v1.2.6

• Added feature to automatically select the maximum amount of jobs by using num_jobs=-1

v1.2.5

Changes:

• Updated documentation and code based on insights from paper experiments
• Speed and reliability improvements
• Deprecating some arguments, such as num_samples, use_symmetry and adding num_comparisons

Add functions to help determine sample size

Add functions to help determine the right sample size, namely aso_uncertainty_reduction(), bootstrap_power_analysis()

v1.1.3

Fixing the bug described in #7 with commit a900e4a.

v1.1.2

Two critical hotfixes (see commit 23bf573). Additional minor fix for documentation in README.

v1.1.1

Features:

• Make it easier to compare multiple model scores at once with multi_aso().
• Results can be created as a pandas.DataFrame for readability.
• Both aso() and multi_aso() support a seed argument for replicability.

Zenodo: Initial Release

First release of deepsig! The package currently contains the following:

• Re-implementation of almost stochastic order (ASO) with optional multi-threading speed-up
• Extensive documentation and readme to guide practicioners
• Additional implementations of the permutation-randomization test, paired-bootstrap test and bonferroni correction (for p-values)

Initial release of deepsig

First release of deepsig! The package currently contains the following:

• Re-implementation of almost stochastic order (ASO) with optional multi-threading speed-up
• Extensive documentation and readme to guide practicioners
• Additional implementations of the permutation-randomization test, paired-bootstrap test and bonferroni correction (for p-values)