Slickml

🛠 Fixed
- [143](https://github.com/slickml/slick-ml/pull/143), [#123](https://github.com/slickml/slick-ml/pull/123) fixed `CI/CD` workflows.
- [141](https://github.com/slickml/slick-ml/pull/141), [#144](https://github.com/slickml/slick-ml/pull/144) refactored `GLMNetCVClassifier`.
- [137](https://github.com/slickml/slick-ml/pull/137), [#135](https://github.com/slickml/slick-ml/pull/135) refactored `XGBoostCVRegressor`.
- [133](https://github.com/slickml/slick-ml/pull/133), [#126](https://github.com/slickml/slick-ml/pull/126) refactored `XGBoostCVClassifier`.
- [147](https://github.com/slickml/slick-ml/pull/147), [#113](https://github.com/slickml/slick-ml/pull/113), [#108](https://github.com/slickml/slick-ml/pull/108), [#109](https://github.com/slickml/slick-ml/pull/109) refactored `Metrics`.
- [95](https://github.com/slickml/slick-ml/pull/95), [#100](https://github.com/slickml/slick-ml/pull/100), [#100](https://github.com/slickml/slick-ml/pull/110) fixed `Format / Lint`.
- [96](https://github.com/slickml/slick-ml/pull/96), [#98](https://github.com/slickml/slick-ml/pull/98), [#112](https://github.com/slickml/slick-ml/pull/112) fixed `Utils` functions and transformations.
- [105](https://github.com/slickml/slick-ml/pull/105), [#150](https://github.com/slickml/slick-ml/pull/150), [#148](https://github.com/slickml/slick-ml/pull/148), [#145](https://github.com/slickml/slick-ml/pull/145), [#114](https://github.com/slickml/slick-ml/pull/114), [#127](https://github.com/slickml/slick-ml/pull/127), [#115](https://github.com/slickml/slick-ml/pull/115), [#129](https://github.com/slickml/slick-ml/pull/129), [#130](https://github.com/slickml/slick-ml/pull/130), [#117](https://github.com/slickml/slick-ml/pull/117), [#116](https://github.com/slickml/slick-ml/pull/116), [#111](https://github.com/slickml/slick-ml/pull/111), [#124](https://github.com/slickml/slick-ml/pull/124) fixed `Sphinx Auto-Api Docs + README`.

🔥 Added
- [142](https://github.com/slickml/slick-ml/pull/142) added `Poetry v1.2` dependencies.
- [138](https://github.com/slickml/slick-ml/pull/138) added `codecov.yml`.
- [131](https://github.com/slickml/slick-ml/pull/131) added `py.typed` to comply with `PEP-561`.
- [104](https://github.com/slickml/slick-ml/pull/104) added Workflow for API Docs Deploy.
- [103](https://github.com/slickml/slick-ml/pull/103) added Check-Var Utilities.
- [99](https://github.com/slickml/slick-ml/pull/99) added PR template.

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🛠 Fixed
- [78](https://github.com/slickml/slick-ml/pull/78) `build` badge using GitHub actions and removed the `travis-ci` badge and dependencies.
- [77](https://github.com/slickml/slick-ml/pull/77) updated `.flake8`, `.gitingore` entries, `ISSUE_TEMPLATES`, `README.md`, `CONTRIBUTING.md`, `assets/`, `examples/` formats, and `src/` style, `ci.yml` workflow.

🔥 Added
- [77](https://github.com/slickml/slick-ml/pull/77) added poetry essentials and essentials based on [#72](https://github.com/slickml/slick-ml/pull/72) and removed all `setup.py` essentials.
- [77](https://github.com/slickml/slick-ml/pull/77) added `tox`, `mypy`, `pytest-cov`.
- [77](https://github.com/slickml/slick-ml/pull/77) added `sphinx-auto-api-doc` based on [#32](https://github.com/slickml/slick-ml/pull/32).

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🛠 Fixed
- [74](https://github.com/slickml/slick-ml/pull/74) updated `requirements.txt` to the latest versions.
- [71](https://github.com/slickml/slick-ml/pull/71) updated optimization examples.

🔥 Added
- [71](https://github.com/slickml/slick-ml/pull/71) added `XGBoostRegressorBayesianOpt` and `XGBoostRegressorHyperOpt` classes in optimization.

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🛠 Fixed
- [70](https://github.com/slickml/slick-ml/pull/70) fixed bugs in `plot_xgb_cv_results`.
- [70](https://github.com/slickml/slick-ml/pull/70) fixed bugs in `plot_regression_metrics`.
- [70](https://github.com/slickml/slick-ml/pull/70) updated metrics initialization in `XGBoostClassifier` and `XGBoostCVClassifier`.
- [70](https://github.com/slickml/slick-ml/pull/70) updated notebook examples to go over each class separetely.

🔥 Added
- [70](https://github.com/slickml/slick-ml/pull/70) added `XGBoostRegressor` and `XGBoostCVRegressor` classes.
- [70](https://github.com/slickml/slick-ml/pull/70) added `NeurIPS 2021` submission pdf.

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🛠 Fixed
- [68](https://github.com/slickml/slick-ml/pull/68) updated `save_path` in plotting functions.
- [68](https://github.com/slickml/slick-ml/pull/68) updated `bibtex` citations to software.
- [67](https://github.com/slickml/slick-ml/pull/67) fixed bugs in metrics.
- [66](https://github.com/slickml/slick-ml/pull/66) fixed bugs in feature selection algorithm.
- [66](https://github.com/slickml/slick-ml/pull/66) updated the order of the functions inside each class.

🔥 Added
- [68](https://github.com/slickml/slick-ml/pull/68) added directories for `JOSS` and `NeurIPS` papers.

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🛠 Fixed
- [64](https://github.com/slickml/slick-ml/pull/64) updated `setup.py` with dynamic version and install requirements
- [63](https://github.com/slickml/slick-ml/pull/63) fixed bugs in RegressionMetrics plotting. Now, the text label positions are dynamic and invariat of the data. Additionally, fixed the bug in coef. shapes in `GLMNet` classes.
- [63](https://github.com/slickml/slick-ml/pull/63) updated all docstrings based on Scikit-Learn API
- [61](https://github.com/slickml/slick-ml/pull/61) updated `metrics.py` attributes API to end with under-score

🔥 Added
- [63](https://github.com/slickml/slick-ml/pull/63) added `GLMNetCVRegressor` class
- [60](https://github.com/slickml/slick-ml/pull/60) added `CHANGELOG.md`

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