Crate ndim

Description

NDim is an open-source Rust library for n-dimensional array storage, similar to NumPy in Python and ndarray in Rust. It aims to assist in scientific computation by providing efficient and flexible n-dimensional array data structures and operations. The library is designed to be performant and easy to use, making it an excellent choice for high-performance computing tasks in Rust.

Note: This project is still under development, and contributions are welcome!

Features

• N-Dimensional Array Storage: Efficient storage and manipulation of n-dimensional arrays.
• Generic Data Types: Supports various numeric types, including integers and floating-point numbers. Basic Array Operations: Provides basic operations such as array creation, indexing, and element-wise operations.

Upcoming Features

• Fancy printing: Print the n-dimensional array conforming to its shape.
• Axes mutation: Change values of the n-dimensional array in an axis and much more with axes.
• Mapping and other looping support: Loop over the n-dimensional array by using (viz.) map, reduce, filter, etc. methods.
• BLAS Support: Integration with Basic Linear Algebra Subprograms (BLAS) for advanced linear algebra operations.

Installation

Add the following to your Cargo.toml:

[dependencies]
ndim = { git = "https://github.com/noobsiecoder/ndim.git" }

Usage

Here’s a simple example of how to use NDim:

use ndim::core::NdArray;

fn main() {
    // Create an NdArray filled with a specific value
    let shape = [3, 2];
    let array = NdArray::<i32, 2>::zeros(shape);

    // Print the array
    for i in 0..array.shape()[0] {
        for j in 0..array.shape()[1] {
            println!("{}", array[[i, j]]); // access the value from memory
        }
    }
}

Modules

core

Contains core API to create N-dimensional array and also helps in manipulating the values in its corresponding memory address.