What is Bayes Server?
Bayes Server™ is powerful predictive modeling software used in the fields
of Machine Learning, Time Series Analysis, Pattern Recognition, Data Mining and
Bayes Server™ uses Bayesian networks and
Dynamic Bayesian networks to perform
tasks such as Classification, Regression, Time Series prediction, Segmentation/Clustering,
Density estimation, anomaly detection, Decision Support, reasoning, multivariate
data analysis and much more.
Bayes Server™ includes a User Interface and API for building and visualizing
models, learning models from data, sampling data, charting, and building complex
probability queries, including time series predictions.
Bayes Server 5 (Beta)
Bayes Server 5 (Beta) is now available for download.
What's new in Bayes Server 5?
New Java API - tested on Linux, Mac OS X and Windows.
Updated .NET API - now runs on Linux, Mac OS X and Windows.
Structural learning algorithm (supports discrete, continuous and hybrid networks, and dynamic Bayesian networks for time series and sequence models).
Noisy nodes - including efficient inference and parameter learning.
Two new approximate inference algorithms.
Comparison queries to highlight insight.
Value of information.
Tree width calculator