Merge branch 'FastAPI_transition'

Author: dzaridis

.gitignore

@@ -19,6 +19,7 @@ Guide
 FutureUpdates.txt
 experimentation.ipynb
 Materials2
+app_exe
 # Distribution / packaging
 .Python
 build/

Example/DummyExamples/Test.csv

@@ -0,0 +1,16 @@
+Correlation Limit: 0.8
+Machine Learning Models:
+  Decision Trees: false
+  Logistic Regression: false
+  Multi-Layer Neural Network: false
+  Random Forest: false
+  Stochastic Gradient Descent: false
+  Support Vector Machines: false
+  XGBoost: true
+Metric For Threshold Optimization: Balanced Accuracy
+apply_grid_search:
+  enabled: true
+  type:
+    Exhaustive: false
+    Randomized: true
+number_of_k_folds: 2