xjtu1025's repositories
REAT
PyTorch code for WWW 19 paper: On Attribution of Recurrent Neural Network Predictions via Additive Decomposition
lore
Lore makes machine learning approachable for Software Engineers and maintainable for Machine Learning Researchers
XAI
Genetic programming method for explaining complex black-box models
shap
A unified approach to explain the output of any machine learning model.
lime
Lime: Explaining the predictions of any machine learning classifier
anchor
Code for "High-Precision Model-Agnostic Explanations" paper
CTDroid
The corpus of collected blogs and their analyzing results
GraphEmbedding
Implementation and experiments of graph embedding algorithms.deep walk,LINE(Large-scale Information Network Embedding),node2vec,SDNE(Structural Deep Network Embedding),struc2vec
LORE-1
LOcal Rule-based Exlanations
nettack
Implementation of the paper "Adversarial Attacks on Neural Networks for Graph Data".
GAT
Graph Attention Networks (https://arxiv.org/abs/1710.10903)
Interpretation2Adversary
Adversarial learning by utilizing model interpretation
afl
american fuzzy lop (copy of the source code for easy access)
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
datasciencecoursera
This is my repo of datasciencecoursera
ProgrammingAssignment2
Repository for Programming Assignment 2 for R Programming on Coursera