├── SUMMARY.md ├── Data Dictionary.xlsx ├── LICENSE └── README.md /SUMMARY.md: -------------------------------------------------------------------------------- 1 | # Table of contents 2 | 3 | * [Initial page](README.md) 4 | 5 | -------------------------------------------------------------------------------- /Data Dictionary.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/finlytics-hub/credit_risk_model/HEAD/Data Dictionary.xlsx -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2020 Asad Mumtaz 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | [![GitHub issues](https://img.shields.io/github/issues/finlytics-hub/credit_risk_model)](https://github.com/finlytics-hub/credit_risk_model/issues) 2 | [![GitHub forks](https://img.shields.io/github/forks/finlytics-hub/credit_risk_model)](https://github.com/finlytics-hub/credit_risk_model/network) 3 | [![GitHub stars](https://img.shields.io/github/stars/finlytics-hub/credit_risk_model)](https://github.com/finlytics-hub/credit_risk_model/stargazers) 4 | [![GitHub license](https://img.shields.io/github/license/finlytics-hub/credit_risk_model)](https://github.com/finlytics-hub/credit_risk_model/blob/master/LICENSE) 5 | [![Twitter](https://img.shields.io/twitter/url?style=social&url=https%3A%2F%2Fgithub.com%2Ffinlytics-hub%2Fcredit_risk_model)](https://twitter.com/intent/tweet?text=Wow:&url=https%3A%2F%2Fgithub.com%2Ffinlytics-hub%2Fcredit_risk_model) 6 | 7 | # Credit Risk Modeling & Scorecard Development 8 | A comprehensive credit risk model and scorecard using data from Lending Club 9 | 10 | 11 | Medium article explaining the model can be found [here](https://towardsdatascience.com/how-to-develop-a-credit-risk-model-and-scorecard-91335fc01f03?source=friends_link&sk=473eece07f71357852e91e3aa650294f) 12 | --------------------------------------------------------------------------------