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    17 repositories

    • PDGM-Workshop-IITM-2024

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

    • starling.utdallas.edu

      Public
      Development repository for the STARLinG Lab's webpage. Built wtih Jekyll, jQuery, and the minimal-mistakes Jekyll theme.
      jekyll-website
      HTML
      •
      Creative Commons Attribution 4.0 International
      •17•11•1•2•Updated Sep 15, 2023Sep 15, 2023

    • BoostSRL

      Public
      BoostSRL: "Boosting for Statistical Relational Learning." A gradient-boosting based approach for learning different types of SRL models.
      machine-learningpattern-classificationmachine-learning-algorithmsstatistical-learningartificial-intelligence
      Java
      •
      GNU General Public License v3.0
      •21•32•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 human advice for achieving better performance.
      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
      •1•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 this slim version
      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 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.
      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
      Python
      •1•3•0•0•Updated Jun 28, 2018Jun 28, 2018