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Tools/LinearModelTraining/README.md

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+#  LinearModelTraining
+
+A command line tool that creates a Model that represents:
+
+    f(x) = mx + b
+    
+and trains it against an unknown linear function.  Very
+simple but illustrates:
+
+- a very simple model with parameters
+- a loss function
+- the gradient
+- use of an optimizers
+- the training loop