DEMO-Net: Degree-specific Graph Neural Networks for Node and Graph Classification
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Updated
May 27, 2021 - Python
DEMO-Net: Degree-specific Graph Neural Networks for Node and Graph Classification
Large Scale benchmarking of state of the art text vectorizers
Sample of Feature Hashing for Machine Learning
Our rendition of MutantX-S in python. A malware classifier employed using a prototype based clustering approach.
Production-style ML pipeline for click-through rate prediction on the Avazu dataset. 32M training rows, 13M test predictions. L2-regularized logistic regression with smoothed CTR encoding, frequency encoding, and 2^22-dim feature hashing. Validation log loss 0.382 (~11.4% improvement over baseline).
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