JuliaStats / Distributions.jl / 1963

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Add DiscreteNonParametric distribution (#634)

* Add Generic discrete distribution

* Convert modes to explicit loop

* Add uniqueness check for values in Generic constructor

* Convert Generic's support to an AbstractVector

* Convert Categorical to a type alias of Generic

* Add Generic mgf and cf

* Add Generic fit and sufficient statistic methods

* Easy 0.7 fixes

* Updates for Random in 0.7 and tests passing

* Fix 0.7 constructor dispatch

* Fix weighted suffstats and minor changes

* Rename Generic to DiscreteNonParametric

* Add documentation for DiscreteNonParametric

* Generalize probability vector type for DiscreteNonParametric and Categorical, fix #743

* Generalize DiscreteNonParametric/Categorical samplers

* Further specialize support of Categorical

* Partially support test_distr with DiscreteNonParametric

216 of 216 new or added lines in 7 files covered. (100.0%)

2930 of 4943 relevant lines covered (59.28%)

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