================================================================================

THIRD PARTY COMPONENT NOTICES

Outpost Bio  Waypoint

================================================================================

The Third Party Components listed below may be contained in Waypoint or may

have been used by Outpost Bio in developing Waypoint. The license terms

accompanying the Third Party Components govern their use. While the

information contained herein is believed to be complete and accurate, Outpost

Bio makes no warranty with respect to, and assumes no liability whatsoever in

connection with, such information.

OUTPOST BIO AND ITS LICENSORS PROVIDE NO WARRANTY OR REMEDY FOR ANY THIRD

PARTY COMPONENT; THIRD PARTY COMPONENTS ARE PROVIDED "AS IS," "WHERE IS," "AS

AVAILABLE," "WITH ALL FAULTS" AND, TO THE FULLEST EXTENT PERMITTED BY LAW,

WITHOUT WARRANTY OF ANY KIND. OUTPOST BIO AND ITS LICENSORS DISCLAIM ALL

WARRANTIES WITH RESPECT TO THE THIRD PARTY COMPONENTS, INCLUDING, BUT NOT

LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY, FITNESS FOR A

PARTICULAR PURPOSE, NON-INFRINGEMENT, AND TITLE, AND ANY WARRANTIES REGARDING

THE SECURITY, QUIET ENJOYMENT, RELIABILITY, TIMELINESS, AND PERFORMANCE.

================================================================================

TABLE OF CONTENTS

================================================================================

I. THIRD PARTY COMPONENTS

1. MGnify microbiome data

2. accelerate

3. datasets

4. pyyaml

5. scikit-learn

6. torch (PyTorch)

7. tqdm

8. transformers

II. APPENDIX

Apache License 2.0


================================================================================

I. THIRD PARTY COMPONENTS

================================================================================

1. MGnify microbiome data

URL: https://www.ebi.ac.uk/metagenomics

License: EMBL-EBI Terms of Use (https://www.ebi.ac.uk/about/terms-of-use/)

Waypoint's training corpus includes microbiome data derived from MGnify

(EMBL-EBI's metagenomics resource). 



The institutional submitters whose data appears in the MGnify records used by

Outpost Bio are enumerated following the Terms of Use.

--------------------------------------------------------------------------------

EMBL-EBI Terms of Use

Last revised: 5th February 2024

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--------------------------------------------------------------------------------

Contributing institutional submitters

--------------------------------------------------------------------------------

The following 863 institutional submitter names appear in the MGnify metadata

for the studies accessed by Outpost Bio. Names are listed verbatim as recorded by MGnify,

with the number of studies attributed to each submitter shown in parentheses; Outpost Bio makes no warranty with respect to, and assumes no liability whatsoever in

connection with, the information provided below (including, but not limited to, its completeness or accuracy), which was sourced from submitter field records collected by MGnify.


 (unknown) (21)

 . (1)

 107622013210523 (1)

 AALBORG UNIVERSITY (9)

 Aalborg University (1)

 AARHUS UNIVERSITY, DENMARK (1)

 AAU, India (1)

 ABERSYTWYTH UNIVERSITY (5)

 Aberystwyth University (3)

 Academic Medical Center, University of Amsterdam (1)

 Advanced Water Management Centre, University of Queensland. (2)

 AgResearch Limited (1)

 AgResearch Ltd, New Zealand (1)

 AGRICULTURAL BIOTECHNOLOGY RESEARCH INSTITUTE OF IRAN (1)

 Agroscope (1)

 AIST (2)

 AIX MARSEILLE UNIVERSITE - IMBE (1)

 AKITA_PREF (1)

 ALBERTA AGRICULTURE AND RURAL DEVELOPMEN (1)

 ALFRED WEGENER INSTITUTE FOR POLAR AND MARINE RESE (2)

 ALFRED WEGENER INSTITUTE FOR POLAR AND MARINE RESEARCH (4)

 Alfred-Wegener-Institut Helmholtz-Zentrum fuer Polar- und Meeresforschung (1)

 ALFRED-WEGENER-INSTITUTE (1)

 Anand Agricultural University, India (10)

 AORI (5)

 arcadia science (2)

 ARO (2)

 AUCKLAND UNIVERSITY (1)

 Austrian Institute of Technology (1)

 AZTI Tecnalia (1)

 Banaras Hindu University Varanasi, U.P., India (6)

 Bangor University (2)

 BASF (1)

 BCM (1)

 Beijing Chaoyang Hospita (1)

 Beijing Genome Institute (14)

