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v0.4.1_testing_stable (#23)
* feature_1_2_3_4_5_6_7_8_testing (#11) * maintenance_12_testing (#13) Co-authored-by: Diptesh <bdiptesh@gmail.com> * feature_maintenance_9_10_16_18_19_20_testing (#21) * Adding code of conduct * Adding timeseries method to tree based models * Adding prophet module * Adding timeseries method to GLMnet * Adding GAM module Co-authored-by: Diptesh <bdiptesh@gmail.com> and Madhu <madhu.tangudu@gmail.com> * [Security]: Bump numpy from 1.18.1 to 1.21.0 (#22) Bumps [numpy](https://github.com/numpy/numpy) from 1.18.1 to 1.21.0. - [Release notes](https://github.com/numpy/numpy/releases) - [Changelog](https://github.com/numpy/numpy/blob/main/doc/HOWTO_RELEASE.rst.txt) - [Commits](numpy/numpy@v1.18.1...v1.21.0) --- updated-dependencies: - dependency-name: numpy dependency-type: direct:production ... Signed-off-by: dependabot[bot] <support@github.com> * Security patch for CVE-2021-33430 Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Diptesh <bdiptesh@gmail.com> Co-authored-by: MadhuTangudu <madhu.tangudu@gmail.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
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CODE_OF_CONDUCT.md

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# Contributor Covenant Code of Conduct
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## Our Pledge
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We as members, contributors, and leaders pledge to make participation in our
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community a harassment-free experience for everyone, regardless of age, body
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size, visible or invisible disability, ethnicity, sex characteristics, gender
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identity and expression, level of experience, education, socio-economic status,
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nationality, personal appearance, race, religion, or sexual identity
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and orientation.
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We pledge to act and interact in ways that contribute to an open, welcoming,
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diverse, inclusive, and healthy community.
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## Our Standards
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Examples of behavior that contributes to a positive environment for our
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community include:
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* Demonstrating empathy and kindness toward other people
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* Being respectful of differing opinions, viewpoints, and experiences
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* Giving and gracefully accepting constructive feedback
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* Accepting responsibility and apologizing to those affected by our mistakes,
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and learning from the experience
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* Focusing on what is best not just for us as individuals, but for the
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overall community
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Examples of unacceptable behavior include:
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* The use of sexualized language or imagery, and sexual attention or
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advances of any kind
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* Trolling, insulting or derogatory comments, and personal or political attacks
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* Public or private harassment
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* Publishing others' private information, such as a physical or email
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address, without their explicit permission
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* Other conduct which could reasonably be considered inappropriate in a
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professional setting
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## Enforcement Responsibilities
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Community leaders are responsible for clarifying and enforcing our standards of
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acceptable behavior and will take appropriate and fair corrective action in
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response to any behavior that they deem inappropriate, threatening, offensive,
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or harmful.
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Community leaders have the right and responsibility to remove, edit, or reject
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comments, commits, code, wiki edits, issues, and other contributions that are
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not aligned to this Code of Conduct, and will communicate reasons for moderation
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decisions when appropriate.
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## Scope
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This Code of Conduct applies within all community spaces, and also applies when
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an individual is officially representing the community in public spaces.
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Examples of representing our community include using an official e-mail address,
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posting via an official social media account, or acting as an appointed
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representative at an online or offline event.
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## Enforcement
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Instances of abusive, harassing, or otherwise unacceptable behavior may be
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reported to the community leaders responsible for enforcement with the
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[Core team](https://github.com/orgs/ml-lib/teams/core/).
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All complaints will be reviewed and investigated promptly and fairly.
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All community leaders are obligated to respect the privacy and security of the
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reporter of any incident.
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## Enforcement Guidelines
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Community leaders will follow these Community Impact Guidelines in determining
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the consequences for any action they deem in violation of this Code of Conduct:
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### 1. Correction
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**Community Impact**: Use of inappropriate language or other behavior deemed
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unprofessional or unwelcome in the community.
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**Consequence**: A private, written warning from community leaders, providing
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clarity around the nature of the violation and an explanation of why the
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behavior was inappropriate. A public apology may be requested.
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### 2. Warning
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**Community Impact**: A violation through a single incident or series
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of actions.
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**Consequence**: A warning with consequences for continued behavior. No
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interaction with the people involved, including unsolicited interaction with
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those enforcing the Code of Conduct, for a specified period of time. This
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includes avoiding interactions in community spaces as well as external channels
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like social media. Violating these terms may lead to a temporary or
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permanent ban.
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### 3. Temporary Ban
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**Community Impact**: A serious violation of community standards, including
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sustained inappropriate behavior.
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**Consequence**: A temporary ban from any sort of interaction or public
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communication with the community for a specified period of time. No public or
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private interaction with the people involved, including unsolicited interaction
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with those enforcing the Code of Conduct, is allowed during this period.
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Violating these terms may lead to a permanent ban.
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### 4. Permanent Ban
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**Community Impact**: Demonstrating a pattern of violation of community
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standards, including sustained inappropriate behavior, harassment of an
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individual, or aggression toward or disparagement of classes of individuals.
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**Consequence**: A permanent ban from any sort of public interaction within
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the community.
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## Attribution
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This Code of Conduct is adapted from the [Contributor Covenant][homepage],
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version 2.0, available at
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https://www.contributor-covenant.org/version/2/0/code_of_conduct.html.
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Community Impact Guidelines were inspired by [Mozilla's code of conduct
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enforcement ladder](https://github.com/mozilla/diversity).
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[homepage]: https://www.contributor-covenant.org
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For answers to common questions about this code of conduct, see the FAQ at
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https://www.contributor-covenant.org/faq. Translations are available at
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https://www.contributor-covenant.org/translations.

