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Pramod Pai
Pramod Pai

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Published in Towards Data Science

·Dec 20, 2020

Interpreting Deep Neural Networks using Integrated Gradients

Exploring a method that maps Neural Network predictions to its inputs, with justification. — After having seen how various interpretability techniques are being applied to traditional ML models like XGBoost and Random Forest, we now shift our focus to Neural Networks. Predict vs Interpret Neural networks are great at approximating complex functions that represent real-world events. This has enabled some wonderful feats not just in tech but…

7 min read

Interpreting Deep Neural Networks using Integrated Gradients
Interpreting Deep Neural Networks using Integrated Gradients

7 min read

Pramod Pai

Pramod Pai

8 Followers

Grad Student, Northeastern University | Computer Vision Co-op @ wicketsoft.com | https://www.linkedin.com/in/paipramod/ | https://twitter.com/pai_lfc

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