Probabilistic Circuits from the Juice library
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Jun 10, 2024 - Julia
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probabilistic-reasoning
Here are 9 public repositories matching this topic...
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
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Dec 19, 2024 - Python
Squared Non-monotonic Probabilistic Circuits
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Jul 10, 2024 - Python
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
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Dec 20, 2024 - Prolog
Online Probabilistic Interval-based Event Calculus
logic-programming complex-event-processing data-streams event-calculus stream-reasoning probabilistic-reasoning complex-event-recognition
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Dec 9, 2020 - Prolog
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
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Sep 30, 2024 - Jupyter Notebook
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
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Nov 30, 2024 - Python
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
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May 24, 2024 - Jupyter Notebook
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
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Aug 28, 2024 - C++
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