🎯An accuracy-first, highly efficient quantization toolkit for LLMs, designed to minimize quality degradation across Weight-Only Quantization, MXFP4, NVFP4, GGUF, and adaptive schemes.

Sum-safe Rounding for Iterables

A JAX implementation of stochastic addition.

Intelligent interface between Python-computed values and your LaTeX work.

Convex body sampling algorithms in Python

Fast, lightweight implementation of the built-in 'round' function

Current python 3's round function uses Banker's rounding, this package will help you to round off numbers the classical way.

Fixes standard random entropy issues and Python's round behavior. A flexible time-based PRNG library with mathematical rounding, distribution diagnostics, and zero dependencies.

A precise library for handling money in Python, with support for multiple currencies, rounding strategies, and allocation methods. Implements Martin Fowler's Money Pattern with 100% test coverage.

Explore direct neighbors and limits of IEEE floating-point values.

a set of helpful rounding tools for simple data analysis in physics at university

Round percentages that add up to 100, such that the rounded percentages also add up to 100 using the largest remainder method

Python3 porting: Stochastic Rounding

Opinionated pretty output of values and their errors rounded based on error.

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.

A simple Python script that reads a list of integers, calculates their square roots, and rounds the results to 4 decimal places.