kochkinaelena/branchLSTM

Set hyperopt seed

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Hyperopt has the option to initialise its internal RNG via the rstate argument, which isn't set at present (rng_seed in the list of hyperparameter options is used by Lasagne). If we explicitly set rstate, can we reliably obtain the same set of hyperparameters from the optimisation process?

793612c adds the ability to specify the seed for hyperopt using the --hseed option when running outer.py.