ndarray
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Add `half::f16` and `half::bf16` support
- Closes https://github.com/rust-ndarray/ndarray/issues/1550
- This is a minor implementation, given that is easy to add new float types to ndarray.
- In best-effort, this adds tests/benches whenever both f32 and f64 were tested/benchmarked.
- Adds a feature mention on Readme.