PyRank

Credit Risk Python Packages

Python packages with the GitHub topic credit-risk. Sorted by relevance, with stars and monthly downloads.
mdefrance
autocarver

Automatic optimal discretization pipeline

15K 10 0
amphibian-dev
toad

ESC Team's credit scorecard tools.

14K 525 184
ing-bank
skorecard

scikit-learn compatible tools for building credit risk acceptance models

1K 111 32
itlubber
scorecardpipeline

scorecardpipeline封装常用的风控策略分析和评分卡建模相关组件，支持pipeline式端到端评分卡建模、三方数据分析、规则集效果评估、特征有效性分析、excel报告输出、评分卡PMML导出、全流程超参数搜索等功能。核心功能：评分卡，策略分析，风控，规则挖掘，特征筛选，自动分箱

1K 254 31
ChenTaHung
mobpy

Monotone optimal binning (MOB) via PAVA with constraints, plus plotting utilities.

883 19 2
alexliap
roll-rate-analysis

Roll rate analysis for credit risk scorecards.

473 3 0
open-risk
transitionmatrix

Statistical analysis and visualization of state transition phenomena

389 85 32
tdlabs-ai
tanml

Automated validation toolkit for tabular ML models in finance and regulated domains.

290 7 0
open-risk
creditportfolioanalytics

A Python library for generating analytic tests for credit portfolio loss distributions

260 33 11
open-risk
opennpl

openNPL is an open source platform for the management of loan performance data

76 34 14