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xjtu1025's Projects

afl icon afl

american fuzzy lop (copy of the source code for easy access)

anchor icon anchor

Code for "High-Precision Model-Agnostic Explanations" paper

ctdroid icon ctdroid

The corpus of collected blogs and their analyzing results

gat icon gat

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

graphembedding icon graphembedding

Implementation and experiments of graph embedding algorithms.deep walk,LINE(Large-scale Information Network Embedding),node2vec,SDNE(Structural Deep Network Embedding),struc2vec

lime icon lime

Lime: Explaining the predictions of any machine learning classifier

lore icon lore

Lore makes machine learning approachable for Software Engineers and maintainable for Machine Learning Researchers

nettack icon nettack

Implementation of the paper "Adversarial Attacks on Neural Networks for Graph Data".

reat icon reat

PyTorch code for WWW 19 paper: On Attribution of Recurrent Neural Network Predictions via Additive Decomposition

shap icon shap

A unified approach to explain the output of any machine learning model.

xai icon xai

Genetic programming method for explaining complex black-box models

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