Libraries

FPy provides a standard library of numerical functions.

Overview

The standard library is organized into the following modules:

• base: FPy without standard libraries

• core: Core numerical operations and utilities

• eft: Error-free transformations for basic arithmetic operations

• vector: Vector operations including norms, dot products, and more

• matrix: Matrix operations including linear algebra routines

• metrics: Common error metrics and condition numbers

Libraries

• Core Library
  • Splitting Functions
  • Predicates
  • Exponent Functions
  • Context Operations
• Error-Free Transformations (EFT)
  • Splitting
  • Addition
  • Multiplication
  • Fused Multiply-Add (FMA)
• Vector Operations
  • Construction
  • Element-wise Operations
  • Products
  • BLAS-like Operations
  • Norms
  • Normalization
  • Similarity and Distance
  • Statistics
• Matrix Operations
  • Construction
  • Predicates
  • Element-wise Operations
  • Matrix Multiplication
  • Matrix Transformations
  • Row and Column Operations
  • Matrix Properties
  • Norms
  • Element Statistics
• Metrics
  • Error Metrics