├── ..travis.yml.un~ ├── .README.md.un~ ├── .coverage ├── .github └── ISSUE_TEMPLATE │ ├── bug_report.md │ └── feature_request.md ├── .gitignore ├── .metadata ├── .lock ├── .log ├── .mylyn │ ├── .taskListIndex │ │ ├── segments_1 │ │ └── write.lock │ └── repositories.xml.zip ├── .plugins │ ├── org.eclipse.core.resources │ │ ├── .root │ │ │ ├── .indexes │ │ │ │ ├── history.version │ │ │ │ ├── properties.index │ │ │ │ └── properties.version │ │ │ └── 2.tree │ │ └── .safetable │ │ │ └── org.eclipse.core.resources │ ├── org.eclipse.core.runtime │ │ └── .settings │ │ │ ├── org.eclipse.core.resources.prefs │ │ │ ├── org.eclipse.jdt.ui.prefs │ │ │ ├── org.eclipse.jsch.core.prefs │ │ │ ├── org.eclipse.m2e.discovery.prefs │ │ │ ├── org.eclipse.mylyn.context.core.prefs │ │ │ ├── org.eclipse.mylyn.monitor.ui.prefs │ │ │ ├── org.eclipse.mylyn.tasks.ui.prefs │ │ │ ├── org.eclipse.ui.ide.prefs │ │ │ ├── org.eclipse.ui.workbench.prefs │ │ │ └── org.python.pydev.prefs │ ├── org.eclipse.e4.workbench │ │ └── workbench.xmi │ ├── org.eclipse.jdt.core │ │ ├── assumedExternalFilesCache │ │ ├── externalFilesCache │ │ ├── nonChainingJarsCache │ │ └── variablesAndContainers.dat │ ├── org.eclipse.jdt.ui │ │ ├── OpenTypeHistory.xml │ │ ├── QualifiedTypeNameHistory.xml │ │ └── dialog_settings.xml │ ├── org.eclipse.m2e.logback.configuration │ │ ├── 0.log │ │ └── logback.1.14.0.20191209-1925.xml │ ├── org.eclipse.oomph.setup │ │ └── workspace.setup │ ├── org.eclipse.tips.ide │ │ └── dialog_settings.xml │ ├── org.eclipse.ui.intro │ │ └── introstate │ ├── org.eclipse.ui.workbench │ │ └── workingsets.xml │ └── org.python.pydev │ │ └── pyunit_tests │ │ └── test_run_pin_info.txt └── version.ini ├── .project ├── .pydevproject ├── .readthedocs.yml ├── .travis.yml ├── .travis.yml~ ├── 1.PNG ├── 2.PNG ├── 3.PNG ├── CIR_first_date.png ├── CIR_results_comparison.png ├── CODE_OF_CONDUCT.md ├── LICENSE ├── PricingFIP ├── Vaeick_CIR │ ├── CIR_first_date.png │ ├── CIR_fsecond_date.png │ ├── CIR_results_comparison.png │ ├── Mod6.py │ ├── VASEICK_first_date.png │ ├── VASEICK_results_comparison.png │ ├── VASEICK_second_date.png │ └── __init__.py ├── __init__.py └── my_tests │ └── tests │ └── test_auth.py ├── README.md ├── README.md~ ├── RateRegression.ipynb ├── VASEICK_first_date.png ├── Vaeick_CIR.rst ├── coverage.xml └── docs ├── Makefile ├── PricingFIP.Vaeick_CIR.rst ├── PricingFIP.rst ├── _build ├── doctrees │ ├── environment.pickle │ └── index.doctree └── html │ ├── .buildinfo │ ├── _sources │ └── index.rst.txt │ ├── _static │ ├── basic.css │ ├── css │ │ ├── badge_only.css │ │ ├── fonts │ │ │ ├── Roboto-Slab-Bold.woff │ │ │ ├── Roboto-Slab-Bold.woff2 │ │ │ ├── Roboto-Slab-Regular.woff │ │ │ ├── Roboto-Slab-Regular.woff2 │ │ │ ├── fontawesome-webfont.eot │ │ │ ├── fontawesome-webfont.svg │ │ │ ├── fontawesome-webfont.ttf │ │ │ ├── fontawesome-webfont.woff │ │ │ ├── fontawesome-webfont.woff2 │ │ │ ├── lato-bold-italic.woff │ │ │ ├── lato-bold-italic.woff2 │ │ │ ├── lato-bold.woff │ │ │ ├── lato-bold.woff2 │ │ │ ├── lato-normal-italic.woff │ │ │ ├── lato-normal-italic.woff2 │ │ │ ├── lato-normal.woff │ │ │ └── lato-normal.woff2 │ │ └── theme.css │ ├── doctools.js │ ├── documentation_options.js │ ├── file.png │ ├── fonts │ │ ├── FontAwesome.otf │ │ ├── Lato │ │ │ ├── lato-bold.eot │ │ │ ├── lato-bold.ttf │ │ │ ├── lato-bold.woff │ │ │ ├── lato-bold.woff2 │ │ │ ├── lato-bolditalic.eot │ │ │ ├── lato-bolditalic.ttf │ │ │ ├── lato-bolditalic.woff │ │ │ ├── lato-bolditalic.woff2 │ │ │ ├── lato-italic.eot │ │ │ ├── lato-italic.ttf │ │ │ ├── lato-italic.woff │ │ │ ├── lato-italic.woff2 │ │ │ ├── lato-regular.eot │ │ │ ├── lato-regular.ttf │ │ │ ├── lato-regular.woff │ │ │ └── lato-regular.woff2 │ │ ├── Roboto-Slab-Bold.woff │ │ ├── Roboto-Slab-Bold.woff2 │ │ ├── Roboto-Slab-Light.woff │ │ ├── Roboto-Slab-Light.woff2 │ │ ├── Roboto-Slab-Regular.woff │ │ ├── Roboto-Slab-Regular.woff2 │ │ ├── Roboto-Slab-Thin.woff │ │ ├── Roboto-Slab-Thin.woff2 │ │ ├── RobotoSlab │ │ │ ├── roboto-slab-v7-bold.eot │ │ │ ├── roboto-slab-v7-bold.ttf │ │ │ ├── roboto-slab-v7-bold.woff │ │ │ ├── roboto-slab-v7-bold.woff2 │ │ │ ├── roboto-slab-v7-regular.eot │ │ │ ├── roboto-slab-v7-regular.ttf │ │ │ ├── roboto-slab-v7-regular.woff │ │ │ └── roboto-slab-v7-regular.woff2 │ │ ├── fontawesome-webfont.eot │ │ ├── fontawesome-webfont.svg │ │ ├── fontawesome-webfont.ttf │ │ ├── fontawesome-webfont.woff │ │ ├── fontawesome-webfont.woff2 │ │ ├── lato-bold-italic.woff │ │ ├── lato-bold-italic.woff2 │ │ ├── lato-bold.woff │ │ ├── lato-bold.woff2 │ │ ├── lato-normal-italic.woff │ │ ├── lato-normal-italic.woff2 │ │ ├── lato-normal.woff │ │ └── lato-normal.woff2 │ ├── jquery-3.5.1.js │ ├── jquery.js │ ├── js │ │ ├── badge_only.js │ │ ├── html5shiv-printshiv.min.js │ │ ├── html5shiv.min.js │ │ ├── modernizr.min.js │ │ └── theme.js │ ├── language_data.js │ ├── minus.png │ ├── plus.png │ ├── pygments.css │ ├── searchtools.js │ ├── underscore-1.3.1.js │ └── underscore.js │ ├── genindex.html │ ├── index.html │ ├── objects.inv │ ├── search.html │ └── searchindex.js ├── conf.py ├── index.rst ├── make.bat ├── modules.rst └── requirements.txt /..travis.yml.un~: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/harshhacks/quantparadise/a8039e7344b6c50f4c4382e5efa89220c368002c/..travis.yml.un~ -------------------------------------------------------------------------------- /.README.md.un~: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/harshhacks/quantparadise/a8039e7344b6c50f4c4382e5efa89220c368002c/.README.md.un~ -------------------------------------------------------------------------------- /.coverage: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/harshhacks/quantparadise/a8039e7344b6c50f4c4382e5efa89220c368002c/.coverage -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/bug_report.md: -------------------------------------------------------------------------------- 1 | --- 2 | name: Bug report 3 | about: Create a report to help us improve 4 | title: '' 5 | labels: '' 6 | assignees: '' 7 | 8 | --- 9 | 10 | **Describe the bug** 11 | A clear and concise description of what the bug is. 12 | 13 | **To Reproduce** 14 | Steps to reproduce the behavior: 15 | 1. Go to '...' 16 | 2. Click on '....' 17 | 3. Scroll down to '....' 18 | 4. See error 19 | 20 | **Expected behavior** 21 | A clear and concise description of what you expected to happen. 22 | 23 | **Screenshots** 24 | If applicable, add screenshots to help explain your problem. 25 | 26 | **Desktop (please complete the following information):** 27 | - OS: [e.g. iOS] 28 | - Browser [e.g. chrome, safari] 29 | - Version [e.g. 22] 30 | 31 | **Smartphone (please complete the following information):** 32 | - Device: [e.g. iPhone6] 33 | - OS: [e.g. iOS8.1] 34 | - Browser [e.g. stock browser, safari] 35 | - Version [e.g. 22] 36 | 37 | **Additional context** 38 | Add any other context about the problem here. 39 | -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/feature_request.md: -------------------------------------------------------------------------------- 1 | --- 2 | name: Feature request 3 | about: Suggest an idea for this project 4 | title: '' 5 | labels: '' 6 | assignees: '' 7 | 8 | --- 9 | 10 | **Is your feature request related to a problem? Please describe.** 11 | A clear and concise description of what the problem is. Ex. I'm always frustrated when [...] 12 | 13 | **Describe the solution you'd like** 14 | A clear and concise description of what you want to happen. 15 | 16 | **Describe alternatives you've considered** 17 | A clear and concise description of any alternative solutions or features you've considered. 18 | 19 | **Additional context** 20 | Add any other context or screenshots about the feature request here. 21 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | docs/_build 2 | docs/_static 3 | docs/_templates 4 | ./_build 5 | ./_static 6 | ./_templates 7 | __pycache__ 8 | *.pyc 9 | .coverage -------------------------------------------------------------------------------- /.metadata/.lock: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/harshhacks/quantparadise/a8039e7344b6c50f4c4382e5efa89220c368002c/.metadata/.lock -------------------------------------------------------------------------------- /.metadata/.log: -------------------------------------------------------------------------------- 1 | !SESSION 2020-11-06 19:50:35.302 ----------------------------------------------- 2 | eclipse.buildId=4.14.0.I20191210-0610 3 | java.fullversion=1.8.0_252-b09 4 | JRE 1.8.0 Windows 8 amd64-64-Bit Compressed References 20200422_667 (JIT enabled, AOT enabled) 5 | OpenJ9 - 05fa2d361 6 | OMR - d4365f371 7 | JCL - 5e623848e9 based on jdk8u252-b09 8 | BootLoader constants: OS=win32, ARCH=x86_64, WS=win32, NL=en_US 9 | Framework arguments: -product org.eclipse.epp.package.java.product 10 | Command-line arguments: -os win32 -ws win32 -arch x86_64 -product org.eclipse.epp.package.java.product 11 | 12 | !ENTRY org.eclipse.egit.ui 2 0 2020-11-06 19:52:01.225 13 | !MESSAGE Warning: The environment variable HOME is not set. The following directory will be used to store the Git 14 | user global configuration and to define the default location to store repositories: 'C:\Users\naman'. If this is 15 | not correct please set the HOME environment variable and restart Eclipse. Otherwise Git for Windows and 16 | EGit might behave differently since they see different configuration options. 