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20 search results found
Awesome Machine Learning Interpretability
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3,241
A curated list of awesome responsible machine learning resources.
Dalex
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1,242
moDel Agnostic Language for Exploration and eXplanation
Awesome Interpretable Machine Learning
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856
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
Awesome Shapley Value
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63
Reading list for "The Shapley Value in Machine Learning" (JCAI 2022)
Xplainable
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48
Real-time explainable machine learning for business optimisation
Automated Explanations
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26
Explain a black-box module in natural language.
Artemis
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19
A Python package with explanation methods for extraction of feature interactions from predictive models
Contrxt
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19
a tool for comparing the predictions of any text classifiers
Diabetes_use_case
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19
Sample use case for Xavier AI in Healthcare conference: https://www.xavierhealth.org/ai-summit-day2/
Interpretable Ml
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17
Techniques & resources for training interpretable ML models, explaining ML models, and debugging ML models.
Merlin
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14
MERLIN is a global, model-agnostic, contrastive explainer for any tabular or text classifier. It provides contrastive explanations of how the behaviour of two machine learning models differs.
Imodels Experiments
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13
Experiments with experimental rule-based models to go along with imodels.
Clinical Rule Vetting
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12
Learning clinical-decision rules with interpretable models.
Hc_ml
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12
Slides, videos and other potentially useful artifacts from various presentations on responsible machine learning.
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
Skewedphillips
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6
Työttömyyden ennustamisen työkalu, joka hyödyntää kuluttajahintaindeksejä. Tool for predicting unemployment with consumer price indexes and machine learning.
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