henrykenlay

botorch

Bayesian optimization in PyTorch

datasets

grapht

interpretable_stability

Interpretable stability bounds for spectral graph filters (ICML 2021)

Ax

Adaptive Experimentation Platform

sparse_smoothing

Implementation of the certificates proposed in the paper "Efficient Robustness Certificates for Discrete Data: Sparsity-Aware Randomized Smoothing for Graphs, Images and More"

grabnel

[NeurIPS '21] Adversarial Attacks on Graph Classification via Bayesian Optimisation (GRABNEL)

karateclub

Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

gitignore

A collection of useful .gitignore templates

graph_adversarial_attack

Adversarial Attack on Graph Structured Data (https://arxiv.org/abs/1806.02371)

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

DeepRobust

A pytorch adversarial library for attack and defense methods on images and graphs

pygsp

Graph Signal Processing in Python

spgf

On the Stability of Polynomial Spectral Graph Filters (ICASSP 2020)

RLProject

RottenBandits

An implementation of rotten bandits algorithms

MedianPolish

Implementation of median polish algorithm in C++