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The Top 22 Credit Risk Open Source Projects

Open source projects categorized as Credit Risk
Categories > Credit Risk
Open Solution Home Credit ⭐ 444
Open solution to the Home Credit Default Risk challenge 🏡
most recent commit 2 years ago
Toad ⭐ 434
ESC Team's credit scorecard tools.
dependent packages 4total releases 95most recent commit 5 months agopypi toad} Downloads
Drop ⭐ 100
Fixed Income Analytics, Portfolio Construction Analytics, Transaction Cost Analytics, Counter Party Analytics, Asset Backed Analytics
most recent commit 4 months ago
Skorecard ⭐ 71
scikit-learn compatible tools for building credit risk acceptance models
total releases 24most recent commit 9 months ago
Credit Risk Modelling ⭐ 71
Credit Risk analysis by using Python and ML
most recent commit 6 years ago
Transitionmatrix ⭐ 69
Statistical analysis and visualization of state transition phenomena
total releases 3most recent commit 7 months ago
Ifrs9 ⭐ 49
The full scope of IFRS 9 Impairment models including PD, LGD and EAD are provided. It also covers ECL, which is the combination of those three parameters as well as staging criteria.
most recent commit 5 months ago
Mob ⭐ 45
Monotonic Optimal Binning in Consumer Credit Risk Scorecard Development
total releases 7most recent commit 4 years ago
Portfolioanalytics ⭐ 26
A Python library for generating analytic tests for credit portfolio loss distributions
total releases 1most recent commit 7 months ago
Openriskscore ⭐ 25
A python framework for risk scoring
most recent commit 7 months ago
Opennpl ⭐ 21
openNPL is an open source platform for the management of non-performing loans
most recent commit 7 months ago
Bankruptcy Prediction Using Machine Learning ⭐ 12
Using various machine learning models to predict whether a company will go bankrupt
most recent commit 2 years ago
Opensecuritisation ⭐ 9
Demonstrating technical elements in support of open source securitisation frameworks
most recent commit 7 months ago
Monotonic Optimal Binning ⭐ 9
Monotonic Optimal Binning algorithm is a statistical approach to transform continuous variables into optimal and monotonic categorical variables.
total releases 4most recent commit 4 months ago
Monotonicoptimalbinning ⭐ 7
This project mainly implements the Monotonic Optimal Binning(MOB) algorithm in SAS 9.4. We extend the application of this algorithm which can be applied to numerical and categorical data. In order to avoid the problem of creating too many bins, we optimize the p-value iteratively and provide bins size first binning, monotonicity first binning, and chi merge binning methods for users to discretize data more conveniently.
most recent commit 10 months ago
Opencpm Architecture ⭐ 7
A public repository to facilitate the discussion / development of OpenCPM
most recent commit 7 months ago
White_papers ⭐ 7
A mirror of the Open Risk white paper collection
most recent commit 7 months ago
Fraud Detection Credit Card Account Origination ⭐ 6
This project commissions to examine the 100,000 credit card application data, detect abnormality and potential fraud in the dataset. All data manipulation and analysis are conducted in R. Featured analysis methods include Principal Component Analysis (PCA), Heuristic Algorithm and Autoencoder.
most recent commit 3 years ago
Google Summer Of Code 2021 ⭐ 6
Final work report of Google Summer of Code 2021 with Hydra Ecosystem
most recent commit 3 years ago
Woe ⭐ 6
Weight of Evidence，基于iv值最大思想求最优分箱
most recent commit 5 years ago
Scoremodel ⭐ 6
Credit scoring modeling toolbox based on R
most recent commit 6 years ago
Creditanalytics Loan Prediction ⭐ 6
A predictive model that uses several machine learning algorithms to predict the eligibility of loan applicants based on several factors
most recent commit 6 years ago
The 6 Latest Releases In Credit Risk Open Source Projects
Toad ⭐ 434
ESC Team's credit scorecard tools.
dependent packages 4total releases 95latest release December 10, 2023most recent commit 5 months agopypi toad} Downloads
Skorecard ⭐ 71
scikit-learn compatible tools for building credit risk acceptance models
total releases 24latest release August 08, 2023most recent commit 9 months ago
Portfolioanalytics ⭐ 26
A Python library for generating analytic tests for credit portfolio loss distributions
total releases 1latest release February 21, 2022most recent commit 7 months ago
Transitionmatrix ⭐ 69
Statistical analysis and visualization of state transition phenomena
total releases 3latest release February 21, 2022most recent commit 7 months ago
Mob ⭐ 45
Monotonic Optimal Binning in Consumer Credit Risk Scorecard Development
total releases 7latest release July 31, 2021most recent commit 4 years ago
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