17 | This warning can be switched off on the Team > Git > Confirmations and Warnings preference page. 18 | !SESSION 2020-11-06 19:52:30.600 ----------------------------------------------- 19 | eclipse.buildId=4.14.0.I20191210-0610 20 | java.fullversion=1.8.0_252-b09 21 | JRE 1.8.0 Windows 8 amd64-64-Bit Compressed References 20200422_667 (JIT enabled, AOT enabled) 22 | OpenJ9 - 05fa2d361 23 | OMR - d4365f371 24 | JCL - 5e623848e9 based on jdk8u252-b09 25 | BootLoader constants: OS=win32, ARCH=x86_64, WS=win32, NL=en_US 26 | Framework arguments: -product org.eclipse.epp.package.java.product 27 | Command-line arguments: -os win32 -ws win32 -arch x86_64 -product org.eclipse.epp.package.java.product 28 | 29 | !ENTRY org.eclipse.egit.ui 2 0 2020-11-06 19:52:40.899 30 | !MESSAGE Warning: The environment variable HOME is not set. The following directory will be used to store the Git 31 | user global configuration and to define the default location to store repositories: 'C:\Users\naman'. If this is 32 | not correct please set the HOME environment variable and restart Eclipse. Otherwise Git for Windows and 33 | EGit might behave differently since they see different configuration options. 34 | This warning can be switched off on the Team > Git > Confirmations and Warnings preference page. 35 | -------------------------------------------------------------------------------- /.metadata/.mylyn/.taskListIndex/segments_1: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/harshhacks/quantparadise/a8039e7344b6c50f4c4382e5efa89220c368002c/.metadata/.mylyn/.taskListIndex/segments_1 -------------------------------------------------------------------------------- /.metadata/.mylyn/.taskListIndex/write.lock: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/harshhacks/quantparadise/a8039e7344b6c50f4c4382e5efa89220c368002c/.metadata/.mylyn/.taskListIndex/write.lock -------------------------------------------------------------------------------- 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-------------------------------------------------------------------------------- 1 | eclipse.preferences.version=1 2 | version=1 3 | -------------------------------------------------------------------------------- /.metadata/.plugins/org.eclipse.core.runtime/.settings/org.eclipse.jdt.ui.prefs: -------------------------------------------------------------------------------- 1 | content_assist_proposals_background=255,255,255 2 | content_assist_proposals_foreground=0,0,0 3 | eclipse.preferences.version=1 4 | org.eclipse.jdt.ui.formatterprofiles.version=18 5 | spelling_locale_initialized=true 6 | useAnnotationsPrefPage=true 7 | useQuickDiffPrefPage=true 8 | -------------------------------------------------------------------------------- /.metadata/.plugins/org.eclipse.core.runtime/.settings/org.eclipse.jsch.core.prefs: -------------------------------------------------------------------------------- 1 | eclipse.preferences.version=1 2 | org.eclipse.jsch.core.hasChangedDefaultWin32SshHome=true 3 | -------------------------------------------------------------------------------- /.metadata/.plugins/org.eclipse.core.runtime/.settings/org.eclipse.m2e.discovery.prefs: -------------------------------------------------------------------------------- 1 | eclipse.preferences.version=1 2 | org.eclipse.m2e.discovery.pref.projects= 3 | -------------------------------------------------------------------------------- /.metadata/.plugins/org.eclipse.core.runtime/.settings/org.eclipse.mylyn.context.core.prefs: -------------------------------------------------------------------------------- 1 | eclipse.preferences.version=1 2 | mylyn.attention.migrated=true 3 | -------------------------------------------------------------------------------- /.metadata/.plugins/org.eclipse.core.runtime/.settings/org.eclipse.mylyn.monitor.ui.prefs: -------------------------------------------------------------------------------- 1 | eclipse.preferences.version=1 2 | org.eclipse.mylyn.monitor.activity.tracking.enabled.checked=true 3 | -------------------------------------------------------------------------------- /.metadata/.plugins/org.eclipse.core.runtime/.settings/org.eclipse.mylyn.tasks.ui.prefs: -------------------------------------------------------------------------------- 1 | eclipse.preferences.version=1 2 | migrated.task.repositories.secure.store=true 3 | org.eclipse.mylyn.tasks.ui.filters.nonmatching=true 4 | org.eclipse.mylyn.tasks.ui.filters.nonmatching.encouraged=true 5 | org.eclipse.mylyn.tasks.ui.welcome.message=true 6 | -------------------------------------------------------------------------------- /.metadata/.plugins/org.eclipse.core.runtime/.settings/org.eclipse.ui.ide.prefs: -------------------------------------------------------------------------------- 1 | PROBLEMS_FILTERS_MIGRATE=true 2 | eclipse.preferences.version=1 3 | platformState=1593809292550 4 | quickStart=false 5 | tipsAndTricks=true 6 | -------------------------------------------------------------------------------- /.metadata/.plugins/org.eclipse.core.runtime/.settings/org.eclipse.ui.workbench.prefs: -------------------------------------------------------------------------------- 1 | //org.eclipse.ui.commands/state/org.eclipse.ui.navigator.resources.nested.changeProjectPresentation/org.eclipse.ui.commands.radioState=false 2 | PLUGINS_NOT_ACTIVATED_ON_STARTUP=;org.eclipse.m2e.discovery; 3 | eclipse.preferences.version=1 4 | -------------------------------------------------------------------------------- /.metadata/.plugins/org.eclipse.core.runtime/.settings/org.python.pydev.prefs: -------------------------------------------------------------------------------- 1 | INTERPRETERS_CHECKED_ONCE=true 2 | eclipse.preferences.version=1 3 | -------------------------------------------------------------------------------- /.metadata/.plugins/org.eclipse.jdt.core/assumedExternalFilesCache: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /.metadata/.plugins/org.eclipse.jdt.core/externalFilesCache: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /.metadata/.plugins/org.eclipse.jdt.core/nonChainingJarsCache: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /.metadata/.plugins/org.eclipse.jdt.core/variablesAndContainers.dat: -------------------------------------------------------------------------------- 1 | JRE_LIB JRE_SRCROOT 2 | JUNIT_HOMEJRE_SRCJUNIT_SRC_HOMEM2_REPO -------------------------------------------------------------------------------- /.metadata/.plugins/org.eclipse.jdt.ui/OpenTypeHistory.xml: 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11 | -------------------------------------------------------------------------------- /.metadata/.plugins/org.eclipse.m2e.logback.configuration/0.log: -------------------------------------------------------------------------------- 1 | 2020-11-06 19:52:00,859 [Worker-6: Loading available Gradle versions] INFO o.e.b.c.i.u.g.PublishedGradleVersions - Gradle version information cache is out-of-date. Trying to update. 2 | 2020-11-06 19:52:40,583 [Worker-6: Loading available Gradle versions] INFO o.e.b.c.i.u.g.PublishedGradleVersions - Gradle version information cache is up-to-date. Trying to read. 3 | -------------------------------------------------------------------------------- /.metadata/.plugins/org.eclipse.m2e.logback.configuration/logback.1.14.0.20191209-1925.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | %date [%thread] %-5level %logger{35} - %msg%n 5 | 6 | 7 | OFF 8 | 9 | 10 | 11 | 12 | ${org.eclipse.m2e.log.dir}/0.log 13 | 14 | ${org.eclipse.m2e.log.dir}/%i.log 15 | 1 16 | 10 17 | 18 | 19 | 100MB 20 | 21 | 22 | %date [%thread] %-5level %logger{35} - %msg%n 23 | 24 | 25 | 26 | 27 | 28 | WARN 29 | 30 | 31 | 32 | 33 | 34 | 35 | 36 | 37 | 38 | 39 | 40 | 41 | 42 | 43 | 44 | -------------------------------------------------------------------------------- /.metadata/.plugins/org.eclipse.oomph.setup/workspace.setup: -------------------------------------------------------------------------------- 1 | 2 | 7 | -------------------------------------------------------------------------------- /.metadata/.plugins/org.eclipse.tips.ide/dialog_settings.xml: -------------------------------------------------------------------------------- 1 | 2 |
