Randomness for optimization projects.

Probabilistic distributions.

Exponential distribution based on [inversion method](https://en.wikipedia.org/wiki/Inverse_transform_sampling).

See the [wiki article](https://en.wikipedia.org/wiki/Exponential_distribution).

Factory to create the distribution.

Proxy for kixi-stats distributions.

See the [github repo](https://github.com/MastodonC/kixi.stats).

`(registry)` returns all distributions available in `automaton-optimization`.

They are all implementing the `automaton-optimization.proba.distribution/Distribution` protocol.
Note that you can enrich them with your own distribution implementations if needed.

An uniform distribution, returning a double between `a` and `b`.

An uniform distribution of integers.

PRNG implementation built-in in your platform.

A stateful prng definition.

Statefulness is important to ensure:
* Each call to `rnd` is modifying the state of the prng.
* it is thread safe to use.

Creates a stateful prng based on a stateless one.

Implements PRNG without state.

Use this protocol to wrap some stateless implementations of a `prng`.
To use prng implementing protocol, wraps it again with `PrngStatefulImpl`.

Prng tests.

Adapted from `https://github.com/hugoduncan/criterium/blob/develop/src/criterium/well.clj`.

PRNG stateless implementation based on `xoroshoshiro128` algorithm.

See [xoroshiro128 repo](https://github.com/thedavidmeister/xoroshiro128] for more details.

A sample data stored in memory - a vector.

Functions manipulating set of numbers for probalistic analyzis.

Some functions are inspired from `https://github.com/MastodonC/kixi.stats`.
and optimization tips about `http://hugoduncan.org/criterium/0.4/uberdoc.html`.

Pseudo random number generator.
This protocol hides the complexity of the different random number generator. As many different implementations exists and none superseeds all others.

See [notion page](https://www.notion.so/hephaistox/Pseudo-Random-Number-Generator-1d76651744174b04848c294841e916fc?pvs=4) for the choice of generators.

Contains a list of numerical data

It could be whatever implements the operators: +, *, /, -, 0