Add Statistics functions
- Dominant language
- Julia
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Description
As mentioned by user ogiod on discourse [here](https://discourse.julialang.org/t/statistics-functions-on-gpu/42245) we still lack some statistical functions.
We still need to implement
- [x] `cor`
- [x] `cov`
- [ ] `median` : Scalar operation when dims is mentioned
- [ ] `middle` : Implement extrema function
- [ ] `quantile` : Probably need sort for this
Base's Statistics can be found here : [https://github.com/JuliaLang/Statistics.jl/blob/master/src/Statistics.jl](https://github.com/JuliaLang/Statistics.jl/blob/master/src/Statistics.jl)
CUDA.jl's Statistics can be found here : [https://github.com/JuliaGPU/CUDA.jl/blob/master/src/statistics.jl](https://github.com/JuliaGPU/CUDA.jl/blob/master/src/statistics.jl)
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