Merge pull request #12 from jphall663/glm_mgbm_gbm

Glm -> mgbm -> gbm
jphall663 · Apr 30, 2020 · 4bc69af · 4bc69af
2 parents 9baf382 + d708fe8
commit 4bc69af
Show file tree

Hide file tree

Showing 4 changed files with 14,919 additions and 0 deletions.
diff --git a/.gitignore b/.gitignore
@@ -5,3 +5,6 @@ dt_surrogate_mojo.png
 tree*.png
 *.zip
 env*
+*.xml
+*.iml
+*.pyc
diff --git a/README.md b/README.md
@@ -22,6 +22,7 @@ The notebooks can be accessed through:
 * [Manual installation (Advanced)](https://github.com/jphall663/interpretable_machine_learning_with_python#manual-installation)
 
 #### Further reading:
+* [*A Responsible Machine Learning Workflow with Focus on Interpretable Models, Post-hoc Explanation, and Discrimination Testing*](https://www.mdpi.com/2078-2489/11/3/137)
 * [*An Introduction to Machine Learning Interpretability, 2nd Edition*](https://www.h2o.ai/wp-content/uploads/2019/08/An-Introduction-to-Machine-Learning-Interpretability-Second-Edition.pdf)
 * [*On the Art and Science of Explainable Machine Learning*](https://arxiv.org/pdf/1810.02909.pdf)
 * [*Proposals for model vulnerability and security*](https://www.oreilly.com/ideas/proposals-for-model-vulnerability-and-security)