Modeled the credit risk associated with consumer loans. Performed exploratory data analysis (EDA), preprocessing of continuous and discrete variables using various techniques depending on the feature. Checked for missing values and cleaned the data. Built the probability of default model using Logistic Regression. Visualized all the results. Com…
☆100Mar 31, 2020Updated 6 years ago
Alternatives and similar repositories for Credit-Risk-Modeling-in-Python
Users that are interested in Credit-Risk-Modeling-in-Python are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Building an PD, LGD and EAD Model for Financial Modeling.☆15Dec 19, 2023Updated 2 years ago
- A comprehensive credit risk model and scorecard using data from Lending Club☆154Apr 3, 2021Updated 5 years ago
- Credit Risk analysis by using Python and ML☆179Nov 20, 2017Updated 8 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…☆25May 23, 2026Updated 2 weeks ago
- [Project repo] Improving business with a credit risk model☆22Oct 23, 2020Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- predictive model to calculate the probability of the credit risk and choose cut-off rate for default risk to provide decision support on …☆13Dec 2, 2014Updated 11 years ago
- Forecasted the Expected Credit Loss, over the lifetime of the mortgage. Built Loan-level PD Model using Markov Chain Transition Matrix an…☆13Sep 15, 2019Updated 6 years ago
- Classification problem to predict loan defaulters using Lending Club Dataset☆11Jan 26, 2019Updated 7 years ago
- A study and comparison of Risk Modeling algorithms (Capstone Project)☆38Jun 17, 2018Updated 7 years ago
- Credit Risk Modelling | Calculation of PD, LGD, EDA and EL with Machine Learning in Python☆81Mar 15, 2023Updated 3 years ago
- Credit scoring machine learning algorithm which predicts probability of default☆92Nov 19, 2017Updated 8 years ago
- Credit Risk - IRB Model Validation - BASEL Requirement☆10Jul 26, 2015Updated 10 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 …☆123Nov 8, 2025Updated 7 months ago
- Lightweight parallelisation library for Python☆22May 25, 2026Updated 2 weeks ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- This repository contains Data Science with Python project datasets☆15Apr 12, 2019Updated 7 years ago
- Credit Risk Modeling to Compute Expected Loss of Loans (logistic regression, linear regression)☆34Feb 26, 2024Updated 2 years ago
- Python package for collecting ACS and geospatial data from the Census API☆24Feb 19, 2025Updated last year
- A project that analyses recent carbon emissions worldwide☆15Mar 26, 2024Updated 2 years ago
- ☆24Jul 9, 2019Updated 6 years ago
- Code Repository for Hyperledger for Blockchain Applications, by Packt Publishing☆13Jan 12, 2023Updated 3 years ago
- This repository contains Data Science with python project datasets☆17Apr 12, 2019Updated 7 years ago
- Manuel Touyaa's porfotlio of Python projects/assignments for Finance Market Risk.☆15Mar 5, 2022Updated 4 years ago
- The approach involves the usage of Multi-Criteria Decision Analyses, including Weighted Sum Model (WSM), Weighted Product Model (WPM) and…☆11Oct 22, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A analysis project on the series game of thrones☆13May 17, 2024Updated 2 years ago
- ☆39Feb 24, 2018Updated 8 years ago
- A template Python script responsible for generating sitemap files automatically using information from production database.☆11Oct 30, 2020Updated 5 years ago
- A machine-learning model predicting the loan-eligibility of applicants based on the factors asked while filling a loan application.☆13Feb 1, 2021Updated 5 years ago
- Citibike Analysis for Data Science Certification☆10May 25, 2018Updated 8 years ago
- This is the work from my learnings from the Data Science with Python course offered by DataCamp. This was a really helpful course as it s…☆10Mar 12, 2021Updated 5 years ago
- Unofficial API specification for Whoop☆23Jan 16, 2022Updated 4 years ago
- Jupyter notebooks illustrating solutions to computational macroeconomic problems☆16Jul 15, 2021Updated 4 years ago
- This repo is for my articles published on Medium.com☆16Mar 8, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆12Dec 7, 2020Updated 5 years ago
- stoplists for African languages generated from the ASP corpus☆14Jan 16, 2016Updated 10 years ago
- I am following the Python For Data Science for Dummies 2 text. Following the examples provided in the book I have created my own set of i…☆13Nov 15, 2022Updated 3 years ago
- Heart disease prediction with logistic regression using SAS Studio. The dataset is taken from UCI Machine Learning about heart disease.☆12Apr 20, 2023Updated 3 years ago
- Dynare .mod files for macroeconomic DSGE models☆17Mar 5, 2026Updated 3 months ago
- Given the Bank customer relationship data, predict whether a customer will subscribe to a term deposit or not.☆14Jan 21, 2020Updated 6 years ago
- The Statistics and Machine Learning with R Workshop, published by Packt☆13Mar 2, 2026Updated 3 months ago