Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Projects in Awesome Lists by interpretml
A curated list of projects in awesome lists by interpretml .
https://github.com/interpretml/interpret
Fit interpretable models. Explain blackbox machine learning.
ai artificial-intelligence bias blackbox differential-privacy explainability explainable-ai explainable-ml gradient-boosting iml interpretability interpretable-ai interpretable-machine-learning interpretable-ml interpretml machine-learning scikit-learn transparency xai
Last synced: 30 Jul 2024
https://github.com/interpretml/DiCE
Generate Diverse Counterfactual Explanations for any machine learning model.
counterfactual-explanations deep-learning explainable-ai explainable-ml interpretable-machine-learning machine-learning xai
Last synced: 31 Jul 2024
https://github.com/interpretml/interpret-community
Interpret Community extends Interpret repository with additional interpretability techniques and utility functions to handle real-world datasets and workflows.
deep-learning explainer explanationdashboard interpretable-models machine-learning mimic-explainer python pytorch tabular-explainer
Last synced: 03 Aug 2024
https://github.com/interpretml/interpret-text
A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.
azure-sdk black-box-explanations data-analyst data-scientists explainer glass-box-explainers grey-box-explainers jupyter-notebook linear-models local-explanations microsoft-azureml nlp nlp-models nlp-scenarios npm python text-classification text-interpretability visualization-dashboard
Last synced: 05 Aug 2024