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4 | -------------------------------------------------------------------------------- /.metadata/.plugins/org.eclipse.ui.intro/introstate: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /.metadata/.plugins/org.eclipse.ui.workbench/workingsets.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | -------------------------------------------------------------------------------- /.metadata/.plugins/org.python.pydev/pyunit_tests/test_run_pin_info.txt: -------------------------------------------------------------------------------- 1 | || -------------------------------------------------------------------------------- /.metadata/version.ini: -------------------------------------------------------------------------------- 1 | #Fri Nov 06 19:52:33 EST 2020 2 | org.eclipse.core.runtime=2 3 | org.eclipse.platform=4.14.0.v20191210-0610 4 | -------------------------------------------------------------------------------- /.project: -------------------------------------------------------------------------------- 1 | 2 | 3 | Quant-paradise 4 | 5 | 6 | 7 | 8 | 9 | org.python.pydev.PyDevBuilder 10 | 11 | 12 | 13 | 14 | 15 | org.python.pydev.pythonNature 16 | 17 | 18 | -------------------------------------------------------------------------------- /.pydevproject: -------------------------------------------------------------------------------- 1 | 2 | 3 | Default 4 | python interpreter 5 | 6 | -------------------------------------------------------------------------------- /.readthedocs.yml: -------------------------------------------------------------------------------- 1 | # .readthedocs.yml 2 | # Read the Docs configuration file 3 | # See https://docs.readthedocs.io/en/stable/config-file/v2.html for details 4 | 5 | # Required 6 | version: 2 7 | 8 | # Build documentation in the docs/ directory with Sphinx 9 | sphinx: 10 | configuration: docs/conf.py 11 | 12 | # Build documentation with MkDocs 13 | #mkdocs: 14 | # configuration: mkdocs.yml 15 | 16 | # Optionally build your docs in additional formats such as PDF 17 | # formats: 18 | # - pdf 19 | python: 20 | version: 3.7 21 | install: 22 | - requirements: docs/requirements.txt 23 | 24 | -------------------------------------------------------------------------------- /.travis.yml: -------------------------------------------------------------------------------- 1 | 2 | language: python 3 | python: 4 | - 3.7 5 | cache: pypi 6 | 7 | install: 8 | - pip install flake8 codecov pytest pytest-cov 9 | - pip install scipy 10 | - pip install matplotlib 11 | - pip install numpy 12 | 13 | 14 | script: 15 | - flake8 --ignore=F405,F401,F811,F403,E501 16 | - pytest 17 | 18 | after_success: 19 | - codecov 20 | branches: 21 | only: 22 | - master 23 | -------------------------------------------------------------------------------- /.travis.yml~: -------------------------------------------------------------------------------- 1 | 2 | language: python 3 | python: 4 | - 3.7 5 | cache: pypi 6 | 7 | install: 8 | - pip install flake8 codecov pytest pytest-cov 9 | 10 | 11 | script: 12 | - flake8 --exclude=*.py 13 | - coverage run -m pytest 14 | 15 | after_success: 16 | - codecov 17 | branches: 18 | only: 19 | - master 20 | -------------------------------------------------------------------------------- /1.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/harshhacks/quantparadise/a8039e7344b6c50f4c4382e5efa89220c368002c/1.PNG -------------------------------------------------------------------------------- /2.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/harshhacks/quantparadise/a8039e7344b6c50f4c4382e5efa89220c368002c/2.PNG -------------------------------------------------------------------------------- /3.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/harshhacks/quantparadise/a8039e7344b6c50f4c4382e5efa89220c368002c/3.PNG -------------------------------------------------------------------------------- /CIR_first_date.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/harshhacks/quantparadise/a8039e7344b6c50f4c4382e5efa89220c368002c/CIR_first_date.png -------------------------------------------------------------------------------- /CIR_results_comparison.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/harshhacks/quantparadise/a8039e7344b6c50f4c4382e5efa89220c368002c/CIR_results_comparison.png -------------------------------------------------------------------------------- /CODE_OF_CONDUCT.md: -------------------------------------------------------------------------------- 1 | # Contributor Covenant Code of Conduct 2 | 3 | ## Our Pledge 4 | 5 | In the interest of fostering an open and welcoming environment, we as 6 | contributors and maintainers pledge to making participation in our project and 7 | our community a harassment-free experience for everyone, regardless of age, body 8 | size, disability, ethnicity, sex characteristics, gender identity and expression, 9 | level of experience, education, socio-economic status, nationality, personal 10 | appearance, race, religion, or sexual identity and orientation. 11 | 12 | ## Our Standards 13 | 14 | Examples of behavior that contributes to creating a positive environment 15 | include: 16 | 17 | * Using welcoming and inclusive language 18 | * Being respectful of differing viewpoints and experiences 19 | * Gracefully accepting constructive criticism 20 | * Focusing on what is best for the community 21 | * Showing empathy towards other community members 22 | 23 | Examples of unacceptable behavior by participants include: 24 | 25 | * The use of sexualized language or imagery and unwelcome sexual attention or 26 | advances 27 | * Trolling, insulting/derogatory comments, and personal or political attacks 28 | * Public or private harassment 29 | * Publishing others' private information, such as a physical or electronic 30 | address, without explicit permission 31 | * Other conduct which could reasonably be considered inappropriate in a 32 | professional setting 33 | 34 | ## Our Responsibilities 35 | 36 | Project maintainers are responsible for clarifying the standards of acceptable 37 | behavior and are expected to take appropriate and fair corrective action in 38 | response to any instances of unacceptable behavior. 39 | 40 | Project maintainers have the right and responsibility to remove, edit, or 41 | reject comments, commits, code, wiki edits, issues, and other contributions 42 | that are not aligned to this Code of Conduct, or to ban temporarily or 43 | permanently any contributor for other behaviors that they deem inappropriate, 44 | threatening, offensive, or harmful. 45 | 46 | ## Scope 47 | 48 | This Code of Conduct applies both within project spaces and in public spaces 49 | when an individual is representing the project or its community. Examples of 50 | representing a project or community include using an official project e-mail 51 | address, posting via an official social media account, or acting as an appointed 52 | representative at an online or offline event. Representation of a project may be 53 | further defined and clarified by project maintainers. 54 | 55 | ## Enforcement 56 | 57 | Instances of abusive, harassing, or otherwise unacceptable behavior may be 58 | reported by contacting the project team at naman25295@gmail.com. All 59 | complaints will be reviewed and investigated and will result in a response that 60 | is deemed necessary and appropriate to the circumstances. The project team is 61 | obligated to maintain confidentiality with regard to the reporter of an incident. 62 | Further details of specific enforcement policies may be posted separately. 63 | 64 | Project maintainers who do not follow or enforce the Code of Conduct in good 65 | faith may face temporary or permanent repercussions as determined by other 66 | members of the project's leadership. 67 | 68 | ## Attribution 69 | 70 | This Code of Conduct is adapted from the [Contributor Covenant][homepage], version 1.4, 71 | available at https://www.contributor-covenant.org/version/1/4/code-of-conduct.html 72 | 73 | [homepage]: https://www.contributor-covenant.org 74 | 75 | For answers to common questions about this code of conduct, see 76 | https://www.contributor-covenant.org/faq 77 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2020 Harsh Mishra 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /PricingFIP/Vaeick_CIR/CIR_first_date.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/harshhacks/quantparadise/a8039e7344b6c50f4c4382e5efa89220c368002c/PricingFIP/Vaeick_CIR/CIR_first_date.png -------------------------------------------------------------------------------- /PricingFIP/Vaeick_CIR/CIR_fsecond_date.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/harshhacks/quantparadise/a8039e7344b6c50f4c4382e5efa89220c368002c/PricingFIP/Vaeick_CIR/CIR_fsecond_date.png -------------------------------------------------------------------------------- /PricingFIP/Vaeick_CIR/CIR_results_comparison.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/harshhacks/quantparadise/a8039e7344b6c50f4c4382e5efa89220c368002c/PricingFIP/Vaeick_CIR/CIR_results_comparison.png -------------------------------------------------------------------------------- /PricingFIP/Vaeick_CIR/Mod6.py: -------------------------------------------------------------------------------- 1 | 2 | from scipy.optimize import minimize 3 | 4 | import matplotlib.pyplot as plt 5 | import numpy as np 6 | 7 | 8 | def zero_coupon(tau, r0, kappa, theta, sigma, model): 9 | ''' Calculates the zero-coupon price based on the Vasicek/CIR model 10 | using the parameters provided 11 | 12 | :param tau: 13 | :type tau: 14 | :param r0: 15 | :type r0: 16 | :param kappa: 17 | :type kappa: 18 | :param theta: 19 | :type theta: 20 | :param sigma: 21 | :type sigma: 22 | :param model: 23 | :type model: 24 | ''' 25 | if model == 'Vasicek': 26 | B = (1 - np.exp(-kappa * tau)) / kappa 27 | A = (theta - sigma ** 2 / (2 * kappa ** 2)) * \ 28 | (B - tau) - (sigma ** 2 / (4 * kappa)) * B ** 2 29 | elif model == 'CIR': 30 | g = np.sqrt(kappa ** 2 + 2 * sigma ** 2) 31 | tmp = 2 * kappa * theta / sigma ** 2 32 | tmp1 = kappa * tau / 2 33 | tmp2 = g * tau / 2 34 | 35 | A = tmp * np.log(np.exp(tmp1) / (np.cosh(tmp2) + (kappa / g) * np.sinh(tmp2))) 36 | # B = 2. / (kappa + g * (1. / np.tanh(g * tau / 2))) 37 | tanh = np.tanh(g * tau / 2) 38 | B = 2. * tanh / (kappa * tanh + g) 39 | else: 40 | print('zero_coupon: model must be "Vasicek" or "CIR"!') 