statistical-relational-learning

There are 3 repositories under statistical-relational-learning topic.

Mehran-k / SimplE
SimplE Embedding for Link Prediction in Knowledge Graphs
knowledge-graph knowledgebase link-prediction knowledge-graph-completion knowledge-graph-embeddings relational-learning tensor-factorization tensorflow knowledge-base knowledge-base-completion statistical-relational-learning starai
Language:Python 143
srlearn
srlearn / srlearn
☕ A Python library for gradient-boosted statistical relational models / learning probabilistic relational programs.
relational-learning statistical-relational-learning relational-dependency-network rdn relational-reasoning starai statistical-relational-ai program-induction
Language:Python 31
crunchiness / lernd
Lernd is ∂ILP (dILP) framework implementation based on Deepmind's paper Learning Explanatory Rules from Noisy Data.
deepmind explainability explainable-ai explainable-ml forward-chaining ilp interpretability machine-learning machine-learning-research neuro-symbolic-learning statistical-relational-learning
Language:Python 24
jpfeiffe / rmllib
Relational machine learning library for scalable learning / inference on social networks
python relational-machine-learning statistical-relational-learning variational-inference social-network-analysis
Language:Python 8
srlearn / SRLBoost
⚡ SRLBoost: BoostSRL but ¼ the size and twice the speed. Refactor for srlearn's core.
statistical-relational-learning relational-reasoning relational-dependency-network markov-logic-network mln
Language:Java 6
jasonfilippou / Prob-EC
A probabilistic version of the Event Calculus logic programming engine, developed during my time at NCSR "Demokritos", Athens, Greece.
prolog probabilistic-graphical-models statistical-relational-learning logic-programming probabilistic-logic-programming knowledge-representation event-recognition event-forecasting
Language:Prolog 5
srlearn / relational-datasets
Python package for fetching and using srlearn-compatible relational datasets.
statistical-relational-learning inductive-logic-programming datasets relational-learning
Language:Python 4
hayesall / rfgb
🐍🚧 Experimental tool for SRL learning in Python. For something more stable, see: https://github.com/srlearn/srlearn
relational-learning statistical-relational-learning
Language:Python 3
hayesall / srlearn-StarAI-2020-workshop
StarAI Workshop 2020 - srlearn: A Python Library for Gradient-Boosted Statistical Relational Models
supplemental-materials starai workshop statistical-relational-learning statistical-relational-ai starai2020 starai-2020 software-in-science
Language:TeX 3
kaivalyar / pracmln
GSoC 2018: Markov Logic Networks in Cython
markov-logic-network pracmln statistical-relational-learning artificial-intelligence cython machine-learning
Language:Python 2
srlearn / datasets
srlearn-compatible relational datasets
relational-learning statistical-relational-learning inductive-logic-programming datasets
Language:Shell 2
srlearn / RelationalDatasets.jl
Julia package for fetching and using srlearn-compatible relational datasets.
statistical-relational-learning inductive-logic-programming datasets relational-learning
Language:Julia 2