Randn Rust Library

The Randn Rust library provides utilities for generating random vectors, matrices, and a list of matrices with values sampled from the standard normal distribution. It leverages the power of parallel processing to efficiently generate large sets of data.

Dependencies

This library is built upon a set of Rust crates:

rand and rand_distr for random number generation.
nalgebra for vector and matrix operations.
rayon for parallel computing capabilities.

Features

Parallel Random Data Generation

The library uses parallel processing to generate random numbers faster:
```
fn parallel_randn(size: usize) -> Vec<f64> {...}
```
Random Vector Generation

Generates a random vector of the specified size:
```
pub fn randn_vector(size: usize) -> DVector<f64> {...}
```
Random Matrix Generation

Generates a random matrix of the specified rows and columns sizes:
```
pub fn randn_matrix(rows: usize, cols: usize) -> DMatrix<f64> {...}
```
Generation of Multiple Random Matrices

Generates a vector of random matrices of specified rows, columns, and number of simulations:
```
pub fn randn_matrices(rows: usize, cols: usize, sims: usize) -> Vec<DMatrix<f64>> {...}
```

Usage

To use the RandN library in your project, include it in your Cargo.toml dependencies and then import the necessary functions in your Rust code.

Contribution

Contributions to the RandN library are welcomed! Please open an issue or submit a pull request on the GitHub repository.

License