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Co1, Copyright (c) 2019 Afonasev Evgeniy, Copyright (c) 2019 Anthony Sottile, Copyright (c) 2019 Dylan Turner, Copyright (c) 2019 EclecticIQ., Copyright (c) 2019 Nathan Hoad, Copyright (c) 2019-2022 Ilya Kamenshchikov, Copyright (c) 2020 Adam Johnson, Copyright (c) 2020 Gram \[email protected]\u003e, Copyright (c) 2020 Jon Dufresne, Copyright (c) 2020 Martin Thoma, Copyright (c) 2020 RustPython Team, Copyright (c) 2020 Sambhav Kothari, \u003chttps://github.com/samj1912\u003e, Copyright (c) 2021 Dominic Davis-Foster, Copyright (c) 2021 Joao Palmeiro, Copyright (c) 2021 Rodolphe Pelloux-Prayer, Copyright (c) 2021-2023, Copyright (c) 2021-2023 import os, Copyright (c) 2021, 2022 import os, Copyright (c) 2021, 2023 option default r (?i)Copyright s+ (C ), Copyright (c) 2021, Sondre Lillebo Gundersen, Copyright (c) 2022 - 2023 Ruff, Copyright (c) 2022 Anthony Shaw, Copyright (c) 2022 Charles Marsh, Copyright (c) 2022 Cooper Lees, Copyright (c) 2022 Zac Hatfield-Dodds, Copyright (c) 2022- 2023 Ruff, Copyright (c) 2022-2023 Ruff, Copyright (c) 2022, 2023 Ruff, Copyright (c) 2022,2023 Ruff, Copyright (c) 2023, Copyright (c) 2023 Adam Johnson, Copyright (c) 2023 import os, COPYRIGHT (c) 2023 import os, Copyright (c) 2023 Jelle Zijlstra, Copyright (c) 2023 Korijn van Golen, Copyright (c) 2023 Ruff, Copyright (c) Microsoft Corporation, Copyright (c) Rome Tools, Inc. and its affiliates, Copyright 2005-2011 Divmod, Inc., Copyright 2013-2014 Florent Xicluna, Copyright 2021-2023, Copyright 2023, Copyright 2023 .trim, Copyright 2023 import os","externalRefs":[{"referenceCategory":"PACKAGE-MANAGER","referenceType":"purl","referenceLocator":"pkg:pypi/[email protected]"}]},{"name":"jsonschema","SPDXID":"SPDXRef-pypi-jsonschema-4.23.0-75c946","versionInfo":"4.23.0","downloadLocation":"NOASSERTION","filesAnalyzed":false,"licenseConcluded":"MIT","copyrightText":"Copyright (c) 2012 Julian Berman, Copyright (c) 2013 Julian Berman, Julian Berman copyright 2013","externalRefs":[{"referenceCategory":"PACKAGE-MANAGER","referenceType":"purl","referenceLocator":"pkg:pypi/[email protected]"}]},{"name":"matplotlib","SPDXID":"SPDXRef-pypi-matplotlib-3.9.2-75c946","versionInfo":"3.9.2","downloadLocation":"NOASSERTION","filesAnalyzed":false,"licenseConcluded":"PSF-2.0","copyrightText":"(c) 2001-2010 by the STI Pub Companies, (c) 2003 by Bitstream, Inc., (c) Copyright 1989-1992, Bitstream Inc., Cambridge, MA., (c) Frank Siegert 1996, (c) Tavmjong Bah, (c) Tavmjung Bah, b'Copyright xa9 2017, Copyright (c) 1985, 1987, 1988 Adobe Systems Incorporated, Copyright (c) 1985, 1987, 1988, 1989 Adobe Systems Incorporated, Copyright (c) 1985, 1987, 1988, 1989, 1997 Adobe Systems Incorporated, Copyright (c) 1985, 1987, 1988, 1991 Adobe Systems Incorporated, Copyright (c) 1985, 1987, 1989, 1990 Adobe Systems Incorporated, Copyright (c) 1985, 1987, 1989, 1990, 1991 Adobe Systems Incorporated, Copyright (c) 1985, 1987, 1989, 1990, 1993, 1997 Adobe Systems Incorporated, Copyright (c) 1985, 1987, 1989, 1990, 1997 Adobe Systems Incorporated, Copyright (c) 1985, 1987, 1989, 1991 Adobe Systems Incorporated, Copyright (c) 1985, 1987, 1989, 1992 Adobe