Advanced BAYESIAN NETWORK software

Use data and/or experts to make predictions, detect anomalies, make decisions under uncertainty, perform diagnostics and automatically discover insight.

BAYESIAN NETWORK SOFTWARE

Build data driven solutions to complex problems and optionally capture expert opinion using Bayesian networks. Advanced technology often used in military and aerospace, that is transforming a wide range of sectors ranging from finance to health.

Descriptive analytics

Bayes Server™ goes one step further with automated descriptive analytics, enabling the automatic extraction of insight from data.

Predictive analytics

Bayes Server™ not only supports prediction based on complex and hidden relationships in data, but also allows reasoning from outputs to inputs, diagnostics, anomaly detection & time series.

Prescriptive analytics

Bayes Server™ models can include costs and decisions, that make decision making possible when uncertainty is present (Decision Graphs).

FEATURES

User interface and APIs

Cross platform .NET & Java APIs
Integrates with Python, R, Matlab, Apache Spark

Time series & sequences

Multivariate, mixtures, anomaly detection

Fast inference

Over a decade of research

Hybrid networks

Discrete, continuous & time series

Learning from data

Parameter learning
Missing data
Structural learning

Online learning

Discrete variables
Missing data & latent variables

Rich queries

e.g. P(X,Y[t+3],Y[t+4] | Z)
Log-likelihood
Most probable explanation

Latent variables

Discrete & Continuous

Decision graphs

LIMIDS
Costs are distributions
Joint cost queries

Noisy nodes

Including learning from data

Parameter analysis

Parameter tuning
Sensitivity to parameters

BAYES SERVER 7.10

RELEASED NOVEMBER 13, 2016

New in 7

Decision making under uncertainty (Decision Graphs)

Online learning (adaptation)

Parameter tuning

Sensitivity to parameters

Decision graphs with discrete & continuous nodes

Multivariate profit/cost queries

A FEW OF OUR CUSTOMERS