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machine-learning
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18 search results found
Interpret
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5,992
Fit interpretable models. Explain blackbox machine learning.
Dalex
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1,242
moDel Agnostic Language for Exploration and eXplanation
Interpretable_machine_learning_with_python
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629
Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.
Mli Resources
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405
H2O.ai Machine Learning Interpretability Resources
Breakdown
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87
Model Agnostics breakDown plots
Treeshap
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72
Compute SHAP values for your tree-based models using the TreeSHAP algorithm
Xai Iml Sota
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50
Interesting resources related to Explainable Artificial Intelligence, Interpretable Machine Learning, Interactive Machine Learning, Human in Loop and Visual Analytics.
Live
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35
Local Interpretable (Model-agnostic) Visual Explanations - model visualization for regression problems and tabular data based on LIME method. Available on CRAN
Rsafe
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28
Surrogate Assisted Feature Extraction in R
Diabetes_use_case
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19
Sample use case for Xavier AI in Healthcare conference: https://www.xavierhealth.org/ai-summit-day2/
Artemis
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19
A Python package with explanation methods for extraction of feature interactions from predictive models
Interpretable Ml
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17
Techniques & resources for training interpretable ML models, explaining ML models, and debugging ML models.
Hc_ml
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12
Slides, videos and other potentially useful artifacts from various presentations on responsible machine learning.
Mllp
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12
The code of AAAI 2020 paper "Transparent Classification with Multilayer Logical Perceptrons and Random Binarization".
Article Information 2019
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10
Article for Special Edition of Information: Machine Learning with Python
Jsm_2018_paper
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8
Paper for 2018 Joint Statistical Meetings: https://ww2.amstat.org/meetings/jsm/2018/onlinepro
Anchorsonr
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8
Implementation of the Anchors algorithm: Explain black-box ML models
Shapflex
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5
An R package for computing asymmetric Shapley values to assess causality in any trained machine learning model
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1-18 of 18 search results
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