Projects in Awesome Lists tagged with explainable-artificial-intelligence

https://github.com/modeloriented/dalex

moDel Agnostic Language for Exploration and eXplanation

black-box dalex data-science explainable-ai explainable-artificial-intelligence explainable-ml explanations explanatory-model-analysis fairness iml interpretability interpretable-machine-learning machine-learning model-visualization predictive-modeling responsible-ai responsible-ml xai

Last synced: 30 Sep 2024

https://modeloriented.github.io/DALEX/

moDel Agnostic Language for Exploration and eXplanation

black-box dalex data-science explainable-ai explainable-artificial-intelligence explainable-ml explanations explanatory-model-analysis fairness iml interpretability interpretable-machine-learning machine-learning model-visualization predictive-modeling responsible-ai responsible-ml xai

Last synced: 04 Aug 2024

https://github.com/ModelOriented/DALEX

moDel Agnostic Language for Exploration and eXplanation

black-box dalex data-science explainable-ai explainable-artificial-intelligence explainable-ml explanations explanatory-model-analysis fairness iml interpretability interpretable-machine-learning machine-learning model-visualization predictive-modeling responsible-ai responsible-ml xai

Last synced: 30 Jul 2024

https://github.com/explainX/explainx

Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code. We are looking for co-authors to take this project forward. Reach out @ [email protected]

aws-sagemaker bias blackbox explainability explainable-ai explainable-artificial-intelligence explainable-ml explainx interpretability interpretable-ai interpretable-machine-learning machine-learning machine-learning-interpretability scikit-learn transparency xai

Last synced: 01 Aug 2024

https://github.com/explainx/explainx

Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code. We are looking for co-authors to take this project forward. Reach out @ [email protected]

aws-sagemaker bias blackbox explainability explainable-ai explainable-artificial-intelligence explainable-ml explainx interpretability interpretable-ai interpretable-machine-learning machine-learning machine-learning-interpretability scikit-learn transparency xai

Last synced: 29 Sep 2024

https://github.com/fitushar/3d-guidedgradcam-for-medical-imaging

This Repo containes the implemnetation of generating Guided-GradCAM for 3D medical Imaging using Nifti file in tensorflow 2.0. Different input files can be used in that case need to edit the input to the Guided-gradCAM model.

3d-guided-grad-cam 3d-models cnn-visualization cnn-visualization-technique ctci explainable-ai explainable-ai-in-medical-imaging explainable-artificial-intelligence guided-grad-cam medical-imaging nifti tensorflow-examples tensorflow2

Last synced: 26 Sep 2024

https://github.com/ModelOriented/auditor

Model verification, validation, and error analysis

classification error-analysis explainable-artificial-intelligence machine-learning model-validation regression-models residuals xai

Last synced: 02 Aug 2024

https://github.com/dianna-ai/dianna

Deep Insight And Neural Network Analysis

explainable-artificial-intelligence scientific-research

Last synced: 02 Aug 2024

https://github.com/KaryFramling/py-ciu

Explainable Artificial Intelligence through Contextual Importance and Utility

explainable-ai explainable-artificial-intelligence explainable-ml python

Last synced: 03 Aug 2024

https://github.com/stavrostheocharis/easy_explain

A library that helps to explain AI models in a really quick & easy way

artificial-intelligence explainable-ai explainable-artificial-intelligence gradcam image lrp occlusion xai xai-library yolov8

Last synced: 02 Oct 2024

https://github.com/Telefonica/XAIoGraphs

XAIoGraphs (eXplainability Articicial Intelligence over Graphs) is an Explicability and Fairness Python library for classification problems with tabulated and discretized data.

artificial-intelligence explainable-artificial-intelligence fairness-ai machine-learning

Last synced: 02 Aug 2024