41 | return -1 42 | 43 | n2 = len(A) 44 | A_ = A 45 | B_ = B 46 | 47 | r_ = np.repeat(r0, n2) 48 | 49 | p = np.exp(A_ - B_ * r_) 50 | return p 51 | 52 | 53 | def swapRates(tau, p, mat): 54 | '''Computes interpolated values for the swap 55 | rates using the parameters provided 56 | :param tau: 57 | :type tau: 58 | :param p: 59 | :type p: 60 | :param mat: 61 | :type mat: 62 | ''' 63 | if len(tau) == 1: 64 | return -1 65 | tmax = mat[-1] 66 | 67 | ttemp = np.arange(0.5, tmax + 0.5, 0.5) 68 | ptemp = np.interp(ttemp, tau, p) 69 | 70 | dis = np.cumsum(ptemp) 71 | # dis = dis(:); 72 | 73 | # linear interpolation 74 | pmat = np.interp(mat, tau, p) 75 | 76 | index = (2 * mat).astype(int) - 1 77 | S = 100 * 2 * (1 - pmat) / dis[index] 78 | 79 | return S 80 | 81 | 82 | def liborRates(tau, p, mat): 83 | '''Computes interpolated values of the libor 84 | rates between the given extreme values 85 | 86 | :param tau: 87 | :type tau: 88 | :param p: 89 | :type p: 90 | :param mat: 91 | :type mat: 92 | ''' 93 | if len(tau) == 1: 94 | return -1 95 | pmat = np.interp(mat, tau, p) 96 | L = 100 * (1. / pmat - 1) / mat 97 | return L 98 | 99 | 100 | def objFunc1(params, tau, LIBOR, SWAP, model): 101 | '''Utilizes a gradient-based approach to reduce the difference between 102 | the model values and the actual values to tune the parameters 103 | 104 | :param params: 105 | :type params: 106 | :param tau: 107 | :type tau: 108 | :param LIBOR: 109 | :type LIBOR: 110 | :param SWAP: 111 | :type SWAP: 112 | :param model: 113 | :type model: 114 | ''' 115 | # unpack params 116 | r0 = params[0] 117 | kappa = params[1] 118 | theta = params[2] 119 | sigma = params[3] 120 | if r0 < 0: 121 | return -1 122 | if sigma < 0: 123 | return -2 124 | p = zero_coupon(tau, r0, kappa, theta, sigma, model) 125 | # now that we have zero-coupon bond prices p(t,T) 126 | # now it is time to calculate MODEL LIBOR rates and SWAP rates 127 | S = swapRates(tau, p, SWAP[:, 0]) 128 | L = liborRates(tau, p, LIBOR[:, 0]) 129 | 130 | # the goal is to minimize the distance between model rates and market rates 131 | rel1 = (S - SWAP[:, 1]) / SWAP[:, 1] 132 | rel2 = (L - LIBOR[:, 1]) / LIBOR[:, 1] 133 | 134 | # rel1 = (S-SWAP(:,2)) 135 | # rel2 = (L-LIBOR(:,2)) 136 | 137 | # mae = (sum(abs(rel1))+sum(abs(rel2))) 138 | mae = np.sum(rel1 ** 2) + np.sum(rel2 ** 2) 139 | 140 | return mae 141 | 142 | 143 | def calibration(fun, param_0, tau, LIBOR, SWAP, model): 144 | '''help to change tolerance by setting appropriate parameters 145 | 146 | :param fun: 147 | :type fun: 148 | :param param_0: 149 | :type param_0: 150 | :param tau: 151 | :type tau: 152 | :param LIBOR: 153 | :type LIBOR: 154 | :param SWAP: 155 | :type SWAP: 156 | :param model: 157 | :type model: 158 | ''' 159 | 160 | opt = {'maxiter': 1000, 'maxfev': 5e3} 161 | sol = minimize( 162 | objFunc1, 163 | params1, 164 | args=( 165 | tau, 166 | LIBOR, 167 | SWAP, 168 | model), 169 | method='Nelder-Mead', 170 | options=opt) 171 | print(sol.message) 172 | par = np.array(sol.x) 173 | print('parameters = ' + str(par)) 174 | r_star = par[0] 175 | kappa_star = par[1] 176 | theta_star = par[2] 177 | sigma_star = par[3] 178 | p = zero_coupon(tau, r_star, kappa_star, theta_star, sigma_star, model) 179 | L = liborRates(tau, p, LIBOR[:, 0]) 180 | S = swapRates(tau, p, SWAP[:, 0]) 181 | return p, L, S 182 | 183 | 184 | # DATA 185 | LIBOR = np.array([[1 / 12, 1.49078, 2.2795], 186 | [2 / 12, 1.52997, 2.33075], 187 | [3 / 12, 1.60042, 2.43631], 188 | [6 / 12, 1.76769, 2.63525], 189 | [12 / 12, 2.04263, 2.95425]]) 190 | 191 | SWAP = np.array([[2, 2.013, 3.0408], 192 | [3, 2.1025, 3.1054], 193 | [5, 2.195, 3.1332], 194 | [7, 2.2585, 3.1562], 195 | [10, 2.3457, 3.199], 196 | [15, 2.4447, 3.2437], 197 | [30, 2.5055, 3.227]]) 198 | 199 | # PARAMETERS 200 | # we are going out 30 years every month (1/12) 201 | tau = np.arange(0, 30 + 1 / 12, 1 / 12) 202 | 203 | # initial starting point 204 | # r0 = 0.02 kappa0 = 2 theta0 = 0.5 sigma0 = 0.1 205 | params = np.array([0.02, 1.0, 0.05, 0.3]) 206 | 207 | params1 = np.array([0.25, 5, 0.2, 0.1]) 208 | params2 = np.array([0.25, 5, 0.2, 0.1]) 209 | 210 | # vaseick(2 dates) 211 | model = 'Vasicek' 212 | # first date 213 | print("*********************model:Vasicek************************** first date ******************************************************") 214 | 215 | whichOne = 1 216 | p11, L11, S11 = calibration(objFunc1, params1, tau, LIBOR[:, [ 217 | 0, whichOne]], SWAP[:, [0, whichOne]], model) 218 | 219 | print("*********************model:Vasicek************************** second date ******************************************************") 220 | # second date 221 | whichOne = 2 222 | p12, L12, S12 = calibration(objFunc1, params1, tau, LIBOR[:, [ 223 | 0, whichOne]], SWAP[:, [0, whichOne]], model) 224 | 225 | # CIR 226 | model = 'CIR' 227 | 228 | # first date 229 | print("*********************model:CIR************************** first date ******************************************************") 230 | 231 | whichOne = 1 232 | p21, L21, S21 = calibration(objFunc1, params1, tau, LIBOR[:, [ 233 | 0, whichOne]], SWAP[:, [0, whichOne]], model) 234 | 235 | # second date 236 | print("*********************model:CIR************************** second date ******************************************************") 237 | 238 | whichOne = 2 239 | p22, L22, S22 = calibration(objFunc1, params1, tau, LIBOR[:, [ 240 | 0, whichOne]], SWAP[:, [0, whichOne]], model) 241 | 242 | # PLOTS 243 | # VASEICK 244 | # vasicek first date 245 | 246 | whichOne = 1 247 | dataDate = 'Dec 14, 2017' 248 | 249 | plt.figure(figsize=(10, 12)) 250 | 251 | plt.subplot(3, 1, 1) 252 | plt.plot(tau, p11) 253 | plt.xlabel('T (years)') 254 | plt.ylabel('P(t,T)') 255 | plt.title('Vasicek results for LIBOR & swap rates on ' + dataDate) 256 | 257 | plt.subplot(3, 1, 2) 258 | plt.plot(12 * LIBOR[:, 0], LIBOR[:, whichOne], '.-') 259 | plt.plot(12 * LIBOR[:, 0], L11, 'o') 260 | plt.xlabel('maturity (months)') 261 | plt.ylabel('LIBOR rates') 262 | 263 | plt.subplot(3, 1, 3) 264 | plt.plot(SWAP[:, 0], SWAP[:, whichOne], '.-') 265 | plt.plot(SWAP[:, 0], S11, 'o') 266 | plt.xlabel('swap term (years)') 267 | plt.ylabel('swap rates') 268 | 269 | plt.show() 270 | 271 | # vasicek second date 272 | whichOne = 2 273 | dataDate = 'Oct 11, 2018' 274 | 275 | plt.figure(figsize=(10, 12)) 276 | 277 | plt.subplot(3, 1, 1) 278 | plt.plot(tau, p12) 279 | plt.xlabel('T (years)') 280 | plt.ylabel('P(t,T)') 281 | plt.title('Vasicek results for LIBOR & swap rates on ' + dataDate) 282 | 283 | plt.subplot(3, 1, 2) 284 | plt.plot(12 * LIBOR[:, 0], LIBOR[:, whichOne], '.-') 285 | plt.plot(12 * LIBOR[:, 0], L12, 'o') 286 | plt.xlabel('maturity (months)') 287 | plt.ylabel('LIBOR rates') 288 | 289 | plt.subplot(3, 1, 3) 290 | plt.plot(SWAP[:, 0], SWAP[:, whichOne], '.-') 291 | plt.plot(SWAP[:, 0], S12, 'o') 292 | plt.xlabel('swap term (years)') 293 | plt.ylabel('swap rates') 294 | 295 | plt.show() 296 | 297 | # vasicek comparison 298 | plt.figure() 299 | plt.plot(tau, p11) 300 | plt.plot(tau, p12) 301 | plt.xlabel('T (years)') 302 | plt.ylabel('P(t,T)') 303 | plt.legend(['Dec 14, 2017', 'Oct 11, 2018']) 304 | plt.title('Vasicek results') 305 | plt.show() 306 | 307 | # cir first date 308 | whichOne = 1 309 | dataDate = 'Dec 14, 2017' 310 | 311 | plt.figure(figsize=(10, 12)) 312 | 313 | plt.subplot(3, 1, 1) 314 | plt.plot(tau, p21) 315 | plt.xlabel('T (years)') 316 | plt.ylabel('P(t,T)') 317 | plt.title('CIR results for LIBOR & swap rates on ' + dataDate) 318 | 319 | plt.subplot(3, 1, 2) 320 | plt.plot(12 * LIBOR[:, 0], LIBOR[:, whichOne], '.-') 321 | plt.plot(12 * LIBOR[:, 0], L21, 'o') 322 | plt.xlabel('maturity (months)') 323 | plt.ylabel('LIBOR rates') 324 | 325 | plt.subplot(3, 1, 3) 326 | plt.plot(SWAP[:, 0], SWAP[:, whichOne], '.-') 327 | plt.plot(SWAP[:, 0], S21, 'o') 328 | plt.xlabel('swap term (years)') 329 | plt.ylabel('swap rates') 330 | 331 | plt.show() 332 | 333 | # cir second date 334 | whichOne = 2 335 | dataDate = 'Oct 11, 2018' 336 | 337 | plt.figure(figsize=(10, 12)) 338 | 339 | plt.subplot(3, 1, 1) 340 | plt.plot(tau, p22) 341 | plt.xlabel('T (years)') 342 | plt.ylabel('P(t,T)') 343 | plt.title('CIR results for LIBOR & swap rates on ' + dataDate) 344 | 345 | plt.subplot(3, 1, 2) 346 | plt.plot(12 * LIBOR[:, 0], LIBOR[:, whichOne], '.-') 347 | plt.plot(12 * LIBOR[:, 0], L22, 'o') 348 | plt.xlabel('maturity (months)') 349 | plt.ylabel('LIBOR rates') 350 | 351 | plt.subplot(3, 1, 3) 352 | plt.plot(SWAP[:, 0], SWAP[:, whichOne], '.-') 353 | plt.plot(SWAP[:, 0], S22, 'o') 354 | plt.xlabel('swap term (years)') 355 | plt.ylabel('swap rates') 356 | 357 | plt.show() 358 | 359 | # cir comparison 360 | plt.figure() 361 | plt.plot(tau, p21) 362 | plt.plot(tau, p22) 363 | plt.xlabel('T (years)') 364 | plt.ylabel('P(t,T)') 365 | plt.legend(['Dec 14, 2017', 'Oct 11, 2018']) 366 | plt.title('CIR results') 367 | plt.show() 368 | -------------------------------------------------------------------------------- /PricingFIP/Vaeick_CIR/VASEICK_first_date.