Explaining Black Box Models: Ensemble and Deep Learning Using LIME and SHAP (www.kdnuggets.com) #deep-learning  #learning  #black  >>> #deep  #box  #jan-tutorials,-overviews  #lime  #black-box  #ox-m  #explainability  #ensemble-methods  #ensemble  #shap 
1 points by TaglyBot 7 days ago | discuss | Post to hn | Add to Todo
Introducing Generalized Integrated Gradients (GIG): A Practical Method for Explaining Diverse Ensemble Machine Learning Models (www.kdnuggets.com) #machine-learning  #learning  #machine  >>> #e-learning  #machine-lea  #machine-lear  #models  #method  #practical  #integrated  #jan-tutorials,-overviews  #machine-learning-models  #machine-learning-model  #machine-learnin  #diverse  #explainability  #ensemble-methods  #ensemble  #gradients  #integrated-gradients 
1 points by TaglyBot 21 days ago | discuss | Post to hn | Add to Todo
SHAP explained the way I wish someone explained it to me (towardsdatascience.com) #data-science  #machine-learning  #deep-learning  >>> #explainable-ai  #explainability  #shap 
1 points by TaglyBot 25 days ago | discuss | Post to hn | Add to Todo
Google’s New Explainable AI Service (www.kdnuggets.com) #google  #ai  #service  >>> #dec-tutorials,-overviews  #explainable-ai  #explainability  #explainable 
1 points by TaglyBot one month ago | discuss | Post to hn | Add to Todo
Explainability of AI: The challenges and possible workarounds (blog.usejournal.com) #machine-learning  #ai  #f-a  >>> #challenges  #s-and-p  #decision-making  #explainability  #xai 
1 points by TaglyBot one month ago | discuss | Post to hn | Add to Todo
Interpretability: Cracking open the black box, Part 2 (www.kdnuggets.com) #python  #2  #black  >>> #part  #dec-tutorials,-overviews  #explainable-ai  #interpretability  #feature-selection  #cracking  #black-box  #explainability 
1 points by TaglyBot one month ago | discuss | Post to hn | Add to Todo
Explaining black box models-Ensemble and Deep Learning using LIME and SHAP (towardsdatascience.com) #data-science  #machine-learning  #deep-learning  >>> #explainable-ai  #fraud-detection  #explainability 
1 points by TaglyBot one month ago | discuss | Post to hn | Add to Todo
10 Free Top Notch Machine Learning Courses (www.kdnuggets.com) #machine-learning  #top  #python  >>> #deep-learning  #free  #learning  #machine  #e-learning  #nlp  #machine-lea  #books  #machine-lear  #computer-vision  #courses  #dec-tutorials,-overviews  #notch  #interpretability  #explainability  #graph-analytics  #machine-learning-course  #machine-learning-courses 
1 points by TaglyBot one month ago | discuss | Post to hn | Add to Todo
Explainability: Cracking open the black box, Part 1 (www.kdnuggets.com) #black  #part  #dec-opinions  >>> #explainable-ai  #interpretability  #cracking  #black-box  #explainability  #xai 
1 points by TaglyBot one month ago | discuss | Post to hn | Add to Todo
Explainable AI: The Next Frontier in Human-Machine Harmony (towardsdatascience.com) #data-science  #artificial-intelligence  #ai  >>> #explainability  #xai 
1 points by TaglyBot 3 months ago | discuss | Post to hn | Add to Todo
Navigating the Sea of Explainability (towardsdatascience.com) #data-science  #machine-learning  #explainability 
1 points by TaglyBot 3 months ago | discuss | Post to hn | Add to Todo
Explain your machine learning with feature importance (towardsdatascience.com) #data-science  #machine-learning  #random-forest  >>> #explainability  #sklearn  #feature-importance 
1 points by TaglyBot 3 months ago | discuss | Post to hn | Add to Todo
Beyond Explainability: A Practical Guide to Managing Risks in Machine Learning Models (www.kdnuggets.com) #machine-learning  #learning  #privacy  >>> #machine  #guide  #e-learning  #machine-lea  #machine-lear  #beyond  #managing  #models  #risks  #practical  #machine-learning-models  #machine-learning-model  #white-paper  #explainability  #sep-news  #practical-guide  #immuta 
1 points by TaglyBot 4 months ago | discuss | Post to hn | Add to Todo
eXplainable AI (XAI) research must go beyond the four walls of research labs (towardsdatascience.com) #data-science  #artificial-intelligence  #deep-learning  >>> #explainable-ai  #explainability  #model-interpretability 
1 points by TaglyBot 4 months ago | discuss | Post to hn | Add to Todo
Introducing AI Explainability 360: A New Toolkit to Help You Understand what Machine Learning Models are Doing (www.kdnuggets.com) #machine-learning  #ai  #help  >>> #learning  #machine  #e-learning  #machine-lea  #machine-lear  #models  #modeling  #aug-tutorials,-overviews  #machine-learning-models  #machine-learning-model  #toolkit  #explainability 
1 points by TaglyBot 5 months ago | discuss | Post to hn | Add to Todo
The Problem with Black Boxes with Cynthia Rudin (twimlai.com) #data-science  #technology  #machine-learning  >>> #tech  #artificial-intelligence  #ai  #data  #podcast  #black  #problem  #ml  #twiml  #show-notes  #criminal-justice  #boxes  #interpretability  #black-box  #explainability  #black-boxes  #compas-model 
1 points by TaglyBot 5 months ago | discuss | Post to hn | Add to Todo
Correlation is not causation (towardsdatascience.com) #data-science  #machine-learning  #ai  >>> #explainability  #correlation-vs-causation 
1 points by TaglyBot 5 months ago | discuss | Post to hn | Add to Todo
The How of Explainable AI: Pre-modelling Explainability (towardsdatascience.com) #data-science  #machine-learning  #ai  >>> #trust  #black-box  #explainability 
1 points by TaglyBot 5 months ago | discuss | Post to hn | Add to Todo
The How of Explainable AI: Explainable Modelling (towardsdatascience.com) #data-science  #machine-learning  #ai  >>> #trust  #black-box  #explainability 
1 points by TaglyBot 5 months ago | discuss | Post to hn | Add to Todo
The How of Explainable AI: Post-modelling Explainability (towardsdatascience.com) #data-science  #machine-learning  #ai  >>> #trust  #black-box  #explainability 
1 points by TaglyBot 5 months ago | discuss | Post to hn | Add to Todo