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ProbLog is a Probabilistic Logic Programming Language for logic programs with probabilities.
Implementation of the ClausIE information extraction system for python+spacy
Implementation of Spatial Role Labeling using the Spacy NLP framework.
Bayesian Ontology Reasoner
MDP-ProbLog is a framework to represent and solve (infinite-horizon) MDPs specified by probabilistic logic programming.
Symbolic DNN-Tuner is a system to drive the training of a Deep Neural Network, analysing the performance of each training experiment and automatizing the choice of HPs to obtain a network with better performance.
Decima is a proof-of-concept Java implementation of the probabilistic logic programming language ProbLog.
A tool for security assessment of multi-service IoT application deployment in the Fog.
A Jupyter Book template for interactive ProbLog documents
Benchmarks for PFLP, a library for probabilistic programming in Curry, with comparisons to other probabilistic languages
Representation and simulation of MDPs in ProbLog
The code used for the paper: Algebraic Circuits for Decision Theoretic Inference and Learning
Interactive ProbLog code boxes for Sphinx and Jupyter Book.
second cycle first semester