probabilistic-logic-programming

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ML-KULeuven /problog

ProbLog is a Probabilistic Logic Programming Language for logic programs with probabilities.

prolog probabilistic-programming probabilistic problog probabilistic-inference probabilistic-logic-programming aproblog dtproblog lfi-problog

UpdatedSep 23, 2025
Python

friguzzi /cplint

Star83

cplint is a suite of programs for reasoning with probabilistic logic programs

machine-learning prolog probabilistic-programming logic-programming inductive-logic-programming probabilistic-logic-programming

UpdatedJan 20, 2026
Prolog

kamel-usp /dpasp

Star29

Differentiable probabilistic answer set programming

probabilistic-programming logic-programming answer-set-programming probabilistic-logic-programming credal-sets neurosymbolic-ai

UpdatedJun 23, 2025
C

friguzzi /bddem

Star12

bddem is a SWI-Prolog pack for using Binary Decision Diagrams

c prolog binary-decision-diagrams cudd inductive-logic-programming probabilistic-logic-programming

UpdatedAug 30, 2025
C

jasonfilippou /Prob-EC

Star7

A probabilistic version of the Event Calculus logic programming engine, developed during my time at NCSR "Demokritos", Athens, Greece.

prolog logic-programming probabilistic-graphical-models knowledge-representation statistical-relational-learning event-recognition probabilistic-logic-programming event-forecasting

UpdatedOct 14, 2013
Prolog

SirSail /tensor-logic-ai-pytorch

Star1

Minimal Tensor Logic AI engine in PyTorch – Datalog reasoning as tensor operations (einsum) and neural networks in one framework.

python machine-learning deep-learning pytorch datalog logic-programming tensor-algebra differentiable-programming probabilistic-logic-programming einsum paper-implementation neuro-symbolic neurosymbolic probabilistic-logic neuro-symbolic-ai research-code tensor-logic tensor-logic-ai datalog-reasoning

UpdatedDec 6, 2025
Python

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