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probabilistic-reasoning

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april-tools /cirkit

a python framework to build, learn and reason about probabilistic circuits and tensor networks

probabilistic-modeling tractable-models probabilistic-inference probabilistic-circuits probabilistic-machine-learning probabilistic-reasoning tensor-network-decompositions tractable-inference tensor-net

UpdatedNov 6, 2025
Python

ProbabilisticCircuits.jl

Tractables /ProbabilisticCircuits.jl

Probabilistic Circuits from the Juice library

julia tractable-models probabilistic-inference probabilistic-circuits probabilistic-reasoning

UpdatedJun 10, 2024
Julia

april-tools /squared-npcs

Squared Non-monotonic Probabilistic Circuits

probabilistic-models probabilistic-circuits probabilistic-reasoning tractable-inference

UpdatedJan 16, 2025
Python

Periklismant /oPIEC

oPIEC: Online Event Recognition over Noisy Data Streams using the Event Calculus

activity-recognition logic-programming complex-event-processing event-calculus stream-reasoning probabilistic-reasoning complex-event-recognition

UpdatedDec 20, 2024
Prolog

april-tools /is-cqa-complex

Is Comples Query Answering Complex?

question-answering knowledge-graph-embeddings query-answering knowledge-graphs probabilistic-reasoning

UpdatedJun 6, 2025
Python

aartikis /oPIEC

Online Probabilistic Interval-based Event Calculus

logic-programming complex-event-processing data-streams event-calculus stream-reasoning probabilistic-reasoning complex-event-recognition

UpdatedDec 9, 2020
Prolog

yahskapar /LLMs-and-Probabilistic-Reasoning

Data and software artifacts for the EMNLP 2024 (Main) paper "What Are the Odds? Language Models Are Capable of Probabilistic Reasoning"

benchmarking distributions fewshot zeroshot probabilistic-reasoning llm numerical-reasoning llms llm-reasoning emnlp2024 health-reasoning finance-reasoning climate-reasoning

UpdatedSep 30, 2024
Jupyter Notebook

raffaelepojer /NeSy-for-graph-data

A Neuro-Symbolic Approach for Probabilistic Reasoning on Graph Data

machine-learning probabilistic-reasoning neurosymbolic-ai

UpdatedJul 17, 2025
Jupyter Notebook

sileod /nlp-verbal-probabilities-reasoning

Probing handling of verbal probabilities in NLP models

nlp benchmark natural-language english dataset classification language-model natural-language-inference wep probabilities entailment nli verbal logical-reasoning probabilistic-reasoning llm verbal-probabilities

UpdatedMay 24, 2024
Jupyter Notebook

ax-va /Project-BayesianPy

This is a collection of algorithms and models written in Python for probabilistic programming. The main focus of the package is on Bayesian reasoning by using Bayesian networks, Markov networks, and their mixing.

machine-learning machine-learning-algorithms pgm inference bayesian-network probabilistic-programming bayesian-inference bayesian-networks probabilistic-graphical-models bayesian-machine-learning markov-networks probabilistic-reasoning markov-network bayesian-reasoning

UpdatedNov 30, 2024
Python

Michael-MD /Sage

Sage is an intuitive system that uses advanced probability and information theory to refine questions and pinpoint answers. Ideal for enhancing customer service, diagnosing medical conditions, or playing 20 questions, Sage is versatile and adaptable for any set of questions and answers.

machine-learning ai information-theory data-analysis expert-system akinator medical-diagnosis probabilistic-reasoning dynamic-questioning

UpdatedAug 28, 2024
C++

haasonsaas /superforecaster-cli

CLI tool for tracking and improving probabilistic predictions

python cli prediction calibration forecasting probabilistic-reasoning brier-score

UpdatedJun 29, 2025
Python

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