https://github.com/gperdrizet/ensembleset - ensembleset

What's Changed

• Parallelized dataset generation by @gperdrizet in https://github.com/gperdrizet/ensembleset/pull/11

Full Changelog: https://github.com/gperdrizet/ensembleset/compare/v1.0-alpha18...v1.0-alpha19

- Python
Published by gperdrizet 9 months ago

https://github.com/gperdrizet/ensembleset - ensembleset

What's Changed

• Improvements to logging and output saving by @gperdrizet in https://github.com/gperdrizet/ensembleset/pull/10

Full Changelog: https://github.com/gperdrizet/ensembleset/compare/v1.0-alpha17...v1.0-alpha18

- Python
Published by gperdrizet 9 months ago

https://github.com/gperdrizet/ensembleset - ensembleset

What's Changed

• Fixed log features bug by @gperdrizet in https://github.com/gperdrizet/ensembleset/pull/9

Full Changelog: https://github.com/gperdrizet/ensembleset/compare/v1.0-alpha16...v1.0-alpha17

- Python
Published by gperdrizet 9 months ago

https://github.com/gperdrizet/ensembleset - ensembleset

What's Changed

• Added optimization by @gperdrizet in https://github.com/gperdrizet/ensembleset/pull/7
• Updates to feature preprocessing by @gperdrizet in https://github.com/gperdrizet/ensembleset/pull/8

Full Changelog: https://github.com/gperdrizet/ensembleset/compare/v1.0-alpha15...v1.0-alpha16

- Python
Published by gperdrizet 9 months ago

https://github.com/gperdrizet/ensembleset - ensembleset

What's Changed

• Updates to logging, testing and feature transformers by @gperdrizet in https://github.com/gperdrizet/ensembleset/pull/6

Full Changelog: https://github.com/gperdrizet/ensembleset/compare/v1.0-alpha14...v1.0-alpha15

- Python
Published by gperdrizet 10 months ago

https://github.com/gperdrizet/ensembleset - ensembleset

What's Changed

• Added feature count growth limiter by @gperdrizet in https://github.com/gperdrizet/ensembleset/pull/5

Full Changelog: https://github.com/gperdrizet/ensembleset/compare/v1.0-alpha13...v1.0-alpha14

- Python
Published by gperdrizet 10 months ago

https://github.com/gperdrizet/ensembleset - ensembleset

What's Changed

• Updates to feature engineering, addition of logging by @gperdrizet in https://github.com/gperdrizet/ensembleset/pull/4

Full Changelog: https://github.com/gperdrizet/ensembleset/compare/v1.0-alpha12...v1.0-alpha13

- Python
Published by gperdrizet 10 months ago

https://github.com/gperdrizet/ensembleset - ensembleset

Improvements to feature transformers.

What's Changed

• Updates to feature transformers by @gperdrizet in https://github.com/gperdrizet/ensembleset/pull/3

Full Changelog: https://github.com/gperdrizet/ensembleset/compare/v1.0-alpha11...v1.0-alpha12

- Python
Published by gperdrizet 10 months ago

https://github.com/gperdrizet/ensembleset - ensembleset

Fixes bugs in case where user does not pass a testing data DataFrame.

What's Changed

• Updates to dataset generation by @gperdrizet in https://github.com/gperdrizet/ensembleset/pull/2

Full Changelog: https://github.com/gperdrizet/ensembleset/compare/v1.0-alpha10...v1.0-alpha11

- Python
Published by gperdrizet 10 months ago

https://github.com/gperdrizet/ensembleset - ensembleset

Improved pre and post processing of features in feature methods.

What's Changed

• Updated feature methods by @gperdrizet in https://github.com/gperdrizet/ensembleset/pull/1

New Contributors

• @gperdrizet made their first contribution in https://github.com/gperdrizet/ensembleset/pull/1

Full Changelog: https://github.com/gperdrizet/ensembleset/compare/v1.0-alpha9...v1.0-alpha10

- Python
Published by gperdrizet 10 months ago

https://github.com/gperdrizet/ensembleset - ensembleset

Improved bad feature/value fences in feature methods.

Full Changelog: https://github.com/gperdrizet/ensembleset/compare/v1.0-alpha8...v1.0-alpha9

- Python
Published by gperdrizet 10 months ago

https://github.com/gperdrizet/ensembleset - ensembleset

1. Improved test data with np.nan, np.inf, mix of types, negative, zero and too large/small for float64 values.
2. Added fences to feature methods to deal with problematic values.
3. Refactored tests into tests for dataset class and tests for feature methods.

Full Changelog: https://github.com/gperdrizet/ensembleset/compare/v1.0-alpha7...v1.0-alpha8

- Python
Published by gperdrizet 10 months ago

https://github.com/gperdrizet/ensembleset - ensembleset

Minor bug fixes to feature transformers and HDF5 output.

Full Changelog: https://github.com/gperdrizet/ensembleset/compare/v1.0-alpha6...v1.0-alpha7

- Python
Published by gperdrizet 10 months ago

https://github.com/gperdrizet/ensembleset - ensembleset

1. Added train and test labels to DataSet() as class attributes.
2. Added train and test labels to HDF5 output as datasets under train and test groups.

Full Changelog: https://github.com/gperdrizet/ensembleset/compare/v1.0-alpha5...v1.0-alpha6

- Python
Published by gperdrizet 10 months ago

https://github.com/gperdrizet/ensembleset - ensembleset

Added imputation step to polynomial and spline feature transformers.

Full Changelog: https://github.com/gperdrizet/ensembleset/compare/v1.0-alpha4...v1.0-alpha5

- Python
Published by gperdrizet 10 months ago

https://github.com/gperdrizet/ensembleset - ensembleset

Added filter to remove label from feature selection.

Full Changelog: https://github.com/gperdrizet/ensembleset/compare/v1.0-alpha3...v1.0-alpha4

- Python
Published by gperdrizet 10 months ago

https://github.com/gperdrizet/ensembleset - ensembleset

Added the following new feature transformers:

1. Log features with bases 2, e, and 10.
2. Ratio features.
3. Exponential features with bases 2 and e.
4. Sum features with 2, 3, and 4 addends.
5. Difference features with 2, 3 and 4 subtrahends.

Full Changelog: https://github.com/gperdrizet/ensembleset/compare/v1.0-alpha2...v1.0-alpha3

- Python
Published by gperdrizet 10 months ago

https://github.com/gperdrizet/ensembleset - ensembleset

- Python
Published by gperdrizet 10 months ago

https://github.com/gperdrizet/ensembleset - ensembleset

- Python
Published by gperdrizet 10 months ago

https://github.com/gperdrizet/ensembleset - engineered-datasets

- Python
Published by gperdrizet 10 months ago