SAS® IML

A powerful, flexible matrix programming language for interactive and exploratory data analysis.

Understand relationships in complex data using exploratory data analysis. SAS IML software includes hundreds of functions for implementing specialized analyses and algorithms, with the ability to code from open source languages.

High-level programming language

Lets you take a programming approach to matrix-oriented operations and analysis. 

Accessible, cloud-enabled in-memory engine

Uses the SAS Viya engine, which enhances the SAS Platform, providing high availability, fast in-memory processing, the ability to code from open source languages and native cloud support.

Matrix computations

Supports matrix operations, solving linear systems and matrix decompositions.

Numerical analysis

Includes built-in functions for numerical linear algebra, root-finding algorithms, integrals and derivatives, differential equations and interpolation.

Optimization

Enables linear programming and mixed-integer linear programming.

Simulation

Lets you simulate from dozens of built-in distributions – including univariate, multivariate and time series models – and program custom simulations, including regression and spatial models.

Easily translate mathematical formulas into innovative programs for matrix computations, numerical analysis, optimization, simulation, statistics and data analysis. 

SAS IML showing kernel regression on desktop monitor

Easy, efficient programming.

Simple syntax and an extensive function library make it easy to translate mathematical formulas into statistical programming statements. You can implement custom analyses for a variety of applications and even build your own module library. Share your programs and libraries by writing packages, and download programs written by others. 

Interactive exploratory analysis.

Graphically explore data to spot hidden patterns, uncover relationships among variables, understand outliers and identify unusual features in the data. Dynamically linked graphics enable you to select observations in one graph and see those same observations highlighted in all other views of the data.

Optimization and simulation.

Find optimum values for objective functions, subject to constraints. Simulate data, solve linear systems and perform matrix computations. And there's no need to declare or allocate storage for a data matrix, because SAS IML software does this automatically.

SAS Viya

 

이 새로운 솔루션은 폭넓고 깊이 있게 모든 분석 과제를 해결할 수 있는 최첨단 오픈 아키텍처인 SAS Viya를 기반으로 실행됩니다. 단일 클라우드 환경인 SAS Viya는 확장 가능하고 안전할 뿐만 아니라 애자일 IT 환경에 없어서는 안 될 분석 관리 및 거버넌스를 통해 데이터 사이언티스트에서 비즈니스 분석가까지, 그리고 애플리케이션 개발자에서 기업 임원에 이르기까지 누구나 이용할 수 있습니다. 분석 분야를 선도하는 세계적 리더인 SAS와 함께 여러분이 기대해왔던 성능을 경험해보세요.

Explore More on SAS® IML & Beyond

WHITE PAPER

 

Discover how the analytics life cycle takes you from raw data to predictive modeling to automated decisions.

 

Read white paper

CUSTOMER STORY

 

Find out how USG Corp. uses SAS to tackle modern manufacturing challenges for improved efficiency.

 

Read story

WEBINAR

 

Learn how to get the most value from machine learning with automated, collaborative model management and governance processes.

 

Watch webinar

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