Skip to content

v0.11.0
Compare
Choose a tag to compare
@qbphilip qbphilip released this 11 Nov 14:58
· 32 commits to master since this release
v0.11.0
aa39d8a
This commit was created on GitHub.com and signed with GitHub’s verified signature. The key has expired.
GPG key ID: 4AEE18F83AFDEB23
Expired
Learn about vigilant mode.

Changelog:

  • Add expectation-maximisation (EM) algorithm to learn with latent variables
  • Add a new tutorial on adding latent variable as well as identifying its candidate location
  • Allow users to provide self-defined CPD, as per #18 and #99
  • Generalise the utility function to get Markov blanket and incorporate it within StructureModel (cf. #136)
  • Add a link to PyGraphviz installation guide under the installation prerequisites
  • Add GPU support to Pytorch implementation, as requested in #56 and #114 (some issues remain)
  • Add an example for structure model exporting into first causalnex tutorial, as per #124 and #129
  • Fix infinite loop when querying InferenceEngine after a do-intervention that splits
    the graph into two or more subgraphs, as per #45 and #100
  • Fix decision tree and mdlp discretisations bug when input data is shuffled
  • Fix broken URLs in FAQ documentation, as per #113 and #125
  • Fix integer index type checking for timeseries data, as per #74 and #86
  • Fix bug where inputs to the DAGRegressor/Classifier yielded different predictions between float and int dtypes, as per #140
Assets 2
Loading