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…
☆102Mar 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:
- ☆24Sep 21, 2020Updated 6 years ago
- Building an PD, LGD and EAD Model for Financial Modeling.☆15Dec 19, 2023Updated 2 years ago
- I use various Data Science and machine learning techniques to analyze customer data using STP framework. I preprocessed the data, perform…☆11Apr 26, 2020Updated 6 years ago
- A comprehensive credit risk model and scorecard using data from Lending Club☆157Apr 3, 2021Updated 5 years ago
- Credit Risk analysis by using Python and ML☆183Nov 20, 2017Updated 8 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- openLGD is a Python powered library for the statistical estimation of Credit Risk Loss Given Default models. It can be used both as stan…☆25Sep 28, 2026Updated last week
- 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
- [Project repo] Improving business with a credit risk model☆23Oct 23, 2020Updated 5 years ago
- 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
- Credit-Risk Modelling Libraries☆139Feb 5, 2018Updated 8 years ago
- 风控相关内容学习（风控建模、风控策略等）☆24May 22, 2022Updated 4 years ago
- Bid optimisation methods for real-time bidding in online display advertising.☆13Apr 9, 2018Updated 8 years ago
- Lightweight parallelisation library for Python☆21Sep 14, 2026Updated 3 weeks ago
- MLFlow End to End Workshop at Chandigarh University☆11Feb 3, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Optimized marketing mix- effective promotion channels and price for different product types, for car industry using regression model☆21Jan 16, 2020Updated 6 years ago
- Examining the underlying data of Whatsapp conversations in detail and presenting them to the user in an entertaining way☆11Mar 19, 2022Updated 4 years ago
- ☆17Sep 16, 2022Updated 4 years ago
- Python Data Mining Cookbook by Packt☆11Jan 14, 2021Updated 5 years ago
- My solutions for the Udacity Data Engineering Nanodegree☆33Oct 14, 2019Updated 6 years ago
- 🤖 Script that automatically sends huge amount of text anywhere.☆10Aug 16, 2021Updated 5 years ago
- Created a chatbot that acts as virtual healthcare assistant to patients with mental health problems.☆27May 24, 2018Updated 8 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
- Reducing response times with predictive modeling, optimization, and automation. Efficiently staging and dispatching emergency medical se…☆20Dec 12, 2017Updated 8 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆39Feb 24, 2018Updated 8 years ago
- Code for my blogs on Data Engineering☆14Nov 9, 2020Updated 5 years ago
- A Python library for generating analytic tests for credit portfolio loss distributions☆34Sep 28, 2026Updated last week
- ☆13Mar 29, 2023Updated 3 years ago
- Heart disease prediction with logistic regression using SAS Studio. The dataset is taken from UCI Machine Learning about heart disease.☆13Apr 20, 2023Updated 3 years ago
- Given the Bank customer relationship data, predict whether a customer will subscribe to a term deposit or not.☆15Jan 21, 2020Updated 6 years ago
- Understand why employees leave a company and apply various machine learning models to predict the next leaver!☆53Jun 8, 2018Updated 8 years ago
- Introductory interactive Jupyter tutorial providing details about ORMs in order to assist in the teaching of their use to computing scien…☆14Oct 21, 2025Updated 11 months ago
- To design a predictive model using xgboost and voting ensembling techniques and extract insights from the data using pandas, seaborn and …☆55May 26, 2018Updated 8 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Explore integration between Watson Studio and Cognos Analytics☆13Jul 22, 2020Updated 6 years ago
- ## 数据挖掘流程 **（一）数据读取** - 读取数据，并进行展示 - 统计数据各项指标 - 明确数据规模与要完成的任务 **（二）特征理解分析** - 单特征分析，逐个变量分析其对结果的影响 - 多变量统计分析，综合考虑多种情况影响 - 统计绘图得…☆10Mar 11, 2020Updated 6 years ago
- This repo is for my articles published on Medium.com☆16Mar 8, 2023Updated 3 years ago
- This project is the 'Python' version of Classic Quantum Evolutionary Algorithm (QEA) which finds a solution for "Knapsack" problem.☆11Jun 17, 2019Updated 7 years ago
- Recurrent Neural Network for Financial Forecasting☆14Aug 23, 2013Updated 13 years ago
- stoplists for African languages generated from the ASP corpus☆15Jan 16, 2016Updated 10 years ago
- R package for ttf2pt1- to be used with extrafont package☆14Sep 23, 2025Updated last year