From 5fd42305a170eec89e9e7b6f09301f8808de0322 Mon Sep 17 00:00:00 2001 From: ph_ Date: Sun, 31 May 2020 14:42:29 -0400 Subject: [PATCH 1/3] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index c29ea9f..fc6e0bc 100644 --- a/README.md +++ b/README.md @@ -61,7 +61,7 @@ Corrections or suggestions? Please file a [GitHub issue](https://github.com/jpha ### Lecture 2 Class Materials * [Lecture Notes](tex/lecture_2.pdf) -* [Lecture Video](https://www.youtube.com/watch?v=AYomYeLTGkw) +* [Lecture Video](https://www.youtube.com/watch?v=29wcG5wlRDw) * Software Example: [Global and Local Explanations of a Constrained Model](https://nbviewer.jupyter.org/github/jphall663/GWU_rml/blob/master/lecture_2.ipynb) ### Lecture 2 Suggested Software From cdabfae1fad79b3c0d8155777aaae4550473e6db Mon Sep 17 00:00:00 2001 From: ph_ Date: Sun, 31 May 2020 14:53:55 -0400 Subject: [PATCH 2/3] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index fc6e0bc..e2c9d13 100644 --- a/README.md +++ b/README.md @@ -83,7 +83,7 @@ Corrections or suggestions? Please file a [GitHub issue](https://github.com/jpha * **Post-hoc Explanation Techniques**: * **Interpretable Machine Learning** - [Chapter 5](https://christophm.github.io/interpretable-ml-book/agnostic.html) and [Chapter 6](https://christophm.github.io/interpretable-ml-book/example-based.html) - * [*Towards a Better Understanding of Gradient-based Attribution Methods for Deep Neural Networks*](https://arxiv.org/pdf/1711.06104.pdf) + * [*Toward Better Understanding of Gradient-based Attribution Methods for Deep Neural Networks*](https://arxiv.org/pdf/1711.06104.pdf) * **Links from Lecture**: * [On the Art and Science of Explainable Machine Learning](https://arxiv.org/pdf/1810.02909.pdf) From 63680f54d776f11f8143b3d825f134c8b3fe545f Mon Sep 17 00:00:00 2001 From: ph_ Date: Sun, 31 May 2020 14:54:25 -0400 Subject: [PATCH 3/3] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index e2c9d13..596e8f7 100644 --- a/README.md +++ b/README.md @@ -83,7 +83,7 @@ Corrections or suggestions? Please file a [GitHub issue](https://github.com/jpha * **Post-hoc Explanation Techniques**: * **Interpretable Machine Learning** - [Chapter 5](https://christophm.github.io/interpretable-ml-book/agnostic.html) and [Chapter 6](https://christophm.github.io/interpretable-ml-book/example-based.html) - * [*Toward Better Understanding of Gradient-based Attribution Methods for Deep Neural Networks*](https://arxiv.org/pdf/1711.06104.pdf) + * [*Towards Better Understanding of Gradient-based Attribution Methods for Deep Neural Networks*](https://arxiv.org/pdf/1711.06104.pdf) * **Links from Lecture**: * [On the Art and Science of Explainable Machine Learning](https://arxiv.org/pdf/1810.02909.pdf)