StARLinG Lab's repositories
starling.utdallas.edu
Development repository for the STARLinG Lab's webpage. Built wtih Jekyll, jQuery, and the minimal-mistakes Jekyll theme.
RRBM-Tensorflow
TensorFlow implementation of "Relational Restricted Boltzmann Machines: A Probabilistic Logic Learning Approach"
PDGM-Workshop-IITM-2024
Materials for Probabilistic Deep Generative Models Workshop held at IIT Madras, July 3-5 2024.
BoostSRL-Lite
This repository contains code base for the slim version of BoostSRL. Performance wise, they are the same, but differs in the volume of redundant code removed in this slim version
Relational-Boosted-Bandits
Code repository for the work Relational Boosted Bandits, AAAI'21
MLNBoostDB
Learning Boosted MLN with in-memory Relational Database integration (Malec et al. ILP 2016). This is an extension where wrapper ensures same command line argument structure as MLN-Boost. Most arguments are same as the original MLN-Boost(Khot et al. ICDM 2011) platform. Few that are different have been stated below.
Textual_Annotation_Interface
The interface lets experts annotate textual data to help a model
ExSPN-SPFlow
ExSPN: Explaining Sum-Product Networks