pure pytorch transformers #25
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starting with a simple implementation of transformer encoders and decoders.
vendored implementations (e.g. HuggingFace) will be easier to add once there is something working to compare to.
refactoring
cortex/model/rootto improve code reuse betweenConv1dRootandTransformerEncoderRootis out of scope for this PR.