Systems Incorporated, Copyright (c) 1987-1994 The Regents of the University of California, Copyright (c) 1989, 1990, 1991 Adobe Systems Incorporated, Copyright (c) 1989, 1990, 1991, 1992, 1993, 1997 Adobe Systems Incorporated, Copyright (c) 1989, 1990, 1991, 1993, 1997 Adobe Systems Incorporated, Copyright (c) 1989, 1990, 1991, Adobe Systems Incorporated, Copyright (c) 1989, 1991 Adobe Systems Incorporated, Copyright (c) 1993-1996 Lucent Technologies, Copyright (c) 1994-1998 Sun Microsystems, Inc., Copyright (c) 1994, 1995, Basil K. Malyshev, Copyright (c) 1994, Basil K. Malyshev, Copyright (c) 1996. The Regents of the University of California, Copyright (c) 1997 American Mathematical Society, Copyright (c) 1997, 2009 American Mathematical Society, Copyright (c) 1997, 2009, American Mathematical Society (http://www.ams.org), Copyright (c) 1998-2000 by Scriptics Corporation, Copyright (c) 2001-2004 by Fredrik Lundh, Copyright (c) 2001-2010 by the STI Pub Companies, Copyright (c) 2002 by Kevin B. Kenny, Copyright (c) 2002 Cynthia Brewer, Mark Harrower, and The Pennsylvania State University, Copyright (c) 2002 Hansruedi Baer, Copyright (c) 2002-2005 Maxim Shemanarev, Copyright (c) 2002-2005 Maxim Shemanarev (http://antigrain.com/), Copyright (c) 2002-2005 Maxim Shemanarev (http://www.antigrain.com), Copyright (c) 2002-2011 John D. Hunter, Copyright (c) 2003 by Bitstream, Inc., Copyright (c) 2003 Hansruedi Baer, Copyright (c) 2003-2004 Andrew Straw, Jeremy O'Donoghue and others, Copyright (c) 2005 Tony Juricic ([email protected]), Copyright (c) 2006 by Tavmjong Bah, Copyright (c) 2007-2008 Permission, Copyright (c) 2009 John Horigan (http://www.antigrain.com), Copyright (c) 2009 Pierre Raybaut, Copyright (c) 2010 Doug Hellmann, Copyright (c) 2010-2013 by tyPoland Lukasz Dziedzic, Copyright (c) 2010, Bartosz Telenczuk, Copyright (c) 2011 Ethan Schoonover, Copyright (c) 2012- Matplotlib Development Team, Copyright (c) 2018 The Meson development team, Copyright (c) Jeremy O'Donoghue \u0026 John Hunter, 2003-4, Copyright \u003chttp://www.ams.org\u003e, Copyright 1990 as an unpublished work by Bitstream Inc., Copyright 1995, Trinity College Computing Center, Copyright 1996-2015 by David Turner, Robert Wilhelm, and Werner Lemberg, copyright 2002-2012 John Hunter, Darren Dale, Eric Firing, Michael Droettboom and the Matplotlib development team f'2012- sourceyear The Matplotlib development team, Copyright 2004 John Gill and John Hunter, Copyright 2010-2012, Google Inc., copyright 2014, Matplotlib developers, Copyright 2020- by the Matplotlib development team. :license, Copyright Font's, Copyright The Matplotlib development team, Copyright xa9 2017, copyrighted by the Regents of the University of California, Sun Microsystems, Inc., Scriptics Corporation, ECopyright (c) 2003 by Bitstream, Inc., FCopyright (c) 2003 by Bitstream, Inc., LCopyright (c) 2001-2010 by the STI Pub Companies, Portions copyright (c) 1990 by Elsevier, Inc., Portions copyright (c) 1998-2003 by MicroPress, Inc., X11R4 release, copyright M.I.T.","externalRefs":[{"referenceCategory":"PACKAGE-MANAGER","referenceType":"purl","referenceLocator":"pkg:pypi/[email