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Search results for jupyter notebook feature importance

feature-importance x

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11 search results found

Hierarchical Dnn Interpretations ⭐ 119

Using / reproducing ACD from the paper "Hierarchical interpretations for neural network predictions" 🧠 (ICLR 2019)

Deep Explanation Penalization ⭐ 74

Code for using CDEP from the paper "Interpretations are useful: penalizing explanations to align neural networks with prior knowledge" https://arxiv.org/abs/1909.13584

Kmeans Feature Importance ⭐ 55

Adding feature_importances_ property to sklearn.cluster.KMeans class

Predictive Maintenance Of Aircraft Engine ⭐ 54

In this project I aim to apply Various Predictive Maintenance Techniques to accurately predict the impending failure of an aircraft turbofan engine.

Cancelout ⭐ 11

CancelOut is a layer for deep neural networks, that can help identify a subset of relevant input features for streaming or static data.

Official repository of the paper "Interpretable Anomaly Detection with DIFFI: Depth-based Isolation Forest Feature Importance", M. Carletti, M. Terzi, G. A. Susto.

Solid-state synthesis science analyzer. Thermo, features, ML, and more.

Customer Segmentation Using Clustering Algorithms ⭐ 8

Customer Segmentation Using Unsupervised Machine Learning Algorithms

Heart Uci Dataset ⭐ 6

Analyzing the Features which leads to heart diseases and visualizing the models' performance and important features using eli5, shap and pdp.

Onconetexplainer ⭐ 6

OncoNetExplainer: Explainable Prediction of Cancer Types Based on Gene Expression Data

Us Supreme Court Prediction ⭐ 5

Predicting the ideological direction of Supreme Court decisions: ensemble vs. unified case-based model

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