abojchevski Goto Github PK

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.

graph2gauss

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

graph_cert

Certifiable Robustness to Graph Perturbations

interactive

labwatch

An extension to Sacred for automated hyperparameter optimization.

nips-scraper

Scrapes the abstracts to NIPS 2017 papers.

node_embedding_attack

Adversarial Attacks on Node Embeddings via Graph Poisoning

ogb

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

paican

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

pymc3

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

pytorch_geometric

Graph Neural Network Library for PyTorch

rsc

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

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"

test