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@starling-lab StARLinG Lab

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    19 repositories

    • starling-lab.github.io

      Public
      Starling Lab Website
      HTML
      •
      Creative Commons Attribution 4.0 International
      •0•0•0•0•Updated Apr 20, 2026Apr 20, 2026

    • starling.utdallas.edu

      Public
      Development repository for the STARLinG Lab's webpage. Built wtih Jekyll, jQuery, and the minimal-mistakes Jekyll theme.
      jekyll-website
      jekyll-website
      HTML
      •
      Creative Commons Attribution 4.0 International
      •18•12•1•2•Updated Dec 15, 2025Dec 15, 2025

    • sharpness-aware-pc

      Public
      Jupyter Notebook
      •
      MIT License
      •0•2•0•0•Updated Dec 9, 2025Dec 9, 2025

    • PDGM-Workshop-IITM-2024

      Public
      Materials for Probabilistic Deep Generative Models Workshop held at IIT Madras, July 3-5 2024.
      Jupyter Notebook
      •
      MIT License
      •1•2•0•0•Updated Jul 17, 2024Jul 17, 2024

    • BoostSRL

      Public
      BoostSRL: "Boosting for Statistical Relational Learning." A gradient-boosting based approach for learning different types of SRL models.
      machine-learningpattern-classificationmachine-learning-algorithms
      machine-learningpattern-classificationmachine-learning-algorithmsstatistical-learningartificial-intelligence
      Java
      •
      GNU General Public License v3.0
      •24•31•20•0•Updated Sep 11, 2023Sep 11, 2023

    • PI_GBM

      Public
      Python
      •0•0•0•0•Updated Sep 8, 2023Sep 8, 2023

    • TPM-Workshop-2023

      Public
      0•1•0•0•Updated May 1, 2023May 1, 2023

    • KIL-CN

      Public
      Knowledge-Intensive learning of Cutset Networks
      Python
      •
      GNU General Public License v3.0
      •1•0•0•0•Updated Apr 26, 2023Apr 26, 2023

    • KiGB

      Public
      Knowledge-intensive Gradient Boosting: A unified framework for learning gradient boosted decision trees for regression and classification tasks while leveraging…
      Python
      •
      GNU General Public License v3.0
      •4•2•0•0•Updated Oct 11, 2022Oct 11, 2022

    • ExSPN-SPFlow

      Public
      ExSPN: Explaining Sum-Product Networks
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •1•0•0•0•Updated Sep 23, 2022Sep 23, 2022

    • RePReL

      Public
      An implementation of the paper Kokel et al. ICAPS 2021, RePReL: Integrating Relational Planning and Reinforcement Learning for Effective Abstraction.
      Python
      •4•1•0•0•Updated Jul 17, 2022Jul 17, 2022

    • DeepRePReL

      Public
      Python
      •
      MIT License
      •1•4•0•0•Updated May 26, 2022May 26, 2022

    • Relational-Boosted-Bandits

      Public
      Code repository for the work Relational Boosted Bandits, AAAI'21
      Python
      •3•1•0•0•Updated Apr 5, 2021Apr 5, 2021

    • JA-Walk-ER

      Public
      Python
      •1•0•0•0•Updated Nov 12, 2019Nov 12, 2019

    • GOCI

      Public
      Guided One-shot Concept Induction
      Java
      •
      GNU General Public License v3.0
      •2•0•0•0•Updated Oct 11, 2019Oct 11, 2019

    • BoostSRL-Lite

      Public
      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…
      Java
      •
      GNU General Public License v3.0
      •2•1•0•0•Updated Aug 2, 2019Aug 2, 2019

    • MLNBoostDB

      Public
      Learning Boosted MLN with in-memory Relational Database integration (Malec et al. ILP 2016). This is an extension where wrapper ensures same command line argume…
      Java
      •
      GNU General Public License v3.0
      •2•0•0•0•Updated Sep 7, 2018Sep 7, 2018

    • Textual_Annotation_Interface

      Public
      The interface lets experts annotate textual data to help a model
      Python
      •
      GNU General Public License v3.0
      •2•0•1•0•Updated Aug 15, 2018Aug 15, 2018

    • RRBM-Tensorflow

      Public
      TensorFlow implementation of "Relational Restricted Boltzmann Machines: A Probabilistic Logic Learning Approach"
      tensorflowmachine-learning-algorithmsbolzmann-machines
      tensorflowmachine-learning-algorithmsbolzmann-machines
      Python
      •1•3•0•0•Updated Jun 28, 2018Jun 28, 2018
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