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Update CHANGELOG.md
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Yard1 authored Jan 11, 2022
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All notable changes to this project will be documented in this file.
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#### Release: PyCaret 2.3.6 | Release Date: January 10th, 2022 (NEW FEATURES, BUG FIXES)
- Added new function `create_docker` (https://github.com/pycaret/pycaret/pull/2005)
- Added new function `create_api` (https://github.com/pycaret/pycaret/pull/2000)
- Added new function `check_fairness` (https://github.com/pycaret/pycaret/pull/1997)
- Added new function `eda` (https://github.com/pycaret/pycaret/pull/1983)
- Added new function `convert_model` (https://github.com/pycaret/pycaret/pull/1959)
- Added an ability to pass kwargs to plots in `plot_model` (https://github.com/pycaret/pycaret/pull/19400)
- Added `drift_report` functionality to `predict_model` (https://github.com/pycaret/pycaret/pull/1935)
- Added new function `create_dashboard` (https://github.com/pycaret/pycaret/pull/1925)
- Added `grid_interval` parameter to `optimize_threshold` - thanks to @wolfryu (https://github.com/pycaret/pycaret/pull/1938)
- Made logging level configurable by environment variable (https://github.com/pycaret/pycaret/pull/2026)
- Made the optional path in AWS configurable (https://github.com/pycaret/pycaret/pull/2045)
- Fixed TSNE plot with PCA (https://github.com/pycaret/pycaret/pull/2032)
- Fixed rendering of streamlit plots (https://github.com/pycaret/pycaret/pull/2008)
- Fixed class names in `tree` plot - thanks to @yamasakih (https://github.com/pycaret/pycaret/pull/1982)
- Fixed NearZeroVariance preprocessor not being configurable - thanks to @Flyfoxs (https://github.com/pycaret/pycaret/pull/1952)
- Removed duplicated code - thanks to @Flyfoxs (https://github.com/pycaret/pycaret/pull/1882)
- Documentation improvements - thanks to @harsh204016, @khrapovs (https://github.com/pycaret/pycaret/pull/1931/files, https://github.com/pycaret/pycaret/pull/1956, https://github.com/pycaret/pycaret/pull/1946, https://github.com/pycaret/pycaret/pull/1949)
- Pinned `pyyaml<6.0.0` to fix issues with Google Colab
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#### Release: PyCaret 2.3.5 | Release Date: November 19th, 2021 (NEW FEATURES, BUG FIXES)
- Fixed an issue where `Fix_multicollinearity` would fail if the target was a float (https://github.com/pycaret/pycaret/pull/1640)
- MLFlow runs are now nested - thanks to @jfagn (https://github.com/pycaret/pycaret/pull/1660)
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