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Improve performance of fastica #121

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Improve performance of fastica #121

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Commits on Jul 6, 2020

  1. Double performance of fastica 

    This PR takes produces the following timings for my `(2, 485156)` testinput

```
565.305 ms (344 allocations: 37.05 MiB) # baseline
300.948 ms (211 allocations: 37.04 MiB) # inbounds
259.164 ms (192 allocations: 37.03 MiB) # @simd
```
    @baggepinnen
    baggepinnen authored Jul 6, 2020
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