From 92b51580dc12c889ca81737bb290fb6532801964 Mon Sep 17 00:00:00 2001
From: noah <noah@theschricks.com>
Date: Mon, 10 Apr 2023 10:49:51 -0500
Subject: [PATCH] R skeleton

---
 .gitignore                    |  4 ++++
 CS-7863-Sci-Stat-Proj-6.Rproj | 13 +++++++++++
 Schrick-Noah_Homework-6.R     | 42 +++++++++++++++++++++++++++++++++++
 3 files changed, 59 insertions(+)
 create mode 100644 .gitignore
 create mode 100644 CS-7863-Sci-Stat-Proj-6.Rproj
 create mode 100644 Schrick-Noah_Homework-6.R

diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..5b6a065
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,4 @@
+.Rproj.user
+.Rhistory
+.RData
+.Ruserdata
diff --git a/CS-7863-Sci-Stat-Proj-6.Rproj b/CS-7863-Sci-Stat-Proj-6.Rproj
new file mode 100644
index 0000000..8e3c2eb
--- /dev/null
+++ b/CS-7863-Sci-Stat-Proj-6.Rproj
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+Version: 1.0
+
+RestoreWorkspace: Default
+SaveWorkspace: Default
+AlwaysSaveHistory: Default
+
+EnableCodeIndexing: Yes
+UseSpacesForTab: Yes
+NumSpacesForTab: 2
+Encoding: UTF-8
+
+RnwWeave: Sweave
+LaTeX: pdfLaTeX
diff --git a/Schrick-Noah_Homework-6.R b/Schrick-Noah_Homework-6.R
new file mode 100644
index 0000000..026ab47
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+++ b/Schrick-Noah_Homework-6.R
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+# Project 6 for the University of Tulsa's CS-7863 Sci-Stat Course
+# Penalized Machine Learning
+# Professor: Dr. McKinney, Spring 2023
+# Noah L. Schrick - 1492657
+
+# 1. Penalized Regression and Classification
+## a. Modified Ridge classification for LASSO penalties
+
+## Add cross-validation to tune penalty param
+
+## Use npdro simulated data to test
+
+## Compare with Ridge
+
+## Compare with Random Forest
+
+## Compare with glmnet
+
+### Alpha = 0
+
+### Alpha = 1
+
+## b. Repeat comparison using a graph with clusters
+
+## c. Use npdro and igraph to create knn
+
+## Plot network
+
+## d. Add Laplace graph penalty
+
+## Find resulting beta coeffs
+
+## Optimize or choose value for lambda2
+
+## Compare to a) and b)
+
+# 2. Gradient Descent
+## Write fn with learning param
+
+## Solve Rosenbrock function minimum
+
+## Add momentum term
\ No newline at end of file