 Beijing Genomics insititute (1)

 BGI (2)

 BGI SHENZHEN (2)

 bguenther (1)

 BI (2)

 BIGELOW LABORATORY FOR OCEAN SCIENCES (1)

 BIOFERMIN (1)

 Bioforsk - Norwegian Institute of Agricultural and Environmental Research (1)

 Biogeomagnetism (1)

 Bioinformatics Lab, Innovation Center (1)

 Biologia Molecular y Bioquimica (1)

 BioProject (1932)

 Biosystems and Integrative Sciences Institute (1)

 BRAEMBL (2)

 CARDIFF SCHOOL OF BIOSCIENCES (2)

 CARDIFF UNIVERSITY (2)

 Cardiff University (1)

 Cardiff University, School of Biosciences (5)

 Carvalho (3)

 CAS (2)

 Case Western Reserve University (1)

 CAU (1)

 CCB-UEL (1)

 CCGB (3)

 CCME (1)

 CeBiTec Bielefeld (1)

 Center for Biotechnology, Bielefeld University (3)

 Center for Environmental Sciences (1)

 Center for Genome Sciences & Systems Biology (1)

 Center for Gut Microbiome and Nutrition Research, Washington University School of Medicine (2)

 Center for Microbial Communities, Aalborg University (1)

 Center for Microbial Ecology at Michigan State University (2)

 Center for Public Health Research, University of Valencia (2)

 Center for Quantitative Genetics and Genomics (1)

 Center of Applied Geosciences (3)

 Center of Biological Engineering (1)

 Center of Innovative and bioprocessing (2)

 Center of Marine Sciences - University of Algarve, Faro, Portugal (1)

 Central Michigan University (4)

 centre de recherche cardio-thoracique de bordeaux (2)

 CENTRE DE RECHERCHE EN INFECTIOLOGIE DE L'UNIVERSITE LAVAL (1)

 Centre Estudis Avancats de Blanes - Consejo Superior de Investigaciones Cientificas, Spain (2)

 Centre for Ecology and Conservation (1)

 CENTRE FOR ECOLOGY AND HYDROLOGY (5)

 Centre for Ecology and Hydrology, United Kingdom (1)

 Centre for Environmental Sciences, Hasselt University (1)

 Centre for Genomic Epidemiology, National Food Institute, Technical University of Denmark (DTU), Denmark (10)

 CENTRE FOR GEOBIOLOGY, DEPARTMENT OF BIOLOGY, UNIVERSITY OF BERGEN, NORWAY (1)

 CENTRE FOR GEOGENETICS (1)

 Centre for Medical Research Graz (2)

 Centre for Structural and Functional Genomics (1)

 CENTRE GENOMIC RESEARCH, UNIVERSITY OF LIVERPOOL (1)

 Centro Biologia Molecular Severo Ochoa (CBMSO) (3)

 Centro de Biotecnologia Alberto Ruiz (1)

 CENTRO NACIONAL DE PESQUISA EM ENERGIA E MATERIAIS (1)

 Centrum Medyczne Ksztalcenia Podyplomowego (1)

 CERELA (3)

 CFGM (1)

 CGS-GL (2)

 Chalmers University of Technology (4)

 Charles Darwin University (1)

 Chengdu Institute of Biology (2)

 Chengdu Institute of Biology,The Chinese Academy of Sciences (3)

 CHINA ACADEMY (2)

 CHINESE ACADEMY OF SCIENCES (2)

 CHU (2)

 Chung-ang university (1)

 Chungnam National University (4)

 CIAB (1)

 CIB_CAS (1)

 CICESE (1)

 CIIMAR - Interdisciplinary Centre of Marine and Environmental Research (5)

 CLEVELAND CLINIC (1)

 CNPSA (1)

 CNRS - CENTRE NATIONAL DE LA RECHERCHE SCIENTIFIQU (1)

 CNRS and university of Rennes 1 (4)

 College of Environmental Science and Engineering, Yangzhou University, Yangzhou 225127, Jiangsu Province, China (1)

 Colorado Center for Microbial Ecology, University of Colorado at Boulder (25)

 Commonwealth Scientific and Industrial Research Organisation (CSIRO), Australia (10)

 Competence Center of Food and Fermentation Technologies (1)

 CONCORDIA UNIVERSITY CENTRE FOR STRUCTURAL AND FUNCTIONAL GENOMICS (1)

 CONICET (2)

 COPENHAGEN UNIVERSITY (2)