protected]"}]},{"name":"markdown","SPDXID":"SPDXRef-pypi-markdown-3.7-75c946","versionInfo":"3.7","downloadLocation":"NOASSERTION","filesAnalyzed":false,"licenseConcluded":"BSD-2-Clause AND BSD-3-Clause","copyrightText":"(c) 2004 Foo Corporation, Copyright (c) 1999-2007 by Fredrik Lundh, Copyright (c) 2003 John Gruber \u003chttps://daringfireball.net/\u003e, Copyright (c) 2004, 2007 Chad Miller \u003chttp://web.chad.org/\u003e, Copyright 2004 Manfred Stienstra, Copyright 2004, 2005, 2006 Yuri Takhteyev, Copyright 2006-2008 Waylan Limberg (http://achinghead.com/), Copyright 2007-2008 Waylan Limberg (http://achinghead.com), Copyright 2007-2008 Waylan Limberg (http://achinghead.com/), Copyright 2007-2008 Waylan Limberg (http://achinghead.com/) and Seemant Kulleen (http://www.kulleen.org/), Copyright 2007-2019 The Python Markdown Project, Copyright 2007-2021 The Python Markdown Project, Copyright 2007-2022 The Python Markdown Project, Copyright 2007-2023 The Python Markdown Project, Copyright 2007-2024 The Python Markdown Project, Copyright 2007, 2008 The Python Markdown Project, Copyright 2008 Jack Miller (https://codezen.org/), Copyright 2008 Waylan Limberg (http://achinghead.com), Copyright 2008-2014 The Python Markdown Project, Copyright 2008-2024 The Python Markdown Project, Copyright 2009 Waylan Limberg (http://achinghead.com), Copyright 2011 Brian Neal (https://deathofagremmie.com/), Copyright 2011 Waylan Limberg (http://achinghead.com), Copyright 2011 Waylan Limberg (http://achinghead.com/), Copyright 2011-2014 The Python Markdown Project, Copyright 2013-2014 The Python Markdown Project, Copyright 2015-2018 The Python Markdown Project, Copyright The Python Markdown Project, Copyright Tiago Serafim (https://www.tiagoserafim.com/), Copyright Waylan Limberg (http://achinghead.com/), The Python-Markdown Project Copyright (c) 2010-2023","externalRefs":[{"referenceCategory":"PACKAGE-MANAGER","referenceType":"purl","referenceLocator":"pkg:pypi/[email protected]"}]},{"name":"fonttools","SPDXID":"SPDXRef-pypi-fonttools-4.55.0-75c946","versionInfo":"4.55.0","downloadLocation":"NOASSERTION","filesAnalyzed":false,"licenseConcluded":"Apache-2.0 AND BSD-3-Clause AND MIT AND OFL-1.1","copyrightText":"(c) 2002 Adobe Systems Incorporated, (c) 2010 - 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2012 Adobe Systems Incorporated, Copyright 2010-2020 The Amiri Project, Copyright 2011 Google Inc., Copyright 2013 Google Inc., Copyright 2013 Google, Inc., Copyright 2014 Adobe Systems Incorporated, Copyright 2014-2021 Adobe (http://www.adobe.com/), Copyright 2014, 2015 Adobe Systems Incorporated (http://www.adobe.com/), Copyright 2014, 2015, 2016 Adobe Systems Incorporated (http://www.adobe.com/), Copyright 2015 Adobe System Incorporated, Copyright 2015 Google Inc., Copyright 2015-2021 Google LLC., Copyright 2015-2021 The Aref Ruqaa Project Authors, Copyright 2015-2021 The Aref Ruqaa Project Authors (https://github.com/aliftype/aref-ruqaa), Copyright 2016 Google Inc., Copyright 2017, Copyright 2017 by Jens Kutilek, Copyright 2017 The Roboto Flex Project Authors (https://github.com/TypeNetwork/Roboto-Flex), Copyright 2017 The Roboto Flex Project Authors (https://github.com/TypeNetwork/Roboto-Flex)Roboto, Copyright 