Lib.rs

# 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> {...}

2. 随机向量生成

   使用ndarray的Array1生成指定大小的随机向量

   pub fn randn_vector(size: usize) -> Array1<f64> {...}
   

3. 随机矩阵生成

   使用ndarray的Array2生成指定行和列大小的随机矩阵

   pub fn randn_matrix(rows: usize, cols: usize) -> Array2<f64> {...}
   

4. 多随机矩阵生成

   使用ndarray的Array2生成指定行、列和模拟数量的随机矩阵向量

   pub fn randn_matrices(rows: usize, cols: usize, sims: usize) -> Vec<Array2<f64>> {...}
   

使用方法

要在项目中使用RandN库，请在Cargo.toml依赖项中包含它，然后在Rust代码中导入必要的函数。

贡献

欢迎为RandN库做出贡献！请在GitHub仓库上打开一个issue或提交一个pull request。

许可

此库根据MIT许可证许可。