 Cornell University (2)

 Cornell University, USA (5)

 CORVINUS UNIVERSITY OF BUDAPEST (1)

 COST Action (5)

 CREA-OF (2)

 CSIC (1)

 CSIR- National Institute of Oceanography (1)

 CSIR-National institute of Oceanography (1)

 csiro agriculture and food (6)

 CSIRO Oceans and Atmosphere (1)

 DALHOUSIE UNIVERSITY (2)

 Department of Animal Biotechnology (1)

 Department of Aquatic Sciences and Assessment (1)

 Department of Biology (University of York) (1)

 department of biosciences and bioengineering (1)

 Department of Biotechnology and Life Sciences (DBSV), University of Insubria (2)

 Department of evolutionary biology and environmental studies (1)

 Department of Life Science, Chung-ang university (1)

 Department of Microbiology and Plant Pathology (2)

 Department of Mycology, University of Bayreuth (1)

 Department of Plant Sciences, Oxford (1)

 Department of Respiratory & Critical Care Medicine, Peking University Peoples Hospital (1)

 DEPARTMENT OF ZOOLOGY (1)

 Department of Zoology (1)

 dfdong (1)

 Dipartimento di Scienze Veterinarie e Sanita' Pubblica - Universita' degli Studi di Milano (1)

 Directorate of Poultry Research (2)

 Discuva (1)

 DISTAL (University of Bologna) (1)

 Divisin de Microbio (1)

 DOE JGI (1)

 DUKE UNIV (1)

 DUKE UNIVERSITY MEDICAL CENTER (1)

 EAWAG (6)

 Ecole Centrale de Lyon (1)

 Ecology Department (1)

 EMBL - Germany (2)

 EMBL HEIDELBERG (1)

 EMG (1252)

 EMORY UNIVERSITY (1)

 Energy Biosciences Institute, University of Illinois, Urbana, IL, USA (1)

 Environmental Microbiology and Biotechnology, Aarhus University (1)

 Environmental Research Institute (1)

 Escola de Engenharia de So Carlos, Universidade de So Paulo - So Carlos, SP, Brazil (9)

 ESTACION EXPERIMENTAL DE ZONAS ARIDAS. CSIC. (1)

 ETH Zurich (1)

 ETH Zurich, (2)

 European Bioinformatics Institute (17)

 European Centre for Disease Prevention and Control (1)

 European Commission, DG Joint Research Centre (2)

 European Institute of the Sea (IUEM) - France (1)

 European Molecular Biology Laboratory (12)

 Ewha Womans University (2)

 EWHA_WU (1)

 faculty of chemistry, biotechnology and food science (ikbm), norwegian university of life sciences (nmbu), norway (1)

 Faculty of Dentistry,Departtment of Oral Biology (1)

 faculty of science (2)

 FASMAC (1)

 Federal University of Pampa (1)

 Federal University of Rio de Janeiro (1)

 FFPRI (1)

 Finnish Environment Institute (1)

 FIOCRUZ-MG (1)

 FISABIO (2)

 FISABIO - Public Health (2)

 FISHRA (6)

 Flinders University (1)

 florida a&m university (3)

 FONDAZIONE EDMUND MACH (1)

 Food biotechnology (1)

 Food safety laboratory (2)

 FRED HUTCHINSON CANCER RESEARCH CENTER (1)

 FREIE UNIVERSIT*T BERLIN (1)

 Freie University of Berlin (2)

 Freshshwater Ecology (1)

 FRIEDRICH SCHILLER UNIVERSITY JENA (1)

 Friedrich-Loeffler-Institute (1)

 Furtwangen University (1)

 G2L (2)

 GENETIC DIVERSITY CENTRE (1)

 Genome Institute of Singapore (1)

 GENOMNIA SRL (1)

 Genoscope (19)

 GEO (1)

 GeoGenetics (1)

 Geological Survey of Finland (2)

 GEOMAR (1)

 GEOMAR- Helmholtz Center for Ocean Research (1)

 Georg-August University of Goettingen (1)

 George Washington University (2)

 GEORGIA INSTITUTE OF TECHNOLOGY (1)

 German Federation for Biological Data (26)

 GFZ German Research Centre for Geosciences (2)

 Ghent University (1)

 GIFS (6)

 GIRC (1)

 Gordon Lab at The Washington University School of Medicine, Center for Genome Sciences and Systems Biology (1)

 Graz University of Technology (3)

 GSTT BRC Bioinformatics (1)

