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Search results for explainability interpretable machine learning
explainability
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interpretable-machine-learning
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13 search results found
Interpret
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5,992
Fit interpretable models. Explain blackbox machine learning.
Explainx
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375
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]
Adversarial Explainable Ai
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235
💡 Adversarial attacks on explanations and how to defend them
Rrl
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82
The code of NeurIPS 2021 paper "Scalable Rule-Based Representation Learning for Interpretable Classification" and TPAMI paper "Learning Interpretable Rules for Scalable Data Representation and Classification"
Treeshap
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72
Compute SHAP values for your tree-based models using the TreeSHAP algorithm
Talktomodel
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68
TalkToModel gives anyone with the powers of XAI through natural language conversations 💬!
Prototree
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46
ProtoTrees: Neural Prototype Trees for Interpretable Fine-grained Image Recognition, published at CVPR2021
Potato
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44
XAI based human-in-the-loop framework for automatic rule-learning.
Artemis
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19
A Python package with explanation methods for extraction of feature interactions from predictive models
Xai Scholar
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16
Cross-field empirical trends analysis of XAI literature
Mllp
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12
The code of AAAI 2020 paper "Transparent Classification with Multilayer Logical Perceptrons and Random Binarization".
Awesome Time Series Explainability
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11
A list of (post-hoc) XAI for time series
Functional_attribution
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5
Code of our accepted ICML 2021 paper "Towards Rigorous Interpretations: a Formalisation of Feature Attribution" (D. Afchar, R. Hennequin, V. Guigue)
1-13 of 13 search results
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