BayesNet
Bayesian Network Classifiers using libtorch from scratch
Dependencies
The only external dependency is libtorch which can be installed with the following commands:
wget https://download.pytorch.org/libtorch/nightly/cpu/libtorch-shared-with-deps-latest.zip
unzip libtorch-shared-with-deps-latest.zips
Setup
Getting the code
git clone --recurse-submodules https://github.com/doctorado-ml/bayesnet
Release
make release
make buildr
sudo make install
Debug & Tests
make debug
make test
Coverage
make coverage
make viewcoverage
Sample app
After building and installing the release version, you can run the sample app with the following commands:
make sample
make sample fname=tests/data/glass.arff
Models
- TAN
- KDB
- SPODE
- AODE
- BoostAODE
With Local Discretization
- TANLd
- KDBLd
- SPODELd
- AODELd
Diagrams
UML Class Diagram
Dependency Diagram