 Guizhou University of Traditional Chinese Medicine (1)

 gujarat biotechnology research centre (1)

 Gwangju Institute of Science and Technology, South Korea (1)

 H4B 1R6 (2)

 Haifa University, Leon H. Charney School of Marine Sciences - Israel (1)

 Hannover Medical School (4)

 Harvard University (1)

 HASSELT UNIVERSITY (2)

 HEBREW UNIVERSITY OF JERUSALEM (1)

 HEINRICH HEINE UNIVERSITY DUESSELDORF (1)

 HELLENIC CENTRE FOR MARINE RESEARCH (1)

 Hellenic Centre for Marine Research, Institute for Marine Biology, Biotechnology and Aquaculture, Heraklion, Crete, Greece (4)

 HELMHOLTZ CENTER FOR INFECTION RESEARCH (5)

 HELMHOLTZ CENTRE FOR INFECTION RESEARCH (3)

 Helmholtz Institute for Functional Marine Biodiversity (3)

 HELMHOLTZ ZENTRUM MUENCHEN (1)

 Helmholtz Zentrum Munchen (1)

 hepia (1)

 HHMI and University of North Carolina at Chapel Hill, USA (1)

 HiThru Analytics (1)

 HKUST (1)

 hkust-kaust (3)

 HMP-DACC (1)

 Hope College (1)

 Hose Lab MQ (2)

 HU JIANZHONG (1)

 HU_GSES (1)

 HUG (9)

 IASMA research centre FEM Fundation (1)

 IASMA Research Centre Fondazione Edmund Mach FEM (1)

 IBARAKI (1)

 iBB-IST (3)

 IBET - INSTITUTO DE BIOLOGIA EXPERIMENTAL E TECNOLOGICA (2)

 ICAR-Central Institute of Brackishwater Aquaculture (1)

 icclark (1)

 ICMR-National Institute of Cholera and Enteric Diseases (1)

 iEES Paris, INRA-UPMC (1)

 IGB BERLIN (1)

 IHU - Mediterranee Infection (3)

 ILVO (1)

 IMEDEA (3)

 IMPERIAL COLLEGE (2)

 IMPERIAL COLLEGE LONDON (1)

 INAF, LAVAL UNIVERSITY (2)

 inbionatec (3)

 indian institute of technology (1)

 Inflammation (1)

 INHA UNIV. (1)

 Inha univ. (1)

 INHA UNIVERSITY (1)

 INRA (INRA Rennes) (3)

 INRA Bordeaux-Aquitaine (Biodiversity, Genes and Communities) (1)

 INRA JOUY-EN-JOSAS (1)

 INRA-UM2 (1)

 INRAE (1)

 INRES Molecular Biology of the Rhizosphere (1)

 INRS-ETE (1)

 INSERM UMR 1220 - IRSD (1)

 Institut de Biologie de Ecole normale superieure (IBENS), France (1)

 INSTITUT DE CIENCIES DEL MAR (9)

 INSTITUT de ciencies del mar (1)

 Institut de Ciencies del Mar ICM-CSIC (1)

 INSTITUT DE GENETIQUE ET MICROBIOLOGIE (1)

 Institut de recherche experimentale et clinique - IREC (2)

 Institut fur Virologie (1)

 Institut National pour la Recherche Agronomique (FRANCE) (3)

 Institut Pasteur (1)

 INSTITUT UNIVERSITAIRE EUROPEEN DE LA MER (1)

 Institute for Environmental Biotechnology (4)

 Institute for General Microbiology (1)

 Institute for Genome Sciences - UMB (1)

 INSTITUTE FOR GENOME SCIENCES, UNIVERSITY OF MARYLAND SCHOOL OF MEDICINE (1)

 Institute for Infectious Diseases of the University of Bern, Switzerland (1)

 Institute of Agriculture and Fisheries Research (1)

 Institute of Animal Nutrition and Botanics (2)

 Institute of Aquaculture, University of Stirling, Stirling, UK (2)

 institute of biochemistry and biophysics polish academy of sciences (2)

 Institute of Biological, Environmental & Rural Sciences, Aberystwyth University (1)

 Institute of Biological, Environmental and Rural Sciences, Aberystwyth University, United Kingdom (7)

 Institute of Biology (1)

 Institute of Biotechnology, University of Helsinki (5)

 Institute of Chemical Technology in Prague, Czech Republic (2)

 Institute of Environmental Science & Research (1)

 Institute of Food Research (5)

 Institute of Hydrobiology, Chinese Academy of Sciences, China (1)

