Hanjun-Dai

graph_comb_opt

Implementation of "Learning Combinatorial Optimization Algorithms over Graphs"

pytorch_structure2vec

pytorch implementation of structure2vec (https://arxiv.org/abs/1603.05629)

graphnn

Training computational graph on top of structured data (string, graph, etc)

graph_adversarial_attack

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

GLN

Implementation of Retrosynthesis Prediction with Conditional Graph Logic Network

sdvae

code for Syntax-Directed Variational Autoencoder that generates programs and molecues

steady_state_embedding

Learning Steady-States of Iterative Algorithms over Graphs

cvb

Code for Coupled Variational Bayes via Optimization Embedding

sequence2vec

r-hsmm

Implementation of Recurrent Hidden Semi-Markov Model http://www.cc.gatech.edu/~lsong/papers/DaiDaiZhaLietal17.pdf

dde

Code for Kernel Exponential Family Estimation via Doubly Dual Embedding

gt-nlp-class

Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

icml17_knn

Deriving Neural Architectures from Sequence and Graph Kernels

changepoint

Hanjun-Dai.github.io

https://hanjun-dai.github.io/

MultiVariatePointProcess

pytorch-meta

A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch

pytorch_scatter

PyTorch Extension Library of Optimized Scatter Operations

algorithm2016

caffe

Caffe: a fast open framework for deep learning.

cxxnet

fast, concise, distributed deep learning framework

ebm_code_release

Code for Implicit Generation and Generalization with Energy Based Models

fuzzbench

FuzzBench - Fuzzer benchmarking as a service.

improved_contrastive_divergence

[ICML'21] Improved Contrastive Divergence Training of Energy Based Models

kd_prediction

keras

Theano-based Deep Learning library (convnets, recurrent neural networks, and more).

magvit

Official JAX implementation of MAGVIT: Masked Generative Video Transformer

npb_phenotyping

Bayesian Nonparametric Tensor Factorization for Phenotyping

retrosim

Software

commonly used tools