Nyaggle

What's Changed
* add "method" option to averaging_opt by nyanp in https://github.com/nyanp/nyaggle/pull/90
* docs(readme): Fix Typo sklean -> sklearn by ryanrussell in https://github.com/nyanp/nyaggle/pull/91
* docs(readme): Grammar fixes by ryanrussell in https://github.com/nyanp/nyaggle/pull/92
* Rename 'sklearn' to 'scikit-learn' by momijiame in https://github.com/nyanp/nyaggle/pull/96
* drop supporting python 3.6/3.7 by nyanp in https://github.com/nyanp/nyaggle/pull/99
* Fix ci errors by nyanp in https://github.com/nyanp/nyaggle/pull/103
* support user-defined function(ex: numpy.sum) by wakame1367 in https://github.com/nyanp/nyaggle/pull/105
* Add python 3.9, 3.10 and 3.11 by nyanp in https://github.com/nyanp/nyaggle/pull/107
* v0.1.6 by nyanp in https://github.com/nyanp/nyaggle/pull/108

New Contributors
* ryanrussell made their first contribution in https://github.com/nyanp/nyaggle/pull/91
* momijiame made their first contribution in https://github.com/nyanp/nyaggle/pull/96

**Full Changelog**: https://github.com/nyanp/nyaggle/compare/v0.1.5...v0.1.6

This release contains changes to support scikit-learn 1.0. 89

This release contains the following updates & fix. Thanks wakamezake !

New module
- Add `nyaggle.feature.aggregation` function 81 by wakamezake

Bug Fix
- Remove deprecated arguments in optuna integration 80
- Support newer versions of transformers 77 82 by wakamezake
- Support lightgbm 3.0.0 83 84

Tests
- Add test for find_best_lgbm_parameter 76 by wakamezake
- Add weekly test 79 by wakamezake

This release contains the following bugfix & updates. Thanks daikikatsuragawa and tenajima !

Bug Fix
- ignore MLflowException in log_param, log_metric 73
- Fix error in run_experiment with callable fit_params 74

Docs / Others
- Update README.md according to markdownlint 68 by daikikatsuragawa
- fix docstring of split.py 70 by tenajima

This release contains works from 2 contributors. Thanks wakamezake and harupy !

Overview:

New module
- Add nyaggle.ensemble 60

Enhancement
nyaggle.validation
- Refactor StratifiedGrouKFold (remove dependency to ubelt, add type check etc) 40 41 43 45 by wakamezake

nyaggle.experiment
- Replace `overwrite` option with `if_exists` 47
- Add `inherit_experiment` parameter 50
- Add `log_metrics` for Experiment 59 by harupy
- Add `log_dict` for Experiment 65

Tests & dev
- Improve .gitignore 51 64 harupy
- Add PR trigger 52
- Refactor test (add options, use fixture) 53 54 54 harupy

- add Python3.8 support 32
- add Skip, Nth validation 33
- remove `predict_proba` parameter from `cross_validate` 37
- remove dependency to gbdt packages 38
- add StratifiedGroupKFold validation 39
- add tutorial documents
- change default value of `overwrite` parameter in `save_feature` from True to False