 Institute of Molecular Genetic, University of Mainz (1)

 Institute of Soil Science and Plant Cultivation State Research Institute (1)

 Institute of tropical medicine (1)

 Instituto de Agroquimica y Tecnologia de Alimentos (IATA), The Spanish National Research Council (CSIC) (2)

 Instituto de Bioquimica (3)

 INSTITUTO VALENCIANO DE INVESTIGACIONES AGRARIAS (IVIA) (1)

 INTA (8)

 International Centre for Terrestrial Antarctic Research, University of Waikato, New Zealand (2)

 International Islamic University of Malaysia (1)

 International Livestock Research Institute, Nairobi, Kenya (1)

 IQ/USP (1)

 irena.maus (2)

 IRHS (1)

 IRSTEA (2)

 ISHIKAWA (2)

 ISSCAS (3)

 ISTANBUL MEDIPOL UNIVERSITY (2)

 Istituto Nazionale di Oceanografia e di Geofisica Sperimentale (3)

 ISTITUTO SUPERIORE DI SANITA (1)

 Istituto Zooprofilattico Sperimentale della Puglia e della Basilicata (1)

 IUT de Caen Universite de Caen Normandie (1)

 IVRI - India (1)

 iWater Centre (1)

 J CRAIG VENTER INSTITUTE (3)

 Jacobs University Bremen (1)

 JAIST (1)

 JAMES COOK UNIVERSIT (1)

 JAMSTEC (9)

 JCVI (5)

 JFREA (1)

 JGI (8)

 JIANGNAN (1)

 Jiaxing University (3)

 JINAN UNIVERSITY (1)

 Johann Heinrich von Thunen-Institut, Federal Research Institute for Rural Areas, Forestry and Fisheries (1)

 JOHN INNES CENTRE, NORWICH, UK. (2)

 KAKEN (2)

 KAZAN (VOLGA REGION) FEDERAL UNIVERSITY (2)

 KAZUSA (1)

 KEMRI-Wellcome Trust Research Programme (1)

 KFRI (3)

 Kiel University (1)

 KING ABDULAZIZ UNIVERSITY (3)

 King Abdullah University of Science and Technology (2)

 King Abdullah University of Science and Technology (KAUST) (2)

 King Fahd Medical Research Centre (1)

 KING'S COLLEGE LONDON (2)

 KITASATO (1)

 Kmetijski institut Slovenije (2)

 KOBE_U (1)

 korea advanced institute of science and technology (1)

 Korea Basic Science Institute (1)

 Korea Food Research Institute (2)

 KTH Royal Institute of Technology (2)

 KU LEUVEN (2)

 KU LEUVEN - UNIVERSITY OF LEUVEN (2)

 KYHEUBIO (1)

 Kyoto Prefectural University (1)

 KYOTO UNIVERSITY (3)

 KYOTO_AG (1)

 KYOTO_CER (1)

 KYOTO_GM (1)

 KYOTO_HE (4)

 KYUNG HEE UNIVERSITY (1)

 KYUSHU (9)

 KYUSHU UNIVERSITY (1)

 LABORATORIO NACIONAL DE CIENCIA E TECNOLOGIA DO BI (3)

 LANZHOU UNIVERSITY (1)

 Latvian Biomedical Research and Study Centre (2)

 LECOB (1)

 LEIBNIZ CENTRE FOR TROPICAL MARINE ECOLOGY (2)

 Leibniz Institute DSMZ (1)

 Leibniz Institute DSMZ - German Collection of Microorganisms and Cell Cultures, Germany (1)

 LEIBNIZ INSTITUTE FOR BALTIC SEA RESEARCH (1)

 Leibniz Institute for freshwater ecology and inland fisheries (2)

 Leibniz Institute for Vegetable and Ornamental Crops (1)

 Leibniz-Institut fuer Ostseeforschung Warnemuende (1)

 Leibniz-Institut fur Ostseeforschung Warnemuende (3)

 LEIDEN UNIVERSITY MEDICAL CENTER (2)

 leitat technological center (2)

 LINNAEUS UNIVERISTY (1)

 Linnaeus University (18)

 LNCC (1)

 LSA-DISTAL-UNIBO (9)

 LSHTM (2)

 LUND UNIVERSITY (1)

 lundquist institute (1)

 LUXEMBOURG CENTRE FOR SYSTEMS BIOMEDICINE (1)

 MACQUARIE UNIVERSITY (1)

 Macquarie University (1)

