panelsplit - panelsplit v1.0.2

Changes include:

• Bug fix from https://github.com/4Freye/panelsplit/issues/56 and https://github.com/4Freye/panelsplit/issues/55

- Python
Published by 4Freye 11 months ago

panelsplit - panelsplit v1.0.0

New version release of panelsplit! Here are some of the changes:

• More flexible. The ability to work with numpy arrays for X and y. PanelSplit's period argument now accepts pd.Index, pd.Series, or np.array.

• More modularized. Now a lot of the PanelSplit functionality is split among different modules (e.g. crossvalfit_predict is no longer a method of the PanelSplit class, but instead lives as its own function within panelsplit.application)

• A pipeline class for panel data There is a a new class, SequentialCVPipeline. This allows for the creation of pipelines which can be used in a panel data context.

• Improved testing.

• Improved documentation, which can be found here.

- Python
Published by 4Freye 12 months ago

panelsplit - Fix to allow for Pipeline object as estimator

This release fixes a bug that occurred when providing a Pipeline object as the estimator when using crossvalfit. Now Pipeline objects can be provided as the estimator.

- Python
Published by 4Freye over 1 year ago

panelsplit - added cloning of transformer

Cloning of transformer during crossval_fit ensures no leakage between splits. Edited example in the examples folder after bug fixes.

- Python
Published by 4Freye almost 2 years ago

panelsplit - cloning estimator to fit

Fixed the following issues: https://github.com/4Freye/panelsplit/issues/15 https://github.com/4Freye/panelsplit/issues/13

These pertain to the fact that there was leakage in the estimator between splits. Now this is solved as the package clones the estimator before fitting to each split.

- Python
Published by 4Freye almost 2 years ago

panelsplit - prediction bug fix

Fixed issues regarding the prediction function, namely https://github.com/4Freye/panelsplit/issues/7.

- Python
Published by 4Freye almost 2 years ago

panelsplit - initial panelsplit release

Initial release of panelsplit.

- Python
Published by 4Freye almost 2 years ago