ELI5 swMATH ID: 35208 Software Authors: M. Korobov; K. Lopuhin Description: ELI5: A library for debugging/inspecting machine learning classifiers and explaining their predictions. Homepage: https://eli5.readthedocs.io/en/latest/overview.html Source Code: https://github.com/TeamHG-Memex/eli5 Dependencies: Python Related Software: H2O; InterpretML; DALEX; modelStudio; AI Explainability 360; forestmodel; EIX; reticulate; breakDown; shapr; fairml; kknn; ExplainPrediction; deepdep; arenar; triplot; Scikit; lime; PyTorch; randomForestExplainer Cited in: 1 Publication all top 5 Cited by 20 Authors 1 Arya, Vijay 1 Bellamy, Rachel K. E. 1 Chen, Pin-Yu 1 Dhurandhar, Amit 1 Hind, Michael 1 Hoffman, Samuel C. 1 Houde, Stephanie 1 Liao, Q. Vera 1 Luss, Ronny 1 Mojsilović, Aleksandra 1 Mourad, Sami 1 Pedemonte, Pablo 1 Raghavendra, Ramya 1 Richards, John T. 1 Sattigeri, Prasanna 1 Shanmugam, Karthikeyan 1 Singh, Moninder 1 Varshney, Kush R. 1 Wei, Dennis 1 Zhang, Yunfeng Cited in 1 Serial 1 Journal of Machine Learning Research (JMLR) Cited in 1 Field 1 Computer science (68-XX) Citations by Year