v0.3.7

🎉 We're happy to announce the PyEPO 0.3.7 release. 🎉

We're thrilled to bring you some exciting new features in this release:

We add an autograd module pyepo.func.adaptiveImplicitMLE, which uses the perturb-and-MAP framework and adaptively chooses the interpolation step size. This module samples noise perturbation from a Sum-of-Gamma distribution, subsequently interpolating the loss function for a more precise finite difference approximation. There is the corresponding paper Adaptive Perturbation-Based Gradient Estimation for Discrete Latent Variable Models. See details in our docs.

We're eager for you to test these out and share your feedback with us. As always, thank you for being a part of our growing community!