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CHANGELOG.md

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Changelog

All notable changes to this project will be documented in this file.

Unreleased - 2020-10-12

Added

  • Nothing relevant has been added yet

Changed

  • Nothing relevant has been changed yet

Removed

  • Nothing relevant has been removed yet

[1.0.3] - 2020-10-12

Added

  • UMC's Falls Network Model as one of the preloaded examples

Changed

  • UI changes: new button for Falls Network
  • Increased number of iterations on queries to provide more stable results

Removed

  • Unused query function in the utilities script
  • Removed all the gRain dependencies due to insurmountable conflicts when deploying

1.0.2 - 2020-02-12

Added

  • Arcs suggestion: when the BN is created from the data, the app may suggest some additional connections that were absent in the user-defined dag but have emerged from data-driven structure learning. The square brackets shows the strength of the proposed arcs, i.e. proportion of times an arc have been discovered among the bootstrapped structures.

  • Changelog

Changed

  • Bug fix: a mismatch of variable names was causing troubles with the edges (i.e. arcs) of the network.

  • UI changes:

    • ADFICE-IT Logo

Removed

  • Nothing relevant has been removed

1.0.1 - 2020-02-07

Added

  • CPT View: a button in the side menu allows to inspect the values of Conditional Probability Tables of each node. CPTs are read only and can't be edited.

  • Basicpipeline: a R script that relies only upon the bnlearn package showing the standard pipeline to learn and query a discrete Bayesian network. No shiny (thus no graphics) involved.

  • UI Improvement:

    • Credits to ZonMv and UMC
    • Upload/Download/Screen/Info top-right floating panel
  • Readme

  • Toy datasets in data folder

  • Pretrained car insurance network as example

  • Try-catch network to avoid dumb crashes

  • AGPLv3.0 license

Changed

  • File loading: only edges + data, nodes file not necessary

  • UI changes:

    • Logo
    • Button colors
    • Size of the popup panels
  • Project's folders structure

  • Some functions have been moved from server.R to utilities.R for consistency

Removed

  • Nothing relevant has been removed

<1.0.1 - 2020-01-09

Added

  • Bayesian Network app backbone imported from a private repository

Changed

  • Nothing relevant has been changed

Removed

  • Nothing relevant has been removed