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/harshhacks/quantparadise/a8039e7344b6c50f4c4382e5efa89220c368002c/PricingFIP/Vaeick_CIR/VASEICK_first_date.png -------------------------------------------------------------------------------- /PricingFIP/Vaeick_CIR/VASEICK_results_comparison.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/harshhacks/quantparadise/a8039e7344b6c50f4c4382e5efa89220c368002c/PricingFIP/Vaeick_CIR/VASEICK_results_comparison.png -------------------------------------------------------------------------------- /PricingFIP/Vaeick_CIR/VASEICK_second_date.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/harshhacks/quantparadise/a8039e7344b6c50f4c4382e5efa89220c368002c/PricingFIP/Vaeick_CIR/VASEICK_second_date.png -------------------------------------------------------------------------------- /PricingFIP/Vaeick_CIR/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/harshhacks/quantparadise/a8039e7344b6c50f4c4382e5efa89220c368002c/PricingFIP/Vaeick_CIR/__init__.py -------------------------------------------------------------------------------- /PricingFIP/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/harshhacks/quantparadise/a8039e7344b6c50f4c4382e5efa89220c368002c/PricingFIP/__init__.py -------------------------------------------------------------------------------- /PricingFIP/my_tests/tests/test_auth.py: -------------------------------------------------------------------------------- 1 | from os.path import dirname as dir # NOQA 2 | from sys import path # NOQA 3 | from sys import path # NOQA 4 | import os # NOQA 5 | import sys # NOQA 6 | path.append(dir(path[0])[0:dir(path[0]).rfind('\\')] + r'\Vaeick_CIR') 7 | path.append( 8 | '/home/travis/build/harshhacks/quantparadise/PricingFIP/' + 'Vaeick_CIR') # NOQA 9 | from Mod6 import * # NOQA 10 | 11 | 12 | def test_first(): 13 | 14 | assert zero_coupon(1, 2, 3, 4, 5, model="abcd") == -1 15 | 16 | 17 | def test_second(): 18 | 19 | assert swapRates([1], 2, 3) == -1 20 | 21 | 22 | def test_third(): 23 | 24 | assert liborRates([1], 2, 3) == -1 25 | 26 | 27 | def test_fourth(): 28 | 29 | assert objFunc1([1, 2, 3, -8], 5, 6, 2, model="abcd") == -2 30 | 31 | 32 | def test_fifth(): 33 | 34 | assert objFunc1([-1, 2, 3, 4], 2, 3, 4, model="ac") == -1 35 | 36 | 37 | def test_sixth(): 38 | 39 | assert zero_coupon(7, 2, 3, 4, 5, model="zyz") == -1 40 | 41 | 42 | def test_seven(): 43 | 44 | assert swapRates([3], 2, 3) == -1 45 | 46 | 47 | def test_eight(): 48 | 49 | assert liborRates([4], 2, 3) == -1 50 | 51 | 52 | def test_ninth(): 53 | 54 | assert objFunc1([1, 2, 3, -6], 5, 6, 2, model="abcd") == -2 55 | 56 | 57 | def test_tenth(): 58 | 59 | assert objFunc1([-2, 2, 3, 4], 2, 3, 4, model="ac") == -1 60 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Quant Paradise 2 | ![GitHub issues](https://img.shields.io/github/issues/harshhacks/COMS4995?logo=Github) 3 | ![GitHub](https://img.shields.io/github/license/harshhacks/COMS4995?style=flat-square) 4 | ![GitHub last commit](https://img.shields.io/github/last-commit/harshhacks/COMS4995) 5 | [![Build Status](https://travis-ci.org/harshhacks/quantparadise.svg?branch=master)](https://travis-ci.org/harshhacks/quantparadise) 6 | [![codecov](https://codecov.io/gh/harshhacks/quantparadise/branch/master/graph/badge.svg?token=M5JB8AX31Z)](https://codecov.io/gh/harshhacks/quantparadise) 7 | 8 | [![Documentation Status](https://readthedocs.org/projects/quantparadise/badge/?version=latest)](https://quantparadise.readthedocs.io/en/latest/?badge=latest) 9 | 10 | ## What is it? 11 | 12 | Open Source tool to calibrate spot rates and swap rates using the Vasicek and CIR models. 13 | Link to the Repo is [here](https://github.com/harshhacks/quantparadise "Interest Rates") 14 | Looking to create a utility/tool to assist Portfolio Managers in data aquisition and modeling. Currently plan to create a data acquisition tool to obtain data from popular platforms(preferably Yahoo Finance), and use the CIR and Vasicek models for modeling interest rates and zero-coupon bond prices over different time horizons and calibrate them. Will also provide graphing modules using pre-existing open source tools to analyze the models and generate mock portfolios and calculate and plot the relevant metrics. 15 | 16 | ## Examples/Demonstration: 17 | 18 | The below images show a few images screenshot from our Jupyter file which demonstrate how to use the library. First, we need to initialize the values of the LIBOR rates and Swap rates for any two dates. In the future, these can be read using a CSV file, but for now, we initialize them as numpy arrays below. Each array is comprised of lists. 19 | 20 | For LIBOR rates, the first value of each list represents the time period. For instance, 1/12 would represent the 1 month rate, 12/12 would represent the 1 year rate and so on. 21 | The second value represents the value of that interest rate on the first date, and the third value represents the value of the interest rate for the second date. 22 | 23 | For SWAP rates, the first value represents the duration of the swap rate. The other two values are used in the same way as the LIBOR rates. 24 | 25 | 26 | ![alt text](https://github.com/harshhacks/quantparadise/blob/master/1.PNG?raw=true) 27 | 28 | The image below shows interpolation of rates between the two dates. For this example, we calibrate on half-day periods but these can be adjusted according to need and precision. 29 | 30 | ![alt text](https://github.com/harshhacks/quantparadise/blob/master/2.PNG?raw=true) 31 | 32 | Below we show examples of the graphs obtained for the Vasicek and CIR calibrations for the two dates we picked: 33 | ![alt text](https://github.com/harshhacks/quantparadise/blob/master/VASEICK_first_date.png?raw=true) 34 | ![alt text](https://github.com/harshhacks/quantparadise/blob/master/CIR_first_date.png?raw=true) 35 | 36 | Finally, we show a graph showing the price of a zero coupon bond using the above calibration. 37 | ![alt text](https://github.com/harshhacks/quantparadise/blob/master/CIR_results_comparison.png?raw=true) 38 | 39 | 40 | -------------------------------------------------------------------------------- /README.md~: -------------------------------------------------------------------------------- 1 | # QUANT PARADISE 2 | ![GitHub](https://img.shields.io/github/license/Naman-Goyal/COMS4995?style=flat-square) 3 | 4 | Link to the repository:[Here](https://github.com/Naman-Goyal/Quant-paradise) 5 | Looking to create a utility/tool to assist Portfolio Managers in data aquisition and modeling. Currently plan to create a data acquisition tool to obtain data from popular platforms(preferably Yahoo Finance), and use the CIR and Vasicek models for modeling interest rates and zero-coupon bond prices over different time horizons and calibrate them. Will also provide graphing modules using pre-existing open source tools to analyze the models and generate mock portfolios and calculate and plot relevant metrics. 6 | -------------------------------------------------------------------------------- /VASEICK_first_date.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/harshhacks/quantparadise/a8039e7344b6c50f4c4382e5efa89220c368002c/VASEICK_first_date.png -------------------------------------------------------------------------------- /Vaeick_CIR.rst: -------------------------------------------------------------------------------- 1 | Vaeick\_CIR package 2 | =================== 3 | 4 | Submodules 5 | ---------- 6 | 7 | Vaeick\_CIR.ALL5\_TEST module 8 | ----------------------------- 9 | 10 | .. automodule:: Vaeick_CIR.ALL5_TEST 11 | :members: 12 | :undoc-members: 13 | :show-inheritance: 14 | 15 | Vaeick\_CIR.Mod6 module 16 | ----------------------- 17 | 18 | .. automodule:: Vaeick_CIR.Mod6 19 | :members: 20 | :undoc-members: 21 | :show-inheritance: 22 | 23 | Vaeick\_CIR.Module6and7 module 24 | ------------------------------ 25 | 26 | .. automodule:: Vaeick_CIR.Module6and7 27 | :members: 28 | :undoc-members: 29 | :show-inheritance: 30 | 31 | Module contents 32 | --------------- 33 | 34 | .. automodule:: Vaeick_CIR 35 | :members: 36 | :undoc-members: 37 | :show-inheritance: 38 | -------------------------------------------------------------------------------- /coverage.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | C:\Users\asus\quantparadise 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 | 28 | 29 | 30 | 31 | 32 | 33 | 34 | 35 | 36 | 37 | 38 | 39 | 40 | 41 | 42 | 43 | 44 | 45 | 46 | 47 | 48 | 49 | 50 | 51 | 52 | 53 | 54 | 55 | 56 | 57 | 58 | 59 | 60 | 61 | 62 | 63 | 64 | 65 | 66 | 67 | 68 | 69 | 70 | 71 | 72 | 73 | 74 | 75 | 76 | 77 | 78 | 79 | 80 | 81 | 82 | 83 | 84 | 85 | 86 | 87 | 88 | 89 | 90 | 91 | 92 | 93 | 94 | 95 | 96 | 97 | 98 | 99 | 100 | 101 | 102 | 103 | 104 | 105 | 106 | 107 | 108 | 109 | 110 | 111 | 112 | 113 | 114 | 115 | 116 | 117 | 118 | 119 | 120 | 121 | 122 | 123 | 124 | 125 | 126 | 127 | 128 | 129 | 130 | 131 | 132 | 133 | 134 | 135 | 136 | 137 | 138 | 139 | 140 | 141 | 142 | 143 | 144 | 145 | 146 | 147 | 148 | 149 | 150 | 151 | 152 | 153 | 154 | 155 | 156 | 157 | 158 | 159 | 160 | 161 | 162 | 163 | 164 | 165 | 166 | 167 | 168 | 169 | 170 | 171 | 172 | 173 | 174 | 175 | 176 | 177 | 178 | 179 | 180 | 181 | 182 | 183 | 184 | 185 | 186 | 187 | 188 | 189 | 190 | 191 | 192 | 193 | 194 | 195 | 196 | 197 | 198 | 199 | 200 | 201 | 202 | 203 | 204 | 205 | 206 | 207 | 208 | 209 | 210 | 211 | 212 | 213 | 214 | 215 | 216 | 217 | 218 | 219 | 220 | 221 | 222 | 223 | 224 | 225 | 226 | 227 | 228 | 229 | 230 | 231 | 232 | 233 | 234 | 235 | 236 | 237 | 238 | 239 | -------------------------------------------------------------------------------- /docs/Makefile: -------------------------------------------------------------------------------- 1 | # Minimal makefile for Sphinx documentation 2 | # 3 | 4 | # You can set these variables from the command line, and also 5 | # from the environment for the first two. 6 | SPHINXOPTS ?