Insurautoml

Latest version: v0.2.6

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0.2.6

0.2.5

0.2.4

What's Changed
* Fixes by autopep8 action by github-actions in https://github.com/PanyiDong/InsurAutoML/pull/22
* Fixes by autopep8 action by github-actions in https://github.com/PanyiDong/InsurAutoML/pull/23
* Dev by PanyiDong in https://github.com/PanyiDong/InsurAutoML/pull/24

New Contributors
* github-actions made their first contribution in https://github.com/PanyiDong/InsurAutoML/pull/22

**Full Changelog**: https://github.com/PanyiDong/InsurAutoML/compare/v0.2.3...v0.2.4

0.2.3

What's Changed

* More search algorithms
* Metadata testing
* Prepare for multimodal tabular training


**Full Changelog**: https://github.com/PanyiDong/InsurAutoML/compare/v0.2.2.11...v0.2.3

0.2.2.11

0.2.1

What's Changed

1. Full Tests/Coverage Report workflow by PanyiDong in https://github.com/PanyiDong/My_AutoML/pull/4, https://github.com/PanyiDong/My_AutoML/pull/11https://github.com/PanyiDong/My_AutoML/pull/5, https://github.com/PanyiDong/My_AutoML/pull/6, https://github.com/PanyiDong/My_AutoML/pull/10, https://github.com/PanyiDong/My_AutoML/pull/12

2. Neural Network based Classification/Regression models (MLP, RNN) by PanyiDong in https://github.com/PanyiDong/My_AutoML/pull/7

NOTE: Neural Networks for tabular learning does not guarantee better performance, so it's not necessary to include these models

3. Add LightGBM Classification/Regression models by PanyiDong in https://github.com/PanyiDong/My_AutoML/pull/8

4. Add Xgboost Classification/Regression models by PanyiDong in https://github.com/PanyiDong/My_AutoML/pull/9

5. Add more feature selection methods by PanyiDong in https://github.com/PanyiDong/My_AutoML/pull/14

SFS, mRMR (minimal-redundancy-maximal-relevance), CBFS (copula-based feature selection)

6. Windows support by PanyiDong in https://github.com/PanyiDong/My_AutoML/pull/15

For windows users, autosklearn can not be installed, so all models from autosklearn are replaced with equivalent sklearn models.

**Full Changelog**: https://github.com/PanyiDong/My_AutoML/compare/v0.2.0...v0.2.1

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