Copyleft for the library itself; permits linking from software under other licenses.
Creative Commons Attribution 4.0 — Data license (here: browser-support data), requires attribution.
CC0 1.0 Universal — Public-domain dedication.
Unicode License v3 — Permissive license covering Unicode data/software (used by internationalization crates).
Community Data License Agreement – Permissive – Version 2.0 — Permissive data license (used here for bundled TLS root-certificate data).
matplotlib License — PSF-compatible custom license used by matplotlib.