README.md

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1. [XGBoost](./mllib/lib/tree.py) - classification/regression
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1. [Traveling salesman problem](./mllib/lib/opt.py) - integer programming/heuristic
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1. [Transportation problem](./mllib/lib/opt.py) - integer programming
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1. [Time series](./mllib/lib/timeseries.py)
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1. Time series
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1. [ARIMA](./mllib/lib/timeseries.py)
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1. [Prophet](./mllib/lib/prophet.py)
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1. [General additive models](./mllib/lib/gam.py)
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1. [Pull request guidelines](./.github/PULL_REQUEST_TEMPLATE.md)
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1. [Initial setup](./README.md#initial-setup)
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1. [Unit tests](./README.md#run-unit-tests-and-pylint-ratings)

logs/cov.out

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Name Stmts Miss Cover Missing
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/media/ph33r/Data/Project/CodeLib/Git/mllib/lib/cluster.py 103 0 100%
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/media/ph33r/Data/Project/CodeLib/Git/mllib/lib/gam.py 60 0 100%
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/media/ph33r/Data/Project/CodeLib/Git/mllib/lib/glmnet.py 121 0 100%
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/media/ph33r/Data/Project/CodeLib/Git/mllib/lib/knn.py 70 0 100%
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/media/ph33r/Data/Project/CodeLib/Git/mllib/lib/model.py 52 0 100%
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/media/ph33r/Data/Project/CodeLib/Git/mllib/lib/opt.py 157 0 100%
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/media/ph33r/Data/Project/CodeLib/Git/mllib/lib/prophet.py 110 0 100%
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/media/ph33r/Data/Project/CodeLib/Git/mllib/lib/timeseries.py 60 0 100%
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/media/ph33r/Data/Project/CodeLib/Git/mllib/lib/tree.py 79 0 100%
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/media/ph33r/Data/Project/CodeLib/Git/mllib/lib/tree.py 158 0 100%
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TOTAL 839 0 100%

logs/pylint/lib-gam-py.out

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logs/pylint/lib-glmnet-py.out

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************* Module glmnet
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logs/pylint/lib-prophet-py.out

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************* Module prophet
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prophet.py:196:41: I1101: Module 'metrics' has no 'mae' member, but source is unavailable. Consider adding this module to extension-pkg-allow-list if you want to perform analysis based on run-time introspection of living objects. (c-extension-no-member)
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prophet.py:197:42: I1101: Module 'metrics' has no 'mape' member, but source is unavailable. Consider adding this module to extension-pkg-allow-list if you want to perform analysis based on run-time introspection of living objects. (c-extension-no-member)
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logs/pylint/lib-tree-py.out

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tree.py:96:45: I1101: Module 'metrics' has no 'rsq' member, but source is unavailable. Consider adding this module to extension-pkg-allow-list if you want to perform analysis based on run-time introspection of living objects. (c-extension-no-member)
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tree.py:98:46: I1101: Module 'metrics' has no 'mape' member, but source is unavailable. Consider adding this module to extension-pkg-allow-list if you want to perform analysis based on run-time introspection of living objects. (c-extension-no-member)
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