 Madurai Kamaraj University (1)

 Maharaja Krishnakumarsinhji BHavnagar University (4)

 Mahatma Gandhi University, Nalgonda (1)

 Malawi College of Medicine (1)

 manchester metropolitan university (1)

 Marine Biological Laboratory (7)

 MARINE BIOLOGICAL LABORATORY (1)

 marine college, shandong university (1)

 Martin-Luther-University Halle-Wittenberg (1)

 MASARYK UNIVERSITY (1)

 MASSACHUSETTS INSTITUTE OF TECHNOLOGY (1)

 Massachusetts Institute of Technology (1)

 matsapume (1)

 Max Planck Institute for Chemistry (5)

 MAX PLANCK INSTITUTE FOR DEVELOPMENTAL BIOLOGY (1)

 Max Planck Institute for Evolutionary Biology (1)

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--------------------------------------------------------------------------------

2. accelerate

URL: https://github.com/huggingface/accelerate

License: Apache License 2.0 (full text in Appendix)

Copyright 2022 The HuggingFace Team. All rights reserved. 

Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at

http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on
an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the
specific language governing permissions and limitations under the License.

3. datasets

URL: https://github.com/huggingface/datasets

License: Apache License 2.0 (full text in Appendix)

Copyright 2023 The HuggingFace Inc. All rights reserved. 

Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at

http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on
an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the
specific language governing permissions and limitations under the License.


4. pyyaml

URL:  https://github.com/yaml/pyyaml/

License: MIT License

Copyright (c) 2017-2021 Ingy dt Net
Copyright (c) 2006-2016 Kirill Simonov

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.


5. scikit-learn

URL:  https://github.com/scikit-learn/scikit-learn

License: BSD 3-Clause License

Copyright (c) 2007-2026 The scikit-learn developers.
All rights reserved.

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

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

* 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.

* 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.
6. torch (PyTorch)

URL:  https://github.com/pytorch/pytorch

License: BSD 3-Clause License

From PyTorch:

Copyright (c) 2016-     Facebook, Inc            (Adam Paszke)
Copyright (c) 2014-     Facebook, Inc            (Soumith Chintala)
Copyright (c) 2011-2014 Idiap Research Institute (Ronan Collobert)
Copyright (c) 2012-2014 Deepmind Technologies    (Koray Kavukcuoglu)
Copyright (c) 2011-2012 NEC Laboratories America (Koray Kavukcuoglu)
Copyright (c) 2011-2013 NYU                      (Clement Farabet)
Copyright (c) 2006-2010 NEC Laboratories America (Ronan Collobert, Leon Bottou, Iain Melvin, Jason Weston)
Copyright (c) 2006      Idiap Research Institute (Samy Bengio)
Copyright (c) 2001-2004 Idiap Research Institute (Ronan Collobert, Samy Bengio, Johnny Mariethoz)

From Caffe2:

Copyright (c) 2016-present, Facebook Inc. All rights reserved.

All contributions by Facebook:
Copyright (c) 2016 Facebook Inc.

All contributions by Google:
Copyright (c) 2015 Google Inc.
All rights reserved.

All contributions by Yangqing Jia:
Copyright (c) 2015 Yangqing Jia
All rights reserved.

All contributions by Kakao Brain:
Copyright 2019-2020 Kakao Brain

All contributions by Cruise LLC:
Copyright (c) 2022 Cruise LLC.
All rights reserved.

All contributions by Tri Dao:
Copyright (c) 2024 Tri Dao.
All rights reserved.

All contributions by Arm:
Copyright (c) 2021, 2023-2025 Arm Limited and/or its affiliates

All contributions from Caffe:
Copyright(c) 2013, 2014, 2015, the respective contributors
All rights reserved.

All other contributions:
Copyright(c) 2015, 2016 the respective contributors
All rights reserved.

Caffe2 uses a copyright model similar to Caffe: each contributor holds
copyright over their contributions to Caffe2. The project versioning records
all such contribution and copyright details. If a contributor wants to further
mark their specific copyright on a particular contribution, they should
indicate their copyright solely in the commit message of the change when it is
committed.

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 names of Facebook, Deepmind Technologies, NYU, NEC Laboratories America
   and IDIAP Research Institute 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 OWNER 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.

=======================================================================
Software under third_party
=======================================================================
Software libraries under third_party are provided as github submodule
links, and their content is not part of the Caffe2 codebase. Their
licences can be found under the respective software repositories.

