Added support for automatic tensorboard visualization in fit() #78
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fixes #46
Added a few parameter options to automatically set up tensorboard for all parameters in network passed to the fit() function as well as scalar summary for the passed cost function.
To make this work I have to run
tl.layers.initialize_global_variables(sess)inside the fit() function when tensorboard support is set to True. This is well documented in the code as well.