Expand description
# 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 array operations and representations. (Switched from `ndarray`)
- `rayon` for parallel computing capabilities.
## Features
1. **Parallel Random Data Generation**
The library uses parallel processing to generate random numbers faster:
```rust
fn parallel_randn(size: usize) -> Vec<f64> {...}
-
Random Vector Generation
Generates a random vector of the specified size using ndarray’s
Array1
:pub fn randn_vector(size: usize) -> Array1<f64> {...}
-
Random Matrix Generation
Generates a random matrix of the specified rows and columns sizes using ndarray’s
Array2
:pub fn randn_matrix(rows: usize, cols: usize) -> Array2<f64> {...}
-
Generation of Multiple Random Matrices
Generates a vector of random matrices of specified rows, columns, and number of simulations using ndarray’s
Array2
:pub fn randn_matrices(rows: usize, cols: usize, sims: usize) -> Vec<Array2<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
This library is licensed under the MIT License.
Functions
- Generates a vector of random matrices of specified rows, columns, and number of simulations:
- Generates a random matrix of the specified rows and columns sizes in parallel:
- Generates a random vector of the specified size in parallel: