From 653165825f91ff8ff5b26714cfe36bef6a0e38cb Mon Sep 17 00:00:00 2001
From: Omar Santos <santosomar@gmail.com>
Date: Mon, 4 Sep 2023 22:42:10 -0400
Subject: [PATCH] Create ideas.txt

---
 .../ML_Fundamentals/ai_generated/ideas.txt    | 21 +++++++++++++++++++
 1 file changed, 21 insertions(+)
 create mode 100644 ai_security/ML_Fundamentals/ai_generated/ideas.txt

diff --git a/ai_security/ML_Fundamentals/ai_generated/ideas.txt b/ai_security/ML_Fundamentals/ai_generated/ideas.txt
new file mode 100644
index 0000000..20da7fa
--- /dev/null
+++ b/ai_security/ML_Fundamentals/ai_generated/ideas.txt
@@ -0,0 +1,21 @@
+Decision Trees
+Support Vector Machines (SVM)
+Neural Networks   
+Naïve Bayes
+k-Nearest Neighbors (k-NN)
+Gradient Boosting Machines (GBM)
+Random Forests
+DBSCAN
+Gaussian Mixture Models (GMM)
+Principal Component Analysis (PCA)
+Independent Component Analysis (ICA)
+t-SNE
+Latent Dirichlet Allocation (LDA)
+Association Rules (Apriori, FP-Growth)
+Policy Gradients
+Actor-Critic Methods
+Proximal Policy Optimization (PPO)
+Monte Carlo Tree Search (MCTS)
+SARSA
+Temporal Difference Learning (TD Learning)
+Trust Region Policy Optimization (TRPO)