=======================================================================
Earlier BSD License
=======================================================================
Early development of Caffe2 in 2015 and early 2016 is licensed under the
BSD license. The license is attached below:

All contributions by Facebook:
Copyright (c) 2016 Facebook Inc.

All contributions by Google:
Copyright (c) 2015 Google Inc.
All rights reserved.

All contributions by Yangqing Jia:
Copyright (c) 2015 Yangqing Jia
All rights reserved.

All contributions by Kakao Brain:
Copyright 2019-2020 Kakao Brain

All other contributions:
Copyright(c) 2015, 2016 the respective contributors
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.

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 OWNER 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.


=======================================================================
Caffe's BSD License
=======================================================================
Some parts of the caffe2 code is derived from the original Caffe code, which is
created by Yangqing Jia and is now a BSD-licensed open-source project. The Caffe
license is as follows:

COPYRIGHT

All contributions by the University of California:
Copyright (c) 2014, The Regents of the University of California (Regents)
All rights reserved.

All other contributions:
Copyright (c) 2014, the respective contributors
All rights reserved.

Caffe uses a shared copyright model: each contributor holds copyright over
their contributions to Caffe. The project versioning records all such
contribution and copyright details. If a contributor wants to further mark
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=======================================================================
Caffe2's Apache License
=======================================================================

This repo contains Caffe2 code, which was previously licensed under
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=======================================================================
Cephes's 3-Clause BSD License
=======================================================================

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=======================================================================
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=======================================================================

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=======================================================================
Boost's 1.0 Software License
=======================================================================

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

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7. tqdm

URL:  https://github.com/tqdm/tqdm

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  [casperdcl](https://github.com/casperdcl).
* files: tqdm/_tqdm.py
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* files: tqdm/_tqdm.py README.rst .gitignore
  MIT 2013 (c) Noam Yorav-Raphael, original author.

[PR #96]: https://github.com/tqdm/tqdm/pull/96


Mozilla Public Licence (MPL) v. 2.0 - Exhibit A
-----------------------------------------------

This Source Code Form is subject to the terms of the
Mozilla Public License, v. 2.0.
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You can obtain one at https://mozilla.org/MPL/2.0/.


MIT License (MIT)
-----------------

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8. transformers

URL: https://github.com/huggingface/transformers

License: Apache License 2.0

Copyright 2018- The Hugging Face team. All rights reserved.

                                 Apache License
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================================================================================

II. APPENDIX

================================================================================

--------------------------------------------------------------------------------

Apache License v2.0

--------------------------------------------------------------------------------

Apache License

Version 2.0, January 2004

http://www.apache.org/licenses/

TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION

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"License" shall mean the terms and conditions for use, reproduction, and distribution as defined by Sections 1 through 9 of this document.

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"Work" shall mean the work of authorship, whether in Source or Object form, made available under the License, as indicated by a copyright notice that is included in or attached to the work (an example is provided in the Appendix below).

"Derivative Works" shall mean any work, whether in Source or Object form, that is based on (or derived from) the Work and for which the editorial revisions, annotations, elaborations, or other modifications represent, as a whole, an original work of authorship. For the purposes of this License, Derivative Works shall not include works that remain separable from, or merely link (or bind by name) to the interfaces of, the Work and Derivative Works thereof.

"Contribution" shall mean any work of authorship, including the original version of the Work and any modifications or additions to that Work or Derivative Works thereof, that is intentionally submitted to Licensor for inclusion in the Work by the copyright owner or by an individual or Legal Entity authorized to submit on behalf of the copyright owner. For the purposes of this definition, "submitted" means any form of electronic, verbal, or written communication sent to the Licensor or its representatives, including but not limited to communication on electronic mailing lists, source code control systems, and issue tracking systems that are managed by, or on behalf of, the Licensor for the purpose of discussing and improving the Work, but excluding communication that is conspicuously marked or otherwise designated in writing by the copyright owner as "Not a Contribution."

"Contributor" shall mean Licensor and any individual or Legal Entity on behalf of whom a Contribution has been received by Licensor and subsequently incorporated within the Work.

2. Grant of Copyright License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable copyright license to reproduce, prepare Derivative Works of, publicly display, publicly perform, sublicense, and distribute the Work and such Derivative Works in Source or Object form.

