Sum Product network Library developed on PyTorch
Clone the repository and import a structure or define your own.
What things you need to install the software and how to install them
Give examples
In the process of uploading the completed package to PyPI so that users can use the package with just
pip3 install pyspn
Right now the library supports the ability to do the following (Examples to come)
- Generative Learning
- Discriminative Learning
- MPE/MAP Queries (Conditional Queries)
- Marginal Queries
In the tests directory, there are tests that can be run for each different feature in the library. Feel free to run it with
pdb to understand the backend of the library better.
- PyTorch - The Deep Learning Framework used
Please read CONTRIBUTING.md for details on our code of conduct, and the process for submitting pull requests to us.
This is by no means an exhaustive list, there were several people involved in the project and all of them are responsible to making this library functional. In no way is this list ordered.
- Lili Mou
- Kevin Daniel Pantasdo Silitonga
- Ben Zhang
- Pranav Subramani
- Allen Wang
- Professor Pascal Poupart
See also the list of contributors who participated in this project.