update flux code and add plot #21
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This updates the code the Machine-Learning-with-Gaussian-elimination notebook to use the current Flux api. I also added a plot showing how the MSE between the network weights and the actual weights w decreases as a function of sample size and is impacted by the number of training steps. Fixes #20