All notable changes to this project will be documented in this file.
Unreleased - 2020-10-12
- Nothing relevant has been added yet
- Nothing relevant has been changed yet
- Nothing relevant has been removed yet
- UMC's Falls Network Model as one of the preloaded examples
- UI changes: new button for Falls Network
- Increased number of iterations on queries to provide more stable results
- Unused query function in the utilities script
- Removed all the gRain dependencies due to insurmountable conflicts when deploying
1.0.2 - 2020-02-12
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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.
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Changelog
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Bug fix: a mismatch of variable names was causing troubles with the edges (i.e. arcs) of the network.
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UI changes:
- ADFICE-IT Logo
- Nothing relevant has been removed
1.0.1 - 2020-02-07
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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.
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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.
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UI Improvement:
- Credits to ZonMv and UMC
- Upload/Download/Screen/Info top-right floating panel
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Readme
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Toy datasets in data folder
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Pretrained car insurance network as example
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Try-catch network to avoid dumb crashes
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AGPLv3.0 license
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File loading: only edges + data, nodes file not necessary
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UI changes:
- Logo
- Button colors
- Size of the popup panels
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Project's folders structure
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Some functions have been moved from server.R to utilities.R for consistency
- Nothing relevant has been removed
<1.0.1 - 2020-01-09
- Bayesian Network app backbone imported from a private repository
- Nothing relevant has been changed
- Nothing relevant has been removed