2018, Copyright 2019 Google Inc., copyright 2020, Just van Rossum, Behdad Esfahbod, Copyright 2021 Behdad Esfahbod, Copyright 2021 The Qahiri Project, Copyright 2023 Behdad Esfahbod, Copyright 2023 Google Inc., Copyright c 1997, 2009, 2011 American Mathematical Society, Copyright c 2015, COPYRIGHT STRING., Portions copyright (c) 1990 by Elsevier, Inc., Portions copyright (c) 1998-2003 by MicroPress, Inc., Portions copyright (c) 2009-2012 by Khaled Hosny","externalRefs":[{"referenceCategory":"PACKAGE-MANAGER","referenceType":"purl","referenceLocator":"pkg:pypi/[email protected]"}]},{"name":"dominate","SPDXID":"SPDXRef-pypi-dominate-2.8.0-75c946","versionInfo":"2.8.0","downloadLocation":"NOASSERTION","filesAnalyzed":false,"licenseConcluded":"GPL-3.0-or-later AND LGPL-3.0 AND LGPL-3.0-only","copyrightText":"Copyright (c) 2007 Free Software Foundation, Inc. \u003chttp://fsf.org/\u003e","externalRefs":[{"referenceCategory":"PACKAGE-MANAGER","referenceType":"purl","referenceLocator":"pkg:pypi/[email protected]"}]},{"name":"jupyter-contrib-nbextensions","SPDXID":"SPDXRef-pypi-jupyter-contrib-nbextensions-0.7.0-75c946","versionInfo":"0.7.0","downloadLocation":"NOASSERTION","filesAnalyzed":false,"licenseConcluded":"BSD-2-Clause AND BSD-3-Clause","copyrightText":"Copyright (c) 2011, Christopher Finke, Copyright (c) 2013 - 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B' Both, (c) 1995 Ernst Stadlober, Institut fuer Statistitk, TU Graz, (c) 2000 W. Hoermann \u0026 J. Leydold, Institut f. Statistik, WU Wien, (c) 2003, C. Bond, (c) 2007 W. Hoermann \u0026 J. Leydold, Institut f. Statistik, WU Wien, (c) 2011 import numpy as np, (c) 2011 import warnings, (c) 2012 import numpy as np, (c) 2014 import numpy as np, (c) 2024 def yen, (c) ACM, 2011. http://doi.acm.org/10.1145/1916461.1916469, (c) B Whether, (c) Compute Hessian H, (c) Copyright Anton Bikineev 2014, (c) Copyright Antony Polukhin 2022, (c) Copyright Bruno Lalande 2008, (c) Copyright Christopher Kormanyos 1999 - 2021, (c) Copyright Daryle Walker 2001-2002, (c) Copyright Daryle Walker 2001, 2006, (c) Copyright Eric Ford \u0026 Hubert Holin 2001, (c) Copyright Eric Ford 2001 \u0026 Hubert Holin, (c) Copyright Evan Miller 2020, (c) Copyright Hubert Holin 2001, (c) Copyright Hubert Holin 2003, (c) Copyright Hubert Holin 2003-2005, (c) Copyright Hubert Holin and Daryle Walker 2001-2002, (c) Copyright James Folberth 2022, (c) Copyright Jeremy Murphy 2015, (c) Copyright Jeremy William Murphy 2015, (c) Copyright Jeremy William Murphy 2016, (c) Copyright Johan Rade 2006, (c) Copyright John Maddock 2005, (c) Copyright John Maddock 2005-2006, (c) Copyright John Maddock 2005-2021, (c) Copyright John Maddock 2006, (c) Copyright John Maddock 2006-7, (c) Copyright John Maddock 2006-8, (c) Copyright John Maddock 2006, 2015, (c) Copyright John Maddock 2007, (c) Copyright John Maddock 2008, (c) Copyright John Maddock 2008 - 2022, (c) Copyright John Maddock 2009, (c) Copyright John Maddock 2010, (c) Copyright John Maddock 2013, (c) Copyright John Maddock 2014, (c) Copyright John Maddock 2015, (c) Copyright John Maddock 2017, (c) Copyright John Maddock 2018, (c) Copyright John Maddock 2020, (c) Copyright