Search Results - RepositoryStats

85

425

mit

20

Interpret Community extends Interpret repository with additional interpretability techniques and utility functions to handle real-world datasets and workflows.

python pytorch explainer deep-learning mimic-explainer machine-learning tabular-explainer explanationdashboard interpretable-models

Created 2019-09-25

482 commits to main branch, last one 6 months ago

xai-iml-sota rehmanzafar

17

72

unknown

6

Interesting resources related to Explainable Artificial Intelligence, Interpretable Machine Learning, Interactive Machine Learning, Human in Loop and Visual Analytics.

iml xai explainable researchers explaining-ai interpretable explainable-ml interpretability machine-learning human-in-the-loop explainable-models explanation-methods interpretable-models interpretable-learning model-interpretability deep-learning-visualization interactive-machine-learning interpretable-machine-learning human-in-the-loop-machine-learning explainable-artificial-intelligence

Created 2019-06-27

102 commits to master branch, last one 2 years ago

GVAR i6092467

20

66

unknown

1

An interpretable framework for inferring nonlinear multivariate Granger causality based on self-explaining neural networks.

causality machine-learning granger-causality interpretable-models time-series-analysis granger-causality-analysis autoregressive-neural-networks

Created 2021-01-14

35 commits to master branch, last one about a year ago