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

remag

Recovery of eukaryotic genomes using contrastive learning. A specialized metagenomic binning tool designed for recovering high-quality eukaryotic genomes from mixed prokaryotic-eukaryotic samples.

bayesbin

Exact Bayesian binning of rates: piecewise-constant rates with error bars, change points and the evidence for every number of bins, summed over all segmentations (Endres, Oram, Schindelin & Földiák 2008). NumPy/SciPy, optional numba.

pandexo-engine

A Community Tool for Transiting Exoplanet Science with the JWST & HST

aviary-genome

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

pynmranalysis

A Python Toolbox for preprocessing and analysing NMR data

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.

binning-refiner

Improving genome bins through the combination of different binning programs

graphbin

✨🧬 Refined binning of metagenomic contigs using assembly graphs

pyyamb

Express metagenome binning

graphbin2

☯️🧬 Refined and Overlapped Binning of Metagenomic Contigs Using Assembly Graphs

simplebins

Simplebins makes it easy to bin numeric values into intervals.

usmerge

A tool package for one-dimensional data clustering.

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

wai-bynning

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

scatterbin

Adjustable binning of scatter plot data

pickbuckets

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

credit-scoring-toolkit

Credit scoring toolkit with python