New Features Adds support for sklearn Pipelines that add new features (such as those including OneHotEncoder) as long as they support the new get_features_out() method. Not all estimators and transformers have this method implemented yet, but if all estimators in your pipeline do, then explainerdashboard will extract the final dataframe and the model from your pipelines. For now this does result in a lot of "this model was fitted on a numpy array but you provided a dataframe" warnings. Bug Fixes Fixes a bug with sorting pdp features Pins werkzeug<=2.0.3 due to some new features that broke JupyterDash Changes use of pd.append that will be deprecated soon and is currently generated warnings
Important changes norm_in default value for get_pre_proc_pipes is now True rather than False layer ...
stacks 1.0.0 is the first production release of the package. While this release includes only a few ...
New and Updated Features in v4.0: Updated/refactored large portions of codebase using C++11 feature...
Version 0.4.0: upgrade bootstrap5, drop python 3.6 and 3.7 support and improved pipeline support Up...
peer reviewedApplications in domains ranging from large-scale simulations in astrophysics and biolog...
Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine...
What's Changed add: implementations of PipelineItem and PipelineData. by @keara-soloway in https://...
Tightened integration with the workflowsets package (#161, #165). Refined logic with adding candida...
Version 0.4.3: New Features models that use kernel explainer but output multi-dimensional predictio...
New features: 'tau' object for LHEProcessor observables / cuts. Breaking / API changes: New verbo...
What's changed UrbanDenoiser (https://doi.org/10.1126/sciadv.abl3564) is now available in SeisBench...
This release adds support for scikit-learn 1.0, which includes support for feature names. If you pas...
New class Pipeline (beta): easily run and use models on down-stream NLP tasks We have added a new cl...
Version 0.13.0 (07/20/2018) New Features A meaningful error message is now raised when a cross-vali...
Version 0.4.1 New Features added routes_pathname_prefix:str=None, requests_pathname_prefix:str=None...
Important changes norm_in default value for get_pre_proc_pipes is now True rather than False layer ...
stacks 1.0.0 is the first production release of the package. While this release includes only a few ...
New and Updated Features in v4.0: Updated/refactored large portions of codebase using C++11 feature...
Version 0.4.0: upgrade bootstrap5, drop python 3.6 and 3.7 support and improved pipeline support Up...
peer reviewedApplications in domains ranging from large-scale simulations in astrophysics and biolog...
Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine...
What's Changed add: implementations of PipelineItem and PipelineData. by @keara-soloway in https://...
Tightened integration with the workflowsets package (#161, #165). Refined logic with adding candida...
Version 0.4.3: New Features models that use kernel explainer but output multi-dimensional predictio...
New features: 'tau' object for LHEProcessor observables / cuts. Breaking / API changes: New verbo...
What's changed UrbanDenoiser (https://doi.org/10.1126/sciadv.abl3564) is now available in SeisBench...
This release adds support for scikit-learn 1.0, which includes support for feature names. If you pas...
New class Pipeline (beta): easily run and use models on down-stream NLP tasks We have added a new cl...
Version 0.13.0 (07/20/2018) New Features A meaningful error message is now raised when a cross-vali...
Version 0.4.1 New Features added routes_pathname_prefix:str=None, requests_pathname_prefix:str=None...
Important changes norm_in default value for get_pre_proc_pipes is now True rather than False layer ...
stacks 1.0.0 is the first production release of the package. While this release includes only a few ...
New and Updated Features in v4.0: Updated/refactored large portions of codebase using C++11 feature...