Rounding Python Packages

auto-round

A simple and effective post training quantization toolkit for high-accuracy low-bit LLM inference|简洁且高效的后训练量化工具包

iteround

Sum-safe Rounding for Iterables

auto-round-nightly

A simple and effective post training quantization toolkit for high-accuracy low-bit LLM inference|简洁且高效的后训练量化工具包

auto-round-lib

A simple and effective post training quantization toolkit for high-accuracy low-bit LLM inference|简洁且高效的后训练量化工具包

auto-round-hpu

A simple and effective post training quantization toolkit for high-accuracy low-bit LLM inference|简洁且高效的后训练量化工具包

pycustomrand

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

auto-round-kernel

A simple and effective post training quantization toolkit for high-accuracy low-bit LLM inference|简洁且高效的后训练量化工具包

pyclassicround

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

round-using-error

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

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.

moneyx

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.

resultwizard

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

larzmoney

Exact, penny-perfect money for Python. Integer minor units, never a float. Zero dependencies.

round-percentages

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

auto-around

PTQ-Level Efficiency, QAT-Level Accuracy|训练后量化的效率，量化感知训练的精度