John Maddock 2021, (c) Copyright John Maddock 2022, (c) Copyright John Maddock 2023, (c) Copyright John Maddock, 2024, (c) Copyright Matt Borland 2020, (c) Copyright Matt Borland 2021, (c) Copyright Matt Borland 2021 - 2022, (c) Copyright Matt Borland 2022, (c) Copyright Matt Borland 2023, (c) Copyright Matt Borland and Nick Thompson 2022, (c) Copyright Nick Thompson 2017, (c) Copyright Nick Thompson 2018, (c) Copyright Nick Thompson 2019, (c) Copyright Nick Thompson 2020, (c) Copyright Nick Thompson 2021, (c) Copyright Nick Thompson 2023, (c) Copyright Nick Thompson and Matt Borland 2020, (c) Copyright Nick Thompson, 2018, (c) Copyright Nick Thompson, 2019, (c) Copyright Nick Thompson, John Maddock 2023, (c) Copyright Paul A. Bristow 2006, (c) Copyright Paul A. Bristow 2011, (c) Copyright Victor Ananyev 2021, (c) Date July, 1988, (c) KOKOKOKOKKuKyKxKxKxKxKxKxKxKxKxKxKxKxKxKxKxKxKxKxKxKxKxKxKxKxKxKxKxKxKxKyK KyKxKzKzKzKzKzKzKzKzKzKzKzKzKyKxKzKzKzKzKzKzKzKzKzKzKzKzKzKzKzKzKzKzKzKzKzKzKzKzK K K KzK K, (c) Rasmus Munk Larsen, Stanford University, (c) Rasmus Munk Larsen, Stanford University, 1999, 2004, (c) Rasmus Munk Larsen, Stanford University, 2000, (c) Rasmus Munk Larsen, Stanford University, 2000, 2004, (c) Rasmus Munk Larsen, Stanford University, 2000,2004, (c) Rasmus Munk Larsen, Stanford University, 2004, (c) Rasmus Munk Larsen, Stanford, 1999, 2004, (c) Rasmus Munk Larsen, Stanford, 2004, (c), (c), Copyright (c) 1988 by Theo Jurriens, Copyright (c) 1989-2004 Johannes Braams, Copyright (c) 1990-2004 by Johannes Braams texniek at braams.cistron.nl Kersengaarde 33 2723 BP Zoetermeer NL, Copyright (c) 1992-2013 The University of Tennessee and The University of Tennessee Research Foundation, Copyright (c) 1993-2019 C.B. Barber, Copyright (c) 1993-2019 The Geometry Center, Copyright (c) 1994 by Xerox Corporation, Copyright (c) 1996-2008 Rice University, Copyright (c) 1996, 1997, 1998, 1999, 2000 Gerard Jungman, Brian Gough, Copyright (c) 1998-2000 Theodore C. Belding, Copyright (c) 1998-2000 Theodore C. Belding University of Michigan Center, Copyright (c) 1998-2007, Timothy A. Davis, Copyright (c) 1999, 2000, 2001 North Carolina State University, Copyright (c) 2000-2006 Wolfgang Hoermann and Josef Leydold Dept. for Statistics, University of Economics, Vienna, Austria, Copyright (c) 2000-2006, 2010 Wolfgang Hoermann and Josef Leydold Department of Statistics and Mathematics, WU Wien, Austria, Copyright (c) 2000-2010 Wolfgang Hoermann and Josef Leydold Department of Statistics and Mathematics, WU Wien, Austria, Copyright (c) 2000-2013 The University of California Berkeley, Copyright (c) 2000-2022 Wolfgang Hoermann and Josef Leydold, Copyright (c) 2000-2022 Wolfgang Hoermann and Josef Leydold Department of Statistics and Mathematics, WU Wien, Austria, Copyright (c) 2001-2002 Enthought, Inc. 2003-2024, SciPy Developers, Copyright (c) 2001-2011 - Scilab Enterprises, Copyright (c) 2001, 2002 Enthought, Inc., Copyright (c) 2002 Travis Oliphant, Copyright (c) 2002-2005, Jean-Sebastien Roy ([email protected]), Copyright (c) 2002-2017 Free Software Foundation, Inc., Copyright (c) 2003-2005 Peter J. 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