Credit Risk analysis by using Python and ML
☆174Nov 20, 2017Updated 8 years ago
Alternatives and similar repositories for credit-risk-modelling
Users that are interested in credit-risk-modelling are comparing it to the libraries listed below
Sorting:
- A comprehensive credit risk model and scorecard using data from Lending Club☆149Apr 3, 2021Updated 4 years ago
- Credit-Risk Modelling Libraries☆131Feb 5, 2018Updated 8 years ago
- Modeled the credit risk associated with consumer loans. Performed exploratory data analysis (EDA), preprocessing of continuous and discre…☆98Mar 31, 2020Updated 5 years ago
- Codes for replication and implementation of techniques in our credit risk article☆34Feb 28, 2019Updated 7 years ago
- Credit Risk Modeling to Compute Expected Loss of Loans (logistic regression, linear regression)☆32Feb 26, 2024Updated 2 years ago
- credit-risk-modeling☆32May 29, 2021Updated 4 years ago
- ☆13Nov 4, 2020Updated 5 years ago
- ☆11Mar 5, 2021Updated 5 years ago
- 2nd Place Solution 💰🥈☆224Sep 8, 2018Updated 7 years ago
- 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 …☆108Nov 8, 2025Updated 4 months ago
- A re-creation of SAS varclus procedure in Python☆23Aug 31, 2018Updated 7 years ago
- [Project repo] Improving business with a credit risk model☆22Oct 23, 2020Updated 5 years ago
- Open solution to the Home Credit Default Risk challenge☆460Jun 22, 2022Updated 3 years ago
- openLGD is a Python powered library for the statistical estimation of Credit Risk Loss Given Default models. It can be used both as stan…☆25Oct 14, 2024Updated last year
- Practical, hands-on risk modeling, risk assessment and verifications of risk models across major risk classes and understanding risk regu…☆16May 19, 2022Updated 3 years ago
- a python module and user interface of a user-defined Barra risk model☆11Jul 1, 2019Updated 6 years ago
- Simplify Big Data Analytics with Amazon EMR, published by Packt☆13Jan 18, 2023Updated 3 years ago
- Building an PD, LGD and EAD Model for Financial Modeling.☆15Dec 19, 2023Updated 2 years ago
- A Python library for generating analytic tests for credit portfolio loss distributions☆33Dec 17, 2024Updated last year
- creditmodel, 模型，评分卡，scorecard, vintage, automatic modeling☆11Aug 10, 2024Updated last year
- Repository with code and data associated with the paper: P2P Loan acceptance and default prediction with Artificial Intelligence☆13Jun 18, 2020Updated 5 years ago
- Short Course - Applied Machine Learning for Risk Management☆255Feb 8, 2018Updated 8 years ago
- It's an UROP in HKUST☆18Dec 4, 2017Updated 8 years ago
- Introductory Statistics for Economists (Undergraduate Intro Course)☆17Jan 25, 2021Updated 5 years ago
- Learn how to how to use the lambda, map, filter and reduce functions in Python to transform data structures.☆15Jul 12, 2019Updated 6 years ago
- Score card model for Credit Scoring System.☆122Apr 13, 2019Updated 6 years ago
- Risk scorecard develop tool welcome to use☆20Jan 31, 2022Updated 4 years ago
- Fineract Credit Scorecard - A credit scoring module for Apache Fineract (https://github.com/apache/fineract)☆22Jul 17, 2024Updated last year
- In this repository I document my learnings from the course on Udemy - udemy.com/course/credit-risk-modeling-in-python/☆18Jan 10, 2020Updated 6 years ago
- Code used to implement various stochastic intensity models for univariate and multivariate credit risk models.☆21Nov 10, 2013Updated 12 years ago
- Statistical analysis and visualization of state transition phenomena☆86Feb 27, 2026Updated last week
- Code for my presentation: Using PySpark to Process Boat Loads of Data☆20Oct 20, 2017Updated 8 years ago
- Build and Deploy Credit Scoring for Loans on rorodata platform☆25Jun 19, 2018Updated 7 years ago
- Digital Cell Sorter (DCS): single cell RNA-seq analysis toolkit. Documentation:☆24Jun 8, 2021Updated 4 years ago
- A collection of basic financial models and helper scripts implemented in Python (using PuLP and Pyomo modeling languages) and AMPL.☆27Jun 19, 2016Updated 9 years ago
- Implementations of the Heston stochastic volatility model☆24Apr 15, 2015Updated 10 years ago
- This solution template shows how to build and deploy a loan-credit-risk solution with Microsoft ML Server☆32Jun 12, 2023Updated 2 years ago
- Financial risk analysis on a stocks portfolio through the VaR (Value at Risk), using Monte Carlo Simulation and Multiple Linear Regressio…☆22Nov 3, 2020Updated 5 years ago
- A Credit Risk Scoring Modeling and Validation Package☆67Mar 15, 2019Updated 6 years ago