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- # explainableML
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- 'Keep Calm and Trust your Model' : On Explainability of Machine Learning Models
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- Using practical tools to demystify "black box" machine learning algorithms.
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- [ Inception Deep Learning model explanation] ( https://github.com/psbots/explainableML/blob/master/inception_classifier_explained_with_LIME.ipynb )
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- [ URL Phishing detection using Random Forest] ( https://github.com/psbots/explainableML/blob/master/url_phishing_explained_with_RandomForest.ipynb )
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- [ XGBoost model explained with LIME] ( https://github.com/psbots/explainableML/blob/master/xgboost_explained_with_LIME.ipynb )
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- [ Bayesian Rule List Classifier vs Random Forest] ( https://github.com/psbots/explainableML/blob/master/BRL_versus_RandomForest.ipynb )
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