Binning Python Packages

optbinning

Optimal binning: monotonic binning with constraints. Support batch & stream optimal binning. Scorecard modelling and counterfactual explanations.

timehash

An algorithm for creating user configurable, variable-precision sliding windows of time. Useful for binning time values in large collections of data.

autocarver

Automatic optimal discretization pipeline

scorecardpy

Scorecard Development in python, 评分卡

eclipsebin

EclipseBin is a Python package designed for binning light curves of eclipsing binary stars using a non-uniform binning scheme. The package focuses on better capturing the details of eclipses by allocating more bins within the eclipse regions, making it ideal for light curves with narrow eclipses.

remag

Recovery of high-quality eukaryotic genomes from complex metagenomes

aviary-genome

A hybrid assembly and MAG recovery pipeline (and more!)

pandexo-engine

No description available

binning-refiner

Binning_refiner

graphbin

GraphBin: Refined binning of metagenomic contigs using assembly graphs.

pynmranalysis

A Python Toolbox for preprocessing and analysing NMR data

graphbin2

GraphBin2: Refined and Overlapped Binning of Metagenomic Contigs Using Assembly Graphs

dqtui

Scoring-style tree binning + PSI (numeric & categorical) + pairwise z-score bin stability over time, in an interactive UI. CLI for CI / cron. Live demo: https://dqt.gorev.space

pyyamb

Python implementation of YAMB (Yet Another Metagenome Binner)

credit-scoring-toolkit

A Python package designed as a credit scoring toolkit.

pickbuckets

Portable, human-readable bucketing rules for Python data workflows.

simplebins

A lightweight Python package to discretize numeric values into bins, similar to pandas.cut(), but simpler and more intuitive.

usmerge

A tool package for one-dimensional data clustering.

scatterbin

Adjustable binning of scatter plot data

wai-bynning

Python library for binning data, generating cross-validation fold pairs and random splits from data.