Updates to make notebook runnable and fix deprecation warnings #461
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Fixes SyntaxError: positional argument follows keyword argument
tfp.mcmc.make_simple_step_size_update_policy() requires num_adaptation_steps as an argument. I am not sure if the correct value is None but it gives the same results as the PyMC3 version of this notebook.
Fixes: to_int32 (from tensorflow.python.ops.math_ops) is deprecated and will be removed in a future version. Instructions for updating: Use tf.cast instead.
The original implementation will throw a shape error when N>1
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Commit d39fa93 makes this notebook runnable. The rest are deprecation fixes.