3. Grant of Patent License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable (except as stated in this section) patent license to make, have made, use, offer to sell, sell, import, and otherwise transfer the Work, where such license applies only to those patent claims licensable by such Contributor that are necessarily infringed by their Contribution(s) alone or by combination of their Contribution(s) with the Work to which such Contribution(s) was submitted. If You institute patent litigation against any entity (including a cross-claim or counterclaim in a lawsuit) alleging that the Work or a Contribution incorporated within the Work constitutes direct or contributory patent infringement, then any patent licenses granted to You under this License for that Work shall terminate as of the date such litigation is filed.

4. Redistribution. You may reproduce and distribute copies of the Work or Derivative Works thereof in any medium, with or without modifications, and in Source or Object form, provided that You meet the following conditions:

(a) You must give any other recipients of the Work or Derivative Works a copy of this License; and

(b) You must cause any modified files to carry prominent notices stating that You changed the files; and

(c) You must retain, in the Source form of any Derivative Works that You distribute, all copyright, patent, trademark, and attribution notices from the Source form of the Work, excluding those notices that do not pertain to any part of the Derivative Works; and

(d) If the Work includes a "NOTICE" text file as part of its distribution, then any Derivative Works that You distribute must include a readable copy of the attribution notices contained within such NOTICE file, excluding those notices that do not pertain to any part of the Derivative Works, in at least one of the following places: within a NOTICE text file distributed as part of the Derivative Works; within the Source form or documentation, if provided along with the Derivative Works; or, within a display generated by the Derivative Works, if and wherever such third-party notices normally appear. The contents of the NOTICE file are for informational purposes only and do not modify the License. You may add Your own attribution notices within Derivative Works that You distribute, alongside or as an addendum to the NOTICE text from the Work, provided that such additional attribution notices cannot be construed as modifying the License.

You may add Your own copyright statement to Your modifications and may provide additional or different license terms and conditions for use, reproduction, or distribution of Your modifications, or for any such Derivative Works as a whole, provided Your use, reproduction, and distribution of the Work otherwise complies with the conditions stated in this License.

5. Submission of Contributions. Unless You explicitly state otherwise, any Contribution intentionally submitted for inclusion in the Work by You to the Licensor shall be under the terms and conditions of this License, without any additional terms or conditions. Notwithstanding the above, nothing herein shall supersede or modify the terms of any separate license agreement you may have executed with Licensor regarding such Contributions.

6. Trademarks. This License does not grant permission to use the trade names, trademarks, service marks, or product names of the Licensor, except as required for reasonable and customary use in describing the origin of the Work and reproducing the content of the NOTICE file.

7. Disclaimer of Warranty. Unless required by applicable law or agreed to in writing, Licensor provides the Work (and each Contributor provides its Contributions) on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied, including, without limitation, any warranties or conditions of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A PARTICULAR PURPOSE. You are solely responsible for determining the appropriateness of using or redistributing the Work and assume any risks associated with Your exercise of permissions under this License.

8. Limitation of Liability. In no event and under no legal theory, whether in tort (including negligence), contract, or otherwise, unless required by applicable law (such as deliberate and grossly negligent acts) or agreed to in writing, shall any Contributor be liable to You for damages, including any direct, indirect, special, incidental, or consequential damages of any character arising as a result of this License or out of the use or inability to use the Work (including but not limited to damages for loss of goodwill, work stoppage, computer failure or malfunction, or any and all other commercial damages or losses), even if such Contributor has been advised of the possibility of such damages.

9. Accepting Warranty or Additional Liability. While redistributing the Work or Derivative Works thereof, You may choose to offer, and charge a fee for, acceptance of support, warranty, indemnity, or other liability obligations and/or rights consistent with this License. However, in accepting such obligations, You may act only on Your own behalf and on Your sole responsibility, not on behalf of any other Contributor, and only if You agree to indemnify, defend, and hold each Contributor harmless for any liability incurred by, or claims asserted against, such Contributor by reason of your accepting any such warranty or additional liability.

END OF TERMS AND CONDITIONS

APPENDIX: How to apply the Apache License to your work.

To apply the Apache License to your work, attach the following boilerplate notice, with the fields enclosed by brackets "[]" replaced with your own identifying information. (Don't include the brackets!) The text should be enclosed in the appropriate comment syntax for the file format. We also recommend that a file or class name and description of purpose be included on the same "printed page" as the copyright notice for easier identification within third-party archives.

Copyright [yyyy] [name of copyright owner]

Licensed under the Apache License, Version 2.0 (the "License");

you may not use this file except in compliance with the License.

You may obtain a copy of the License at

http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software

distributed under the License is distributed on an "AS IS" BASIS,

WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.

See the License for the specific language governing permissions and

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