BayesiaLab 5.4: New Features & Updates (02/2015)

Here is a small selection of the new or updated features released in BayesiaLab 5.4:

• The BayesiaLab WebSimulator  is a new web application that allows you to share interactive models with your audience, without having to install any software on their computer.
• Data Perturbation is a new learning algorithm that takes into account the specificities of Data Perturbation for machine learning.
• Generate Virtual Database is now available for incorporating prior knowledge into the machine learning process.
• A new Node Exclusion Mode allows you to hide any excluded nodes.
• There is now an Aggregation Generator within the Node Editor for manually or automatically defining new aggregated states once the data is already loaded.
• Export a Network for a Subset of Experts allows you to choose a subset of experts for generating a network’s parameters (BEKEE ).
• The new Network Temporalization function creates temporal clones as lagged variables.
• Multi-Quadrant Analysis can now utilize Unsupervised Structural Learning algorithms and Supervised Learning algorithms.
• The Radial Layout function can utilize the strength of the links/nodes to order nodes clockwise within the layout.
• BayesiaLab can now directly communicate with Bayesia License Server to check if a newer version is available for download.