BayesFusion, LLC

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BayesFusion, LLC

BayesFusion, LLC

@bayesfusion

BayesFusion provides artificial intelligence modeling and machine learning software based on Bayesian networks.

Pittsburgh, PA Katılım Ağustos 2015
0 Takip Edilen52 Takipçiler
BayesFusion, LLC
BayesFusion, LLC@bayesfusion·
SMILE 2.3 is now available. This version of the library supports equations in dynamic Bayesian networks. The libraries for C++, Python, Java, R and .NET can be downloaded from download.bayesfusion.com. We also maintain repositories for use with Maven and pip.  Please see the download website for more details. Supported Python versions are 3.9 to 3.13.
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BayesFusion, LLC
BayesFusion, LLC@bayesfusion·
GeNIe 5.0, available for download as of this date, is our next big step toward full fusion of Bayesian networks with systems of equations. It allows for continuous nodes inside DBNs (Dynamic Bayesian Networks), specified by means of equations and continuous probability distributions. This allows for building models that mimic systems of difference equations, deriving insightful graphs such as temporal value plots or phase space diagrams. These models are solved not symbolically but rather by simulation, which allows for complete modeling freedom and exploration of dynamic systems with noise. Other new features include Most Probable Explanation (MPE) and bulk update.
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BayesFusion, LLC
BayesFusion, LLC@bayesfusion·
SMILE 2.2 is now available. This version of the library supports new diagnosis algorithms. The libraries for C++, Python, Java, R and .NET can be downloaded from download.bayesfusion.com. We also maintain repositories for use with Maven and pip, see the download website for more details. Supported Python versions are 3.8 to 3.12.
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BayesFusion, LLC
BayesFusion, LLC@bayesfusion·
BayesBox Dashboard provides at-a-glance views of selected key variables that are relevant to a given objective or a business process. Watch our new YouTube video: youtu.be/nlUhedTGUZM
YouTube video
YouTube
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BayesFusion, LLC
BayesFusion, LLC@bayesfusion·
BayesFusion’s model repository at repo.bayesfusion.com offers a collection of example models for our users. We encourage our users to contribute to the user community by making their models available. In case of models described in publications, it is a great way of advertising your work. An on-screen comment that lists the correct reference to the paper in which the model appeared should increase your citation count. Please contact us in case you want to contribute your model to the repository.
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BayesFusion, LLC
BayesFusion, LLC@bayesfusion·
BayesFusion has released Probability Distribution Visualizer (prob.bayesfusion.com), an interactive tool for visualizing expressions with probability distributions through Monte Carlo simulation.
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BayesFusion, LLC
BayesFusion, LLC@bayesfusion·
Starting with version 2.0, SMILE fully supports Macs based on M series (Apple Silicon) ARM CPUs. The C++, Python and Java libraries are available as universal binaries, containing both ARM and x64 code. The wrapper for R is available as separate binaries for ARM and x64.
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BayesFusion, LLC
BayesFusion, LLC@bayesfusion·
We have just released SMILE 2.0 with two new discrete numerical nodes, metalog distribution, and support for GIS/map processing. Get the libraries for C++, Python, Java, R and .NET from download.bayesfusion.com. We also maintain repositories for use with Maven and pip.
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BayesFusion, LLC
BayesFusion, LLC@bayesfusion·
GeNIe 4.0 is now available at download.bayesfusion.com. Most important new features are: - discrete numerical nodes - metalog distribution, including interactive metalog builder tool - geospatial processing - new Distribution Visualizer window
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BayesFusion, LLC
BayesFusion, LLC@bayesfusion·
If you are using jSMILE in a Maven project, you can now add BayesFusion's repository and jSMILE artifact to your pom.xml. For more information, read the "Java and jSMILE / Maven" section in SMILE Wrappers Manual at support.bayesfusion.com/docs/
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