= 7 | SPHINXBUILD ?= sphinx-build 8 | SOURCEDIR = . 9 | BUILDDIR = _build 10 | 11 | # Put it first so that "make" without argument is like "make help". 12 | help: 13 | @$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O) 14 | 15 | .PHONY: help Makefile 16 | 17 | # Catch-all target: route all unknown targets to Sphinx using the new 18 | # "make mode" option. $(O) is meant as a shortcut for $(SPHINXOPTS). 19 | %: Makefile 20 | @$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O) 21 | -------------------------------------------------------------------------------- /docs/PricingFIP.Vaeick_CIR.rst: -------------------------------------------------------------------------------- 1 | PricingFIP.Vaeick\_CIR package 2 | ============================== 3 | 4 | Submodules 5 | ---------- 6 | 7 | PricingFIP.Vaeick\_CIR.Mod6 module 8 | ---------------------------------- 9 | 10 | .. automodule:: PricingFIP.Vaeick_CIR.Mod6 11 | :members: 12 | :undoc-members: 13 | :show-inheritance: 14 | 15 | 16 | Module contents 17 | --------------- 18 | 19 | .. automodule:: PricingFIP.Vaeick_CIR 20 | :members: 21 | :undoc-members: 22 | :show-inheritance: 23 | -------------------------------------------------------------------------------- /docs/PricingFIP.rst: -------------------------------------------------------------------------------- 1 | PricingFIP package 2 | ================== 3 | 4 | Subpackages 5 | ----------- 6 | 7 | .. toctree:: 8 | :maxdepth: 4 9 | 10 | PricingFIP.Vaeick_CIR 11 | 12 | Module contents 13 | --------------- 14 | 15 | .. automodule:: PricingFIP 16 | :members: 17 | :undoc-members: 18 | :show-inheritance: 19 | -------------------------------------------------------------------------------- /docs/_build/doctrees/environment.pickle: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/harshhacks/quantparadise/a8039e7344b6c50f4c4382e5efa89220c368002c/docs/_build/doctrees/environment.pickle -------------------------------------------------------------------------------- /docs/_build/doctrees/index.doctree: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/harshhacks/quantparadise/a8039e7344b6c50f4c4382e5efa89220c368002c/docs/_build/doctrees/index.doctree -------------------------------------------------------------------------------- /docs/_build/html/.buildinfo: -------------------------------------------------------------------------------- 1 | # Sphinx build info version 1 2 | # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done. 3 | config: 00b35fe9c4dbd642a28cf7b7af0df629 4 | tags: 645f666f9bcd5a90fca523b33c5a78b7 5 | -------------------------------------------------------------------------------- /docs/_build/html/_sources/index.rst.txt: -------------------------------------------------------------------------------- 1 | .. quantparadise documentation master file, created by 2 | sphinx-quickstart on Sat Nov 21 18:32:23 2020. 3 | You can adapt this file completely to your liking, but it should at least 4 | contain the root `toctree` directive. 5 | 6 | Welcome to quantparadise's documentation! 7 | ========================================= 8 | 9 | .. toctree:: 10 | :maxdepth: 2 11 | :caption: Contents: 12 | 13 | modules 14 | 15 | Indices and tables 16 | ================== 17 | 18 | * :ref:`genindex` 19 | * :ref:`modindex` 20 | * :ref:`search` 21 | -------------------------------------------------------------------------------- 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2007-2020 by the Sphinx team, see AUTHORS. 8 | * :license: BSD, see LICENSE for details. 9 | * 10 | */ 11 | 12 | /** 13 | * select a different prefix for underscore 14 | */ 15 | $u = _.noConflict(); 16 | 17 | /** 18 | * make the code below compatible with browsers without 19 | * an installed firebug like debugger 20 | if (!window.console || !console.firebug) { 21 | var names = ["log", "debug", "info", "warn", "error", "assert", "dir", 22 | "dirxml", "group", "groupEnd", "time", "timeEnd", "count", "trace", 23 | "profile", "profileEnd"]; 24 | window.console = {}; 25 | for (var i = 0; i < names.length; ++i) 26 | window.console[names[i]] = function() {}; 27 | } 28 | */ 29 | 30 | /** 31 | * small helper function to urldecode strings 32 | */ 33 | jQuery.urldecode = function(x) { 34 | return decodeURIComponent(x).replace(/\+/g, ' '); 35 | }; 36 | 37 | /** 38 | * small helper function to urlencode strings 39 | */ 40 | jQuery.urlencode = encodeURIComponent; 41 | 42 | /** 43 | * This function returns the parsed url parameters of the 44 | * current request. Multiple values per key are supported, 45 | * it will always return arrays of strings for the value parts. 46 | */ 47 | jQuery.getQueryParameters = function(s) { 48 | if (typeof s === 'undefined') 49 | s = document.location.search; 50 | var parts = s.substr(s.indexOf('?') + 1).split('&'); 51 | var result = {}; 52 | for (var i = 0; i < parts.length; i++) { 53 | var tmp = parts[i].split('=', 2); 54 | var key = jQuery.urldecode(tmp[0]); 55 | var value = jQuery.urldecode(tmp[1]); 56 | if (key in result) 57 | result[key].push(value); 58 | else 59 | result[key] = [value]; 60 | } 61 | return result; 62 | }; 63 | 64 | /** 65 | * highlight a given string on a jquery object by wrapping it in 66 | * span elements with the given class name. 67 | */ 68 | jQuery.fn.highlightText = function(text, className) { 69 | function highlight(node, addItems) { 70 | if (node.nodeType === 3) { 71 | var val = node.nodeValue; 72 | var pos = val.toLowerCase().indexOf(text); 73 | if (pos >= 0 && 74 | !jQuery(node.parentNode).hasClass(className) && 75 | !jQuery(node.parentNode).hasClass("nohighlight")) { 76 | var span; 77 | var isInSVG = jQuery(node).closest("body, svg, foreignObject").is("svg"); 78 | if (isInSVG) { 79 | span = document.createElementNS("http://www.w3.org/2000/svg", "tspan"); 80 | } else { 81 | span = document.createElement("span"); 82 | span.className = className; 83 | } 84 | span.appendChild(document.createTextNode(val.substr(pos, text.length))); 85 | node.parentNode.insertBefore(span, node.parentNode.insertBefore( 86 | document.createTextNode(val.substr(pos + text.length)), 87 | node.nextSibling)); 88 | node.nodeValue = val.substr(0, pos); 89 | if (isInSVG) { 90 | var rect = document.createElementNS("http://www.w3.org/2000/svg", "rect"); 91 | var bbox = node.parentElement.getBBox(); 92 | rect.x.baseVal.value = bbox.x; 93 | rect.y.baseVal.value = bbox.y; 94 | rect.width.baseVal.value = bbox.width; 95 | rect.height.baseVal.value = bbox.height; 96 | rect.setAttribute('class', className); 97 | addItems.push({ 98 | "parent": node.parentNode, 99 | "target": rect}); 100 | } 101 | } 102 | } 103 | else if (!jQuery(node).is("button, select, textarea")) { 104 | jQuery.each(node.childNodes, function() { 105 | highlight(this, addItems); 106 | }); 107 | } 108 | } 109 | var addItems = []; 110 | var result = this.each(function() { 111 | highlight(this, addItems); 112 | }); 113 | for (var i = 0; i < addItems.length; ++i) { 114 | jQuery(addItems[i].parent).before(addItems[i].target); 115 | } 116 | return result; 117 | }; 118 | 119 | /* 120 | * backward compatibility for jQuery.browser 121 | * This will be supported until firefox bug is fixed. 122 | */ 123 | if (!jQuery.browser) { 124 | jQuery.uaMatch = function(ua) { 125 | ua = ua.toLowerCase(); 126 | 127 | var match = /(chrome)[ \/]([\w.]+)/.exec(ua) || 128 | /(webkit)[ \/]([\w.]+)/.exec(ua) || 129 | /(opera)(?:.*version|)[ \/]([\w.]+)/.exec(ua) || 130 | /(msie) ([\w.]+)/.exec(ua) || 131 | ua.indexOf("compatible") < 0 && /(mozilla)(?:.*? rv:([\w.]+)|)/.exec(ua) || 132 | []; 133 | 134 | return { 135 | browser: match[ 1 ] || "", 136 | version: match[ 2 ] || "0" 137 | }; 138 | }; 139 | jQuery.browser = {}; 140 | jQuery.browser[jQuery.uaMatch(navigator.userAgent).browser] = true; 141 | } 142 | 143 | /** 144 | * Small JavaScript module for the documentation. 145 | */ 146 | var Documentation = { 147 | 148 | init : function() { 149 | this.fixFirefoxAnchorBug(); 150 | this.highlightSearchWords(); 151 | this.initIndexTable(); 152 | if (DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) { 153 | this.initOnKeyListeners(); 154 | } 155 | }, 156 | 157 | /** 158 | * i18n support 159 | */ 160 | TRANSLATIONS : {}, 161 | PLURAL_EXPR : function(n) { return n === 1 ? 