Create README.md

Author: mstrand1

README.md

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+# Jax-logistic-regression
+Logistic regression classifier using JAX to support GPU acceleration.
+
+This class is an update of a logistic regression class used in my intro to machine learning course. The major difference is the handling of the gradient descent operations,
+which were rewritten using jax's grad, jit, and vmap functions. The goal with this project is speed - I've found that using JaxReg with GPU acceleration gives a ~15x speed 
+increase over the original class.