From addd782ee6bbaf594730e102720b1ecccf98e02a Mon Sep 17 00:00:00 2001 From: ph_ Date: Sat, 20 May 2023 13:38:25 -0400 Subject: [PATCH] Update README.md --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index f312b24..14b4b6d 100644 --- a/README.md +++ b/README.md @@ -2,7 +2,7 @@ Materials for a technical, nuts-and-bolts course about increasing transparency, fairness, security and privacy in machine learning. -* Lecture 1: Self-explainable Machine Learning Models +* Lecture 1: Explainable Machine Learning Models * Lecture 2: Post-hoc Explanation * Lecture 3: Discrimination Testing and Remediation * Lecture 4: Machine Learning Security @@ -13,7 +13,7 @@ Corrections or suggestions? Please file a [GitHub issue](https://github.com/jpha *** -## Lecture 1: Self-explainable Machine Learning Models +## Lecture 1: Explainable Machine Learning Models ![Histogram, partial dependence, and ICE for a monotonic GBM and a credit card customer's most recent repayment status](/img/ebm.png) **Source:** [Simple Explainable Boosting Machine Example](https://nbviewer.jupyter.org/github/jphall663/GWU_rml/blob/master/lecture_1_ebm_example.ipynb?flush_cache=true) (Jupyter)