Floating Point Python Packages

mpmath

Python library for arbitrary-precision floating-point arithmetic

decimo

An arbitrary-precision integer, decimal, and binary floating-point library for Mojo, written in pure Mojo, with a 128-bit fixed-point decimal type as well.

fpzip

Cython bindings for fpzip, a floating point image compression algorithm.

ieee754

Python module which finds the IEEE-754 representation of a floating point number.

apytypes

APyTypes - Algorithmic data types for Python

zkf

Zubax Kulibin Float (ZKF) -- an efficient floating-point engine for controls & embedded following IEEE 754 sans NaN and subnormals

alp-codec

Python implementation of the ALP (Adaptive Lossless Floating-Point) compression codec for double-precision arrays. Bit-exact compatible with alp-java

structlog-round

A light-weight structlog processor to round floats for prettier logging.

softfloatpy

A Python binding of Berkeley SoftFloat

fixed2float

Fixed point utility library

bitrep

Order-invariant, bit-identical floating-point reductions for Rust. Any order. Any hardware. Same bits.

crival

Floating-point results that are the same bits on every machine: correctly rounded sums and matrix products, neural-network primitives with one answer, the normal distribution, verified linear algebra, correctly rounded fixed-point functions, FP8 and MX math, interval functions, and tools that find machine-dependent results

significantdigits

Solid statistical analysis of Stochastic Arithmetic.

svreal

Synthesizable real number library in SystemVerilog, supporting both fixed- and floating-point formats

num7

num7 - SUPREME PRECISION GENERAL PURPOSE ARITHMETIC-LOGIC DECIMAL LIBRARY PACKAGE

alia-carbon

Same seed. Different GPU. Identical weights. Bit-exact deterministic training across GPU architectures.

binary-fractions

A Python package for floating-point binary fractions. Do math in base 2!

fpq

This python package provides modules for manipulating floating-points quantization.

bcb-deep-equal

Semantic deep-equality for BigCodeBench floating-point outputs. Published on PyPI.

setprecision

Python module providing an easy way to set the precision of a floating-point number to the desired amount of decimal places, or total amount of significant digits.

floaty

Bandages for boto3 floating-point wounds.

pyfloat

Python Library for doings sums, subs, multiplications and divisions without losing precission

mobius-number

Complementary residue arithmetic — 0.1 + 0.2 = 0.3, exactly.

mpmath-with-autoprec-correction-lirikoknessu-fork

Python library for arbitrary-precision floating-point arithmetic