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

A specialized binning scheme for eclipsing binary star light curves

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.

aviary-genome

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

binning-refiner

Improving genome bins through the combination of different binning programs

pandexo-engine

No description available

graphbin

✨🧬 Refined binning of metagenomic contigs using assembly graphs

graphbin2

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

pyyamb

Python implementation of YAMB (Yet Another Metagenome Binner)

pynmranalysis

python library for NMR preprocessing and analysis

usmerge

A tool package for one-dimensional data clustering.

simplebins

Simplebins makes it easy to bin numeric values into intervals.

credit-scoring-toolkit

Credit scoring toolkit with python

wai-bynning

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

scatterbin

Adjustable binning of scatter plot data