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added Soliton distribution (#1134)

* added Soliton distribution

* Update src/univariate/discrete/soliton.jl

Co-authored-by: Nick Robinson <npr251@gmail.com>

* Update src/univariate/discrete/soliton.jl

Co-authored-by: Nick Robinson <npr251@gmail.com>

* Update src/univariate/discrete/soliton.jl

Co-authored-by: Nick Robinson <npr251@gmail.com>

* Update src/univariate/discrete/soliton.jl

Co-authored-by: Nick Robinson <npr251@gmail.com>

* Update src/univariate/discrete/soliton.jl

Co-authored-by: Nick Robinson <npr251@gmail.com>

* Update src/univariate/discrete/soliton.jl

Co-authored-by: Nick Robinson <npr251@gmail.com>

* whitespace

* Update src/univariate/discrete/soliton.jl

Co-authored-by: Nick Robinson <npr251@gmail.com>

* Update src/univariate/discrete/soliton.jl

Co-authored-by: Nick Robinson <npr251@gmail.com>

* Update src/univariate/discrete/soliton.jl

Co-authored-by: Nick Robinson <npr251@gmail.com>

* Update src/univariate/discrete/soliton.jl

Co-authored-by: Nick Robinson <npr251@gmail.com>

* show both i and K in error messages checking if i <= K

* replace ArgumentError with DomainError in Soliton constructor

* replace ArgumentError with DomainError in Soliton tau and rho functions

* replace ArgumentError with DomainError in Soliton quantile function

* added missing parentheses to boolean condition

* renamed the Soliton tau and rho functions to soliton_tau and soliton_rho, respectively

* run all Soliton tests in a testset, added more tests

* test insupport for Soliton

* Apply suggestions from code review

- Comments and line spacing
- Avoid type instability in soliton_\tau

Co-authored-by: Mathieu Besançon <mathieu.besancon@gmail.com>

* Apply suggestions from code review
- Line spacing
- Removed unnecessary return type assertions

Co-authored-by: Nick Robinson <npr251@gmail.com>
Co-authored-by: Mathieu Besançon <mathieu.besancon@gmail.com>

5346 of 6533 relevant lines covered (81.83%)

2539689.78 hits per line

Source Files on job 3074.6