0 : 1; }, 162 | LOCALE : 'unknown', 163 | 164 | // gettext and ngettext don't access this so that the functions 165 | // can safely bound to a different name (_ = Documentation.gettext) 166 | gettext : function(string) { 167 | var translated = Documentation.TRANSLATIONS[string]; 168 | if (typeof translated === 'undefined') 169 | return string; 170 | return (typeof translated === 'string') ? translated : translated[0]; 171 | }, 172 | 173 | ngettext : function(singular, plural, n) { 174 | var translated = Documentation.TRANSLATIONS[singular]; 175 | if (typeof translated === 'undefined') 176 | return (n == 1) ? singular : plural; 177 | return translated[Documentation.PLURALEXPR(n)]; 178 | }, 179 | 180 | addTranslations : function(catalog) { 181 | for (var key in catalog.messages) 182 | this.TRANSLATIONS[key] = catalog.messages[key]; 183 | this.PLURAL_EXPR = new Function('n', 'return +(' + catalog.plural_expr + ')'); 184 | this.LOCALE = catalog.locale; 185 | }, 186 | 187 | /** 188 | * add context elements like header anchor links 189 | */ 190 | addContextElements : function() { 191 | $('div[id] > :header:first').each(function() { 192 | $('\u00B6'). 193 | attr('href', '#' + this.id). 194 | attr('title', _('Permalink to this headline')). 195 | appendTo(this); 196 | }); 197 | $('dt[id]').each(function() { 198 | $('\u00B6'). 199 | attr('href', '#' + this.id). 200 | attr('title', _('Permalink to this definition')). 201 | appendTo(this); 202 | }); 203 | }, 204 | 205 | /** 206 | * workaround a firefox stupidity 207 | * see: https://bugzilla.mozilla.org/show_bug.cgi?id=645075 208 | */ 209 | fixFirefoxAnchorBug : function() { 210 | if (document.location.hash && $.browser.mozilla) 211 | window.setTimeout(function() { 212 | document.location.href += ''; 213 | }, 10); 214 | }, 215 | 216 | /** 217 | * highlight the search words provided in the url in the text 218 | */ 219 | highlightSearchWords : function() { 220 | var params = $.getQueryParameters(); 221 | var terms = (params.highlight) ? params.highlight[0].split(/\s+/) : []; 222 | if (terms.length) { 223 | var body = $('div.body'); 224 | if (!body.length) { 225 | body = $('body'); 226 | } 227 | window.setTimeout(function() { 228 | $.each(terms, function() { 229 | body.highlightText(this.toLowerCase(), 'highlighted'); 230 | }); 231 | }, 10); 232 | $('

' + _('Hide Search Matches') + '

') 234 | .appendTo($('#searchbox')); 235 | } 236 | }, 237 | 238 | /** 239 | * init the domain index toggle buttons 240 | */ 241 | initIndexTable : function() { 242 | var togglers = $('img.toggler').click(function() { 243 | var src = $(this).attr('src'); 244 | var idnum = $(this).attr('id').substr(7); 245 | $('tr.cg-' + idnum).toggle(); 246 | if (src.substr(-9) === 'minus.png') 247 | $(this).attr('src', src.substr(0, src.length-9) + 'plus.png'); 248 | else 249 | $(this).attr('src', src.substr(0, src.length-8) + 'minus.png'); 250 | }).css('display', ''); 251 | if (DOCUMENTATION_OPTIONS.COLLAPSE_INDEX) { 252 | togglers.click(); 253 | } 254 | }, 255 | 256 | /** 257 | * helper function to hide the search marks again 258 | */ 259 | hideSearchWords : function() { 260 | $('#searchbox .highlight-link').fadeOut(300); 261 | $('span.highlighted').removeClass('highlighted'); 262 | }, 263 | 264 | /** 265 | * make the url absolute 266 | */ 267 | makeURL : function(relativeURL) { 268 | return DOCUMENTATION_OPTIONS.URL_ROOT + '/' + relativeURL; 269 | }, 270 | 271 | /** 272 | * get the current relative url 273 | */ 274 | getCurrentURL : function() { 275 | var path = document.location.pathname; 276 | var parts = path.split(/\//); 277 | $.each(DOCUMENTATION_OPTIONS.URL_ROOT.split(/\//), function() { 278 | if (this === '..') 279 | parts.pop(); 280 | }); 281 | var url = parts.join('/'); 282 | return path.substring(url.lastIndexOf('/') + 1, path.length - 1); 283 | }, 284 | 285 | initOnKeyListeners: function() { 286 | $(document).keydown(function(event) { 287 | var activeElementType = document.activeElement.tagName; 288 | // don't navigate when in search box or textarea 289 | if (activeElementType !== 'TEXTAREA' && activeElementType !== 'INPUT' && activeElementType !== 'SELECT' 290 | && !event.altKey && !event.ctrlKey && !event.metaKey && !event.shiftKey) { 291 | switch (event.keyCode) { 292 | case 37: // left 293 | var prevHref = $('link[rel="prev"]').prop('href'); 294 | if 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// [C]VC[V] is m=1 63 | var mgr1 = "^(" + C + ")?" + V + C + V + C; // [C]VCVC... is m>1 64 | var s_v = "^(" + C + ")?" + v; // vowel in stem 65 | 66 | this.stemWord = function (w) { 67 | var stem; 68 | var suffix; 69 | var firstch; 70 | var origword = w; 71 | 72 | if (w.length < 3) 73 | return w; 74 | 75 | var re; 76 | var re2; 77 | var re3; 78 | var re4; 79 | 80 | firstch = w.substr(0,1); 81 | if (firstch == "y") 82 | w = firstch.toUpperCase() + w.substr(1); 83 | 84 | // Step 1a 85 | re = /^(.+?)(ss|i)es$/; 86 | re2 = /^(.+?)([^s])s$/; 87 | 88 | if (re.test(w)) 89 | w = w.replace(re,"$1$2"); 90 | else if (re2.test(w)) 91 | w = w.replace(re2,"$1$2"); 92 | 93 | // Step 1b 94 | re = /^(.+?)eed$/; 95 | re2 = /^(.+?)(ed|ing)$/; 96 | if (re.test(w)) { 97 | var fp = re.exec(w); 98 | re = new RegExp(mgr0); 99 | if (re.test(fp[1])) { 100 | re = /.$/; 101 | w = w.replace(re,""); 102 | } 103 | } 104 | else if (re2.test(w)) { 105 | var fp = re2.exec(w); 106 | stem = fp[1]; 107 | re2 = new RegExp(s_v); 108 | if (re2.test(stem)) { 109 | w = stem; 110 | re2 = /(at|bl|iz)$/; 111 | re3 = new RegExp("([^aeiouylsz])\\1$"); 112 | re4 = new RegExp("^" + C + v + "[^aeiouwxy]$"); 113 | if (re2.test(w)) 114 | w = w + "e"; 115 | else if (re3.test(w)) { 116 | re = /.$/; 117 | w = w.replace(re,""); 118 | } 119 | else if (re4.test(w)) 120 | w = w + "e"; 121 | } 122 | } 123 | 124 | // Step 1c 125 | re = /^(.+?)y$/; 126 | if (re.test(w)) { 127 | var fp = re.exec(w); 128 | stem = fp[1]; 129 | re = new RegExp(s_v); 130 | if (re.test(stem)) 131 | w = stem + "i"; 132 | } 133 | 134 | // Step 2 135 | re = /^(.+?)(ational|tional|enci|anci|izer|bli|alli|entli|eli|ousli|ization|ation|ator|alism|iveness|fulness|ousness|aliti|iviti|biliti|logi)$/; 136 | if (re.test(w)) { 137 | var fp = re.exec(w); 138 | stem = fp[1]; 139 | suffix = fp[2]; 140 | re = new RegExp(mgr0); 141 | if (re.test(stem)) 142 | w = stem + step2list[suffix]; 143 | } 144 | 145 | // Step 3 146 | re = /^(.+?)(icate|ative|alize|iciti|ical|ful|ness)$/; 147 | if (re.test(w)) { 148 | var fp = re.exec(w); 149 | stem = fp[1]; 150 | suffix = fp[2]; 151 | re = new RegExp(mgr0); 152 | if (re.test(stem)) 153 | w = stem + step3list[suffix]; 154 | } 155 | 156 | // Step 4 157 | re = /^(.+?)(al|ance|ence|er|ic|able|ible|ant|ement|ment|ent|ou|ism|ate|iti|ous|ive|ize)$/; 158 | re2 = /^(.+?)(s|t)(ion)$/; 159 | if (re.test(w)) { 160 | var fp = re.exec(w); 161 | stem = fp[1]; 162 | re = new RegExp(mgr1); 163 | if (re.test(stem)) 164 | w = stem; 165 | } 166 | else if (re2.test(w)) { 167 | var fp = re2.exec(w); 168 | stem = fp[1] + fp[2]; 169 | re2 = new RegExp(mgr1); 170 | if (re2.test(stem)) 171 | w = stem; 172 | } 173 | 174 | // Step 5 175 | re = /^(.+?)e$/; 176 | if (re.test(w)) { 177 | var fp = re.exec(w); 178 | stem = fp[1]; 179 | re = new RegExp(mgr1); 180 | re2 = new RegExp(meq1); 181 | re3 = new RegExp("^" + C + v + "[^aeiouwxy]$"); 182 | if (re.test(stem) || (re2.test(stem) && !(re3.test(stem)))) 183 | w = stem; 184 | } 185 | re = /ll$/; 186 | re2 = new RegExp(mgr1); 187 | if (re.test(w) && re2.test(w)) { 188 | re = /.$/; 189 | w = w.replace(re,""); 190 | } 191 | 192 | // and turn initial Y back to y 193 | if (firstch == "y") 194 | w = firstch.toLowerCase() + w.substr(1); 195 | return w; 196 | } 197 | } 198 | 199 | 200 | 201 | 202 | 203 | var splitChars = (function() { 204 | var result = {}; 205 | var singles = [96, 180, 187, 191, 215, 247, 749, 885, 903, 907, 909, 930, 1014, 1648, 206 | 1748, 1809, 2416, 2473, 2481, 2526, 2601, 2609, 2612, 2615, 2653, 2702, 207 | 2706, 2729, 2737, 2740, 2857, 2865, 2868, 2910, 2928, 2948, 2961, 2971, 208 | 2973, 3085, 3089, 3113, 3124, 3213, 3217, 3241, 3252, 3295, 3341, 3345, 209 | 3369, 3506, 3516, 3633, 3715, 3721, 3736, 3744, 3748, 3750, 3756, 3761, 210 | 3781, 3912, 4239, 4347, 4681, 4695, 4697, 4745, 4785, 4799, 4801, 4823, 211 | 4881, 5760, 5901, 5997, 6313, 7405, 8024, 8026, 8028, 8030, 8117, 8125, 212 | 8133, 8181, 8468, 8485, 8487, 8489, 8494, 8527, 11311, 11359, 11687, 11695, 213 | 11703, 11711, 11719, 11727, 11735, 12448, 12539, 43010, 43014, 43019, 43587, 214 | 43696, 43713, 64286, 64297, 64311, 64317, 64319, 64322, 64325, 65141]; 215 | var i, j, start, end; 216 | for (i = 0; i < singles.length; i++) { 217 | result[singles[i]] = true; 218 | } 219 | var ranges = [[0, 47], [58, 64], [91, 94], [123, 169], [171, 177], [182, 184], [706, 709], 220 | [722, 735], [741, 747], [751, 879], [888, 889], [894, 901], [1154, 1161], 221 | [1318, 1328], [1367, 1368], [1370, 1376], [1416, 1487], [1515, 1519], [1523, 1568], 222 | [1611, 1631], [1642, 1645], [1750, 1764], [1767, 1773], [1789, 1790], [1792, 1807], 223 | [1840, 1868], [1958, 1968], [1970, 1983], [2027, 2035], [2038, 2041], [2043, 2047], 224 | [2070, 2073], [2075, 2083], [2085, 2087], [2089, 2307], [2362, 2364], [2366, 2383], 225 | [2385, 2391], [2402, 2405], [2419, 2424], [2432, 2436], [2445, 2446], [2449, 2450], 226 | [2483, 2485], [2490, 2492], [2494, 2509], [2511, 2523], [2530, 2533], [2546, 2547], 227 | [2554, 2564], [2571, 2574], [2577, 2578], [2618, 2648], [2655, 2661], [2672, 2673], 228 | [2677, 2692], [2746, 2748], [2750, 2767], [2769, 2783], [2786, 