abojchevski

graph2gauss

Gaussian node embeddings. Implementation of "Deep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Ranking".

node_embedding_attack

Adversarial Attacks on Node Embeddings via Graph Poisoning

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"

paican

Implementation of "Bayesian Robust Attributed Graph Clustering: Joint Learning of Partial Anomalies and Group Structure".

rsc

Robust Spectral Clustering. Implementation of "Robust Spectral Clustering for Noisy Data: Modeling Sparse Corruptions Improves Latent Embeddings".

graph_cert

Certifiable Robustness to Graph Perturbations

nips-scraper

Scrapes the abstracts to NIPS 2017 papers.

abojchevski.github.io

A beautiful, simple, clean, and responsive Jekyll theme for academics

CSrankings

A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.

edward

A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.

interactive

labwatch

An extension to Sacred for automated hyperparameter optimization.

ogb

Benchmark datasets, data loaders, and evaluators for graph machine learning

pymc3

Probabilistic Programming in Python. Uses Theano as a backend, supports NUTS and ADVI.

pytorch_geometric

Graph Neural Network Library for PyTorch