The stdlib from hhy5277

stdlib (/ˈstændərd lɪb/ "standard lib") is a standard library for JavaScript and Node.js, with an emphasis on numerical and scientific computing applications. The library provides a collection of robust, high performance libraries for mathematics, statistics, data processing, streams, and more and includes many of the utilities you would expect from a standard library.

This is the GitHub repository of stdlib source code and documentation. For help developing stdlib, see the development guide.

Features

150+ special math functions.
35+ probability distributions, with support for evaluating probability density functions (PDFs), cumulative distribution functions (CDFs), quantiles, moments, and more.
40+ seedable pseudorandom number generators (PRNGs).
200+ general utilities for data transformation, functional programming, and asynchronous control flow.
200+ assertion utilities for data validation and feature detection.
50+ sample datasets for testing and development.
A plot API for data visualization and exploratory data analysis.
Native add-ons for interfacing with BLAS libraries, with pure JavaScript fallbacks.
A benchmark framework supporting TAP.
REPL environment with integrated help and examples.
Can be bundled using Browserify, Webpack, and other bundlers for use in web browsers.

Resources

External Resources

Prerequisites

Running stdlib requires the following prerequisites:

Node.js: JavaScript runtime (version >= 0.10)
npm: package manager (version > 2.7.0; if Node < 1.0.0, version > 2.7.0 and < 4.0.0; if Node < 6.0.0, version > 2.7.0 and < 6.0.0)

Most functionality in stdlib is implemented exclusively in JavaScript; however, some implementations try to capture performance benefits by using native bindings and/or WebAssembly. While not required to run stdlib, as every stdlib implementation has a JavaScript fallback, the following dependencies are required for building native add-ons, including linking to BLAS and LAPACK libraries:

GNU make: development utility and task runner
GNU bash: an sh-compatible shell
gcc & g++ or Clang: C/C++ compilation and linking (g++ version >= 4.8; clang version >= 3.5, Xcode version >=8.3.1 on OS X)
gfortran: Fortran compilation and linking (version >= 4.8)

While not required to run stdlib, the following dependencies are required for automatically downloading external libraries:

curl, wget, or fetch (FreeBSD): utilities for downloading remote resources

The following external libraries can be automatically downloaded and compiled from source using make:

OpenBLAS: optimized BLAS library
Electron: framework for cross-platform desktop applications

Installation

To install as a library or application dependency,

$ npm install @stdlib/stdlib

To install globally for use as a command-line utility,

$ npm install -g @stdlib/stdlib

which will expose the stdlib command. For example, to see available sub-commands

$ stdlib help

For distributable bundles for use in browser environments or as shared ("vendored") libraries in server environments, see the dist directory and associated guide.

Otherwise, to install as a system library, follow the download, configuration, and installation instructions as described in the development guide.