2789], [2800, 2820], 229 | [2829, 2830], [2833, 2834], [2874, 2876], [2878, 2907], [2914, 2917], [2930, 2946], 230 | [2955, 2957], [2966, 2968], [2976, 2978], [2981, 2983], [2987, 2989], [3002, 3023], 231 | [3025, 3045], [3059, 3076], [3130, 3132], [3134, 3159], [3162, 3167], [3170, 3173], 232 | [3184, 3191], [3199, 3204], [3258, 3260], [3262, 3293], [3298, 3301], [3312, 3332], 233 | [3386, 3388], [3390, 3423], [3426, 3429], [3446, 3449], [3456, 3460], [3479, 3481], 234 | [3518, 3519], [3527, 3584], [3636, 3647], [3655, 3663], [3674, 3712], [3717, 3718], 235 | [3723, 3724], [3726, 3731], [3752, 3753], [3764, 3772], [3774, 3775], [3783, 3791], 236 | [3802, 3803], [3806, 3839], [3841, 3871], [3892, 3903], [3949, 3975], [3980, 4095], 237 | [4139, 4158], [4170, 4175], [4182, 4185], [4190, 4192], [4194, 4196], [4199, 4205], 238 | [4209, 4212], [4226, 4237], [4250, 4255], [4294, 4303], [4349, 4351], [4686, 4687], 239 | [4702, 4703], [4750, 4751], [4790, 4791], [4806, 4807], [4886, 4887], [4955, 4968], 240 | [4989, 4991], [5008, 5023], [5109, 5120], [5741, 5742], [5787, 5791], [5867, 5869], 241 | [5873, 5887], [5906, 5919], [5938, 5951], [5970, 5983], [6001, 6015], [6068, 6102], 242 | [6104, 6107], [6109, 6111], [6122, 6127], [6138, 6159], [6170, 6175], [6264, 6271], 243 | [6315, 6319], [6390, 6399], [6429, 6469], [6510, 6511], [6517, 6527], [6572, 6592], 244 | [6600, 6607], [6619, 6655], [6679, 6687], [6741, 6783], [6794, 6799], [6810, 6822], 245 | [6824, 6916], [6964, 6980], [6988, 6991], [7002, 7042], [7073, 7085], [7098, 7167], 246 | [7204, 7231], [7242, 7244], [7294, 7400], [7410, 7423], [7616, 7679], [7958, 7959], 247 | [7966, 7967], [8006, 8007], [8014, 8015], [8062, 8063], [8127, 8129], [8141, 8143], 248 | [8148, 8149], [8156, 8159], [8173, 8177], [8189, 8303], [8306, 8307], [8314, 8318], 249 | [8330, 8335], [8341, 8449], [8451, 8454], [8456, 8457], [8470, 8472], [8478, 8483], 250 | [8506, 8507], [8512, 8516], [8522, 8525], [8586, 9311], [9372, 9449], [9472, 10101], 251 | [10132, 11263], [11493, 11498], [11503, 11516], [11518, 11519], [11558, 11567], 252 | [11622, 11630], [11632, 11647], [11671, 11679], [11743, 11822], [11824, 12292], 253 | [12296, 12320], [12330, 12336], [12342, 12343], [12349, 12352], [12439, 12444], 254 | [12544, 12548], [12590, 12592], [12687, 12689], [12694, 12703], [12728, 12783], 255 | [12800, 12831], [12842, 12880], [12896, 12927], [12938, 12976], [12992, 13311], 256 | [19894, 19967], [40908, 40959], [42125, 42191], [42238, 42239], [42509, 42511], 257 | [42540, 42559], [42592, 42593], [42607, 42622], [42648, 42655], [42736, 42774], 258 | [42784, 42785], [42889, 42890], [42893, 43002], [43043, 43055], [43062, 43071], 259 | [43124, 43137], [43188, 43215], [43226, 43249], [43256, 43258], [43260, 43263], 260 | [43302, 43311], [43335, 43359], [43389, 43395], [43443, 43470], [43482, 43519], 261 | [43561, 43583], [43596, 43599], [43610, 43615], [43639, 43641], [43643, 43647], 262 | [43698, 43700], [43703, 43704], [43710, 43711], [43715, 43738], [43742, 43967], 263 | [44003, 44015], [44026, 44031], [55204, 55215], [55239, 55242], [55292, 55295], 264 | [57344, 63743], [64046, 64047], [64110, 64111], [64218, 64255], [64263, 64274], 265 | [64280, 64284], [64434, 64466], [64830, 64847], [64912, 64913], [64968, 65007], 266 | [65020, 65135], [65277, 65295], [65306, 65312], [65339, 65344], [65371, 65381], 267 | [65471, 65473], [65480, 65481], [65488, 65489], [65496, 65497]]; 268 | for (i = 0; i < ranges.length; i++) { 269 | start = ranges[i][0]; 270 | end = ranges[i][1]; 271 | for (j = start; j <= end; j++) { 272 | result[j] = true; 273 | } 274 | } 275 | return result; 276 | })(); 277 | 278 | function splitQuery(query) { 279 | var result = []; 280 | var start = -1; 281 | for (var i = 0; i < query.length; i++) { 282 | if (splitChars[query.charCodeAt(i)]) { 283 | if (start !== -1) { 284 | result.push(query.slice(start, i)); 285 | start = -1; 286 | } 287 | } else if (start === -1) { 288 | start = i; 289 | } 290 | } 291 | if (start !== -1) { 292 | result.push(query.slice(start)); 293 | } 294 | return result; 295 | } 296 | 297 | 298 | -------------------------------------------------------------------------------- /docs/_build/html/_static/minus.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/harshhacks/quantparadise/a8039e7344b6c50f4c4382e5efa89220c368002c/docs/_build/html/_static/minus.png -------------------------------------------------------------------------------- /docs/_build/html/_static/plus.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/harshhacks/quantparadise/a8039e7344b6c50f4c4382e5efa89220c368002c/docs/_build/html/_static/plus.png -------------------------------------------------------------------------------- /docs/_build/html/_static/pygments.css: -------------------------------------------------------------------------------- 1 | .highlight .hll { background-color: #ffffcc } 2 | .highlight { background: #f8f8f8; } 3 | .highlight .c { color: #408080; font-style: italic } /* Comment */ 4 | .highlight .err { border: 1px solid #FF0000 } /* Error */ 5 | .highlight .k { color: #008000; font-weight: bold } /* Keyword */ 6 | .highlight .o { color: #666666 } /* Operator */ 7 | .highlight .ch { color: #408080; font-style: italic } /* Comment.Hashbang */ 8 | .highlight .cm { color: #408080; font-style: italic } /* Comment.Multiline */ 9 | .highlight .cp { color: #BC7A00 } /* Comment.Preproc */ 10 | .highlight .cpf { color: #408080; font-style: italic } /* Comment.PreprocFile */ 11 | .highlight .c1 { color: #408080; font-style: italic } /* Comment.Single */ 12 | .highlight .cs { color: #408080; font-style: italic } /* Comment.Special */ 13 | .highlight .gd { color: #A00000 } /* Generic.Deleted */ 14 | .highlight .ge { font-style: italic } /* Generic.Emph */ 15 | .highlight .gr { color: #FF0000 } /* Generic.Error */ 16 | .highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */ 17 | .highlight .gi { color: #00A000 } /* Generic.Inserted */ 18 | .highlight .go { color: #888888 } /* Generic.Output */ 19 | .highlight .gp { color: #000080; 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23 | }, 24 | */ 25 | 26 | // query matches the full name of an object 27 | objNameMatch: 11, 28 | // or matches in the last dotted part of the object name 29 | objPartialMatch: 6, 30 | // Additive scores depending on the priority of the object 31 | objPrio: {0: 15, // used to be importantResults 32 | 1: 5, // used to be objectResults 33 | 2: -5}, // used to be unimportantResults 34 | // Used when the priority is not in the mapping. 35 | objPrioDefault: 0, 36 | 37 | // query found in title 38 | title: 15, 39 | partialTitle: 7, 40 | // query found in terms 41 | term: 5, 42 | partialTerm: 2 43 | }; 44 | } 45 | 46 | if (!splitQuery) { 47 | function splitQuery(query) { 48 | return query.split(/\s+/); 49 | } 50 | } 51 | 52 | /** 53 | * Search Module 54 | */ 55 | var Search = { 56 | 57 | _index : null, 58 | _queued_query : null, 59 | _pulse_status : -1, 60 | 61 | htmlToText : function(htmlString) { 62 | var htmlElement = document.createElement('span'); 63 | htmlElement.innerHTML = htmlString; 64 | $(htmlElement).find('.headerlink').remove(); 65 | docContent = $(htmlElement).find('[role=main]')[0]; 66 | if(docContent === undefined) { 67 | console.warn("Content block not found. Sphinx search tries to obtain it " + 68 | "via '[role=main]'. Could you check your theme or template."); 69 | return ""; 70 | } 71 | return docContent.textContent || docContent.innerText; 72 | }, 73 | 74 | init : function() { 75 | var params = $.getQueryParameters(); 76 | if (params.q) { 77 | var query = params.q[0]; 78 | $('input[name="q"]')[0].value = query; 79 | this.performSearch(query); 80 | } 81 | }, 82 | 83 | loadIndex : function(url) { 84 | $.ajax({type: "GET", url: url, data: null, 85 | dataType: "script", cache: true, 86 | complete: function(jqxhr, textstatus) { 87 | if (textstatus != "success") { 88 | document.getElementById("searchindexloader").src = url; 89 | } 90 | }}); 91 | }, 92 | 93 | setIndex : function(index) { 94 | var q; 95 | this._index = index; 96 | if ((q = this._queued_query) !== null) { 97 | this._queued_query = null; 98 | Search.query(q); 99 | } 100 | }, 101 | 102 | hasIndex : function() { 103 | return this._index !== null; 104 | }, 105 | 106 | deferQuery : function(query) { 107 | this._queued_query = query; 108 | }, 109 | 110 | stopPulse : function() { 111 | this._pulse_status = 0; 112 | }, 113 | 114 | startPulse : function() { 115 | if (this._pulse_status >= 0) 116 | return; 117 | function pulse() { 118 | var i; 119 | Search._pulse_status = (Search._pulse_status + 1) % 4; 120 | var dotString = ''; 121 | for (i = 0; i < Search._pulse_status; i++) 122 | dotString += '.'; 123 | Search.dots.text(dotString); 124 | if (Search._pulse_status > -1) 125 | window.setTimeout(pulse, 500); 126 | } 127 | pulse(); 128 | }, 129 | 130 | /** 131 | * perform a search for something (or wait until index is loaded) 132 | */ 133 | performSearch : function(query) { 134 | // create the required interface elements 135 | this.out = $('#search-results'); 136 | this.title = $('

' + _('Searching') + '

').appendTo(this.out); 137 | this.dots = $('').appendTo(this.title); 138 | this.status = $('

 

').appendTo(this.out); 139 | this.output = $('