From 0e085ac3a904e3c6623289a5bf36a8d98c1fce4c Mon Sep 17 00:00:00 2001 From: "Dr. Kashif Rasul" Date: Tue, 18 May 2021 08:26:11 +0200 Subject: [PATCH 1/2] added unit interval domain map --- pts/modules/distribution_output.py | 1 + 1 file changed, 1 insertion(+) diff --git a/pts/modules/distribution_output.py b/pts/modules/distribution_output.py index 019a9b5..694358d 100644 --- a/pts/modules/distribution_output.py +++ b/pts/modules/distribution_output.py @@ -515,6 +515,7 @@ class ImplicitQuantileOutput(IndependentDistributionOutput): available_domain_map_cls = { "Positive": nn.Softplus, "Real": nn.Identity, + "Unit": nn.Softmax, } assert ( output_domain in available_domain_map_cls.keys() From 87680b18fb5b87dc492c1fc2226991de44b94035 Mon Sep 17 00:00:00 2001 From: Kashif Rasul Date: Mon, 31 May 2021 14:02:37 +0200 Subject: [PATCH 2/2] Update README.md --- README.md | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/README.md b/README.md index c2d080d..dd04a3f 100644 --- a/README.md +++ b/README.md @@ -147,8 +147,7 @@ We have implemented the following model using this framework: Author = {Kashif Rasul and Calvin Seward and Ingmar Schuster and Roland Vollgraf} Title = {{A}utoregressive {D}enoising {D}iffusion {M}odels for {M}ultivariate {P}robabilistic {T}ime {S}eries {F}orecasting}, Year = {2021}, - archivePrefix = {arXiv}, - eprint = {2101.12072}, + journal={International Conference on Machine Learning}, url = {https://arxiv.org/abs/2101.12072}, } ```