Add distributions, tensor factories, and RNG operators to Bonsai.ML.Torch#79
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…e distributions namespace
…ed seed generator, as well as other random number factory methods
…lements arriving from input sequence
…l RNG and added `ManualSeed` to set global state and return
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This PR introduces new operators that support creation of tensors filled with random values, explicitly managing random number generation with reproducible seeds, as well as methods for interacting with probability distributions, such as drawing samples, computing probabilities, etc. These methods add to the existing
Bonsai.ML.Torchpackage and generally introduce probabilistic functionality from Torch using tensor operators.The PR in #77 should be merged first before this one.