v0.3.0
We're happy to announce the 0.3.0 release.
Thank @ijskar to add new end-to-end predict-then-optimize methods: noise contrastive estimation and learning to rank. We add modules pyepo.func.NCE
, pyepo.func.pointwiseLTR
, pyepo.func.pairwiseLTR
and pyepo.func.listwiseLTR
. See details in our docs.
There are the corresponding papers Contrastive losses and solution caching for predict-and-optimize and Decision-focused learning: through the lens of learning to rank.