The BNMA BN Repository

This repository is a resource for posting and downloading Bayesian network models for sharing with others and for providing supporting material for publications. Please respect authors' rights where noted.

Reporting standards for BNs: Document your DAG, causal model or BN via our reporting standards.

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4 BNs found.

Bayesian Network Fusion of Large Language Models for Sentiment Analysis

This Bayesian Network is part of the Bayesian Network LLM Fusion (BNLF) framework, which integrates predictions from FinBERT, RoBERTa, and BERTweet for financial sentiment analysis. It models probabilistic dependencies among LLM outputs and corpus features to enable interpretable and robust sentiment inference across financial datasets.

Rasoul Amirzadeh, Dhananjay Thiruvady, Fatemeh Shiri
GeNIe 2.0 XML format
Technology
Causal Modelling of Cryptocurrency Price Movements Using Discretisation-Aware Bayesian Networks

This Bayesian Network models the key drivers of price movements for six major cryptocurrencies, Bitcoin, Ethereum, Binance Coin, Ripple, Litecoin, and Tether, by integrating macro-financial indicators and social media factors. Built using a structured discretisation pipeline, it enables coin-specific causal analysis to uncover financial and behavioural influences.

Rasoul Amirzadeh
GeNIe 2.0 XML format
Amirzadeh, R., Nazari, A., Thiruvady, D. & Ee, M. (2023) Modelling determinants of cryptocurrency prices: a Bayesian network approach. Available at SSRN: https://ssrn.com/abstract=4403923, 4403923
Technology
35mm B&W Film risk rating 240319 EM

Provides risk ratings for prioritizing which U.S. National Archives and Records Administration records to preserve and archive, for 35mm B&W films.

Bruce G. Marcot
Netica .dne format
Technology
SR NOR Latch

An SR latch is one of the simplest kinds of electronic memory that can be built with logic gates. See <en.wikipedia.org...> for more information.

Set the evidence for 'R' (Reset) and 'S' (Set) to 'False' for all time steps. Then enter a 'True' in 'S' (Set) for time step 3. The 'output' of NOR1 will be locked to True thereafter. (You can then set 'R' to 'True' in a later timestep to clear it.) Requires GeNIe.

Steven Mascaro
GeNIe 2.0 XML format
Technology