Pinned Repositories
CMI-adaptive-hist
Estimating conditional mutual information (CMI), mutual information (MI), and generalized entropy, based on mixed-type data, i.e., tabular data containing variables that can be categorical, numeric, or the mixture of both.
TURS
TURS2
An refined implement of TURS, which is used for a submitted journal paper.
ADBench
Official Implement of "ADBench: Anomaly Detection Benchmark".
causalRule
The code of NeurIPS 2021 paper "Scalable Rule-Based Representation Learning for Interpretable Classification" and TPAMI paper "Learning Interpretable Rules for Scalable Data Representation and Classification"
CDTree
PALM
Code for the paper: Yang, Lincen, Mitra Baratchi, and Matthijs van Leeuwen. "Unsupervised discretization by two-dimensional mdl-based histogram." arXiv preprint arXiv:2006.01893 (2020).
LinCDE
LinCDE: Conditional Density Estimation via Lindsey's Method
ylincen's Repositories
ylincen/CDTree
ylincen/TURS2
An refined implement of TURS, which is used for a submitted journal paper.
ylincen/TURS
ylincen/causalRule
The code of NeurIPS 2021 paper "Scalable Rule-Based Representation Learning for Interpretable Classification" and TPAMI paper "Learning Interpretable Rules for Scalable Data Representation and Classification"
ylincen/ADBench
Official Implement of "ADBench: Anomaly Detection Benchmark".
ylincen/PALM
Code for the paper: Yang, Lincen, Mitra Baratchi, and Matthijs van Leeuwen. "Unsupervised discretization by two-dimensional mdl-based histogram." arXiv preprint arXiv:2006.01893 (2020).
ylincen/CMI-adaptive-hist
Estimating conditional mutual information (CMI), mutual information (MI), and generalized entropy, based on mixed-type data, i.e., tabular data containing variables that can be categorical, numeric, or the mixture of both.