zshwuhan's repositories
2DKS
2 Dimensional Kolmogorov-Smirnov test for goodness-of-fit
CHIP-Network-Model
Python implementation of the CHIP network model, published in NeurIPS 2020.
CoDi
Community detection using diffusion information,ACM Transactions on Knowledge Discovery from Data (TKDD) 12.2 (2018): 1-22.
collapsed-VB-inference-LDA
Project for the course of Bayesian Machine learning - Master MVA
Contrastive-Clustering
Code for the paper "Contrastive Clustering" (AAAI 2021)
cornac
A Comparative Framework for Multimodal Recommender Systems
DDNE
"Inferring dynamic diffusion networks in online media." ACM Transactions on Knowledge Discovery from Data (TKDD) 10.4 (2016): 1-22.
evolving-ggp
Evolving-Graph Gaussian Processes.
ExCut
Implementation of ExCut: Explainable Embedding-based Clustering over Knowledge Graphs
gaussianlda
Gaussian LDA training implemented in Python
GCL
List of Publications in Graph Contrastive Learning
Hawkes-1
a python package for simulation and inference of Hawkes processes.
HDP-py
Python implementation of Hierarchical Dirichlet Processes
hierarchical-models
Hierarchical Topic Models and Renyi Entropy: hARTM, hLDA, hPAM
hsbm
Hierarchical stochastic block model (HSBM)
lemniscate.pytorch
Unsupervised Feature Learning via Non-parametric Instance Discrimination
liblinear
Weston Watkins linear multiclass SVM extension for the popular LIBLINEAR library.
msvmlab
Multiclass support vector machine in MATLAB.
neural_stpp
Deep generative modeling for time-stamped heterogeneous data, enabling high-fidelity models for a large variety of spatio-temporal domains.
PCIC2021-Baselines
Some baselines for PCIC2021 Track 2: Causal Inference and Recommendation
prgds
Poisson-Randomized Gamma Dynamical Systems
stLDA-C_public
Single-topic LDA (DMM) with unsupervised clustering
transformer-vae
A library for making Transformer Variational Autoencoders. (Extends the Huggingface/transformers library.)
xmeasures
Extremely fast evaluation of the extrinsic clustering measures: various (mean) F1 measures and Omega Index (Fuzzy Adjusted Rand Index) for the multi-resolution clustering with overlaps/covers, standard NMI, clusters labeling