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CITATION.cff
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# This CITATION.cff file was generated with cffinit.
# Visit https://bit.ly/cffinit to generate yours today!
cff-version: 1.2.0
title: gflownet
message: >-
If you use this software, please cite it using the
metadata from this file.
type: software
authors:
- given-names: Alex
family-names: Hernandez-Garcia
email: [email protected]
affiliation: Mila
- given-names: Nikita
family-names: Saxena
- given-names: Alexandra
family-names: Volokhova
- given-names: Michał
family-names: Koziarski
- given-names: Divya
family-names: Sharma
- given-names: Pierre Luc
family-names: Carrier
- given-names: Victor
family-names: Schmidt
- given-names: Joseph
family-names: D Viviano
repository-code: 'https://github.com/alexhernandezgarcia/gflownet'
abstract: >-
This repository implements GFlowNets, generative flow
networks for probabilistic modelling, on PyTorch. A design
guideline behind this implementation is the separation of
the logic of the GFlowNet agent and the environments on
which the agent can be trained on. In other words, this
implementation facilitates the extension with new
environments for new applications. The configuration is
handled via the use of Hydra.
keywords:
- gflownet
- gflownets
- gfn
- python
- pytorch
- generative-flow-networks
- scientific-discovery
- crystal-gfn
